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INDUSTRY GUIDE: MANUFACTURING


THIS GUIDE HIGHLIGHTS THE KEY MANUFACTURING BREAKOUT SESSIONS, CHALK TALKS,
WORKSHOPS, AND BUILDERS’ SESSIONS AT RE:INVENT 2024 TO HELP YOU SPEED TIME TO
MARKET, OPTIMIZE FACTORY OPERATIONS, AND OFFER SMART PRODUCTS AND SERVICES FOR
NEW REVENUE STREAMS.

See all attendee guides

Ozgur Tohumcu
General Manager, Automotive and Manufacturing, AWS

At AWS, our mission is to help manufacturing companies build more intelligent,
connected, and sustainable operations, products, and services to unlock
transformational growth. To kick-start their digital transformation journeys,
manufacturers look to extract insights from operational data to deliver new
business outcomes with AWS Cloud tools and technologies like secure data lakes,
IoT, ML, and AI.

Are you looking to improve productivity and quality, enhance design and
engineering efforts, or improve supply chain resiliency? Do you want to create
software-defined products to engage customers in new ways or modernize your
marketing efforts and field service work? If so, re:Invent has a wealth of
opportunities to learn how AWS and the AWS Partner Network can help you
transform your business and accelerate innovation.

This guide showcases the key sessions that will help manufacturers and other
industrial companies optimize their operations, accelerate time to market, and
generate new revenue streams. There’s something for everyone at re:Invent to
speed up digital transformation.

I hope you have an insightful, engaging, and fun week at re:Invent. In the
meantime, be sure to keep an eye on the AWS for Industries blog and follow us on
our Industrial LinkedIn page to stay up to date on all manufacturing activities
at re:Invent.

 




BREAKOUT SESSION

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ENU306 | ACCELERATE CONTROL SYSTEM UPGRADES THROUGH AWS AND EVERGREEN TESTING

Wednesday, Dec 410:00 AM - 11:00 AM PST

In this session, GE Vernova walks through how cloud-ready architecture allows
utilities flexibility when deploying control system software, from the edge to
on-premises bare metal, cloud, or even hybrid (such as AWS Outposts), and avoids
the limited benefits of “lifting and shifting” applications to the cloud. The
traditional path of “forklift” upgrades over years need not be your path forward
for grid control systems. Working together, vendors, cloud providers, and
utilities can deploy a cloud-native architecture with evergreen testing,
operational functionality, and security capabilities built in for control system
upgrades that won't disrupt electric operations.

Reserve a Seat


MAM225-S | ACHIEVING BREAKTHROUGH RESULTS USING IT AND OT DATA CONTEXTUALIZATION
(SPONSORED BY HITACHI)

Wednesday, Dec 44:00 PM - 5:00 PM PST

In today’s complex, high-mix environment of products, platforms, compute
options, and environments, IT and operational lines of business need proven
partners to help design the right systems, integrate critical IT and OT data
systems, make them cloud-ready, and then use insights from gen AI to help them
manifest their ideas at scale. In this session, hear Hitachi and Verizon discuss
how one of the world’s largest communications companies is benefiting from
Hitachi’s expertise to build an agile, secure, and scalable enterprise
infrastructure on AWS. Also learn about professional engineering services, IT
and OT system integration services, and storage and infrastructure solutions.
This presentation is brought to you by Hitachi, an AWS Partner.

Reserve a Seat


ENU307 | ALL-IN ON AWS: TRANSFORMING PRODUCTION OPERATIONS WITH AMAZON BEDROCK

Thursday, Dec 51:00 PM - 2:00 PM PST

In this session, learn about bpx energy's transformation of production
operations on AWS. bpx shares its journey to simplify from multicloud and go
all-in on AWS, including SAP and Esri ArcGIS. Discover how bpx leveraged
generative AI using Amazon Bedrock to transform oil and gas production
operations.

Reserve a Seat


ENU305 | AN OPEN COLLABORATION FOR HPC ACCELERATION

Thursday, Dec 52:30 PM - 3:30 PM PST

In this session, customers learn about Energy HPC Orchestrator (EHO). EHO is an
innovative framework designed to transform the execution and operation of
traditional energy high performance computing (HPC) applications. It proposes an
open industry platform and marketplace for operators, software providers, and
academia to deliver innovative seismic processing, imaging, AI/ML, and other
state-of-the-art HPC algorithms and workflows. EHO cultivates a competitive
environment that encourages innovation within a cloud-native framework, focusing
on scalability, fault tolerance, performance optimization, and cost efficiency.
By leveraging the latest in cloud technology, EHO enhances efficiency,
reliability, and flexibility of existing systems.

Reserve a Seat


IOT202 | AWS IOT FOR EDGE LLM DEPLOYMENT AND EXECUTION

Monday, Dec 24:30 PM - 5:30 PM PST

With the advent of generative AI and large language models (LLMs), you must be
wondering, how can these technologies be applied at the IoT edge? After all,
there are many benefits of running LLMs at the edge—from network bandwidth
efficiencies, offline processing, lower latency, and data sovereignty to cost
savings, security, and differentiation. In this session, learn how using AWS IoT
services and LLMs at the edge can uplift your solutions with actionable outcomes
and innovative capabilities, such as gesture recognition, natural language
processing for voice control, real-time predictive maintenance, energy
optimization, anomaly detection, and more.

Reserve a Seat


PRO201 | BMW SPEEDS CAR DEVELOPMENT WITH A NEW APP FOR DEFECT TICKET ROUTING

Wednesday, Dec 48:30 AM - 9:30 AM PST

The development and production of cars progressively becomes more software
driven as the number of sensors and other digital components increases. BMW
faces the challenge of routing and resolving tickets during the testing and
development phases of designing a new car platform. With over 140 software teams
across many areas, BMW now leverages a generative AI large language model (LLM)
that provides recommendations on the next best action, augmenting the previously
manual process and considering more data for correct team routing. This
innovative solution streamlines BMW's software-driven car development process.

Reserve a Seat


ENU308 | BP'S ENERGY TRADING DIGITAL TRANSFORMATION ON AWS

Monday, Dec 211:30 AM - 12:30 PM PST

In this session, bp trading shares its supply and energy trading digital
transformation journey on AWS: migrating and modernizing hundreds of
applications; hosting business-critical trading applications; and reinventing
workflows with generative AI. The session includes market risk engine
modernization for daily value-at-risk (VaR) calculations using Amazon EMR
Serverless; benefits realized by building cloud native applications for bp's
supply and trading functions business units; and achieving cost savings,
efficiency, and agility by retiring some vendor products and using cloud native
alternatives.

Reserve a Seat


HYB318 | BUILDING GENERATIVE AI APPLICATIONS WITH ON-PREMISES AND EDGE DATA

Monday, Dec 210:00 AM - 11:00 AM PST

Customers in regulated industries are looking to leverage generative AI with
sensitive data that must remain on premises due to data residency requirements.
Additionally, some customers with data generated at the edge need to run small
language models (SLMs) locally for real-time processing. This session explores
how to select, fine-tune, and deploy SLMs for on-premises and edge use cases
using AWS hybrid and edge services. Learn how to run Retrieval Augmented
Generation (RAG) with on-premises data to improve prompt outcomes. Understand
model trade-offs across accuracy, performance, and cost efficiency, and discover
architectural best practices for security, scalability, and high availability.

Reserve a Seat


MFG206 | CLOSING THE MACHINE-TO-CLOUD GAP TO JUMP-START DIGITAL TRANSFORMATION

Thursday, Dec 54:00 PM - 5:00 PM PST

Today, the data pipeline between industrial machines (OT) and the cloud (IT)
requires many systems to be integrated together to create a unified data
foundation, leading to longer lead times to deploy digital transformation
projects. In this session, hear how Rehrig Pacific Company jump-started data
ingestion from industrial systems and machines using a securely managed
industrial edge to cloud. Hear how manufacturers like Rehrig are quickly
deriving business value from operational data that is organized and
contextualized for use in factory and cloud applications, unlocking use cases
such as asset monitoring, predictive maintenance, quality inspection, and energy
management.

Reserve a Seat


CMP203 | DRIVE INNOVATION AND RESULTS WITH HIGH PERFORMANCE COMPUTING ON AWS

Tuesday, Dec 312:00 PM - 12:30 PM PST

The convergence of high performance computing (HPC), cloud, and AI is allowing
AWS customers to drive innovation at an unprecedented pace. This powerful
combination lets organizations leverage virtually unlimited compute capacity,
accelerated computing, high-performance storage, advanced networking, and
orchestration services for seamlessly running complex simulations and AI/ML
workloads at scale. In this session, explore how customers across healthcare and
life sciences (HCLS) and manufacturing industries are harnessing the convergence
of HPC, cloud, and AI on AWS to accelerate time to insights, optimize
performance, and drive innovation.

Reserve a Seat


MFG201 | EMPOWERING THE NEXT-GENERATION INDUSTRIAL OPERATOR WITH GENERATIVE AI

Wednesday, Dec 412:00 PM - 1:00 PM PST

Georgia-Pacific (GP) is one of the largest manufacturers of pulp and paper,
dispensers, packaging, and wood and gypsum building products. Like many
manufacturers, GP faces workforce attrition challenges as senior workers retire
and apprentice operators need to upskill quickly. Hear how GP’s Amazon
Bedrock–enabled industrial operator assistant provides a natural language
interface for machine diagnostic troubleshooting based on unstructured data (SOP
docs, machine manuals, etc.) and structured real-time machine data to retrieve
and summarize relevant content in minutes. This reduces mean time to resolution
by empowering apprentice workers to troubleshoot independently with real-time,
contextualized machine data.

Reserve a Seat


MAM115-S | FUJITSU AND AWS: A COLLABORATION FOR MODERNIZATION SUCCESS (SPONSORED
BY FUJITSU)

Tuesday, Dec 34:00 PM - 5:00 PM PST

Fujitsu promotes modernization as the foundation for data-driven management
transformation, contributing to digital transformation (DX), sustainable
transformation (SX), and green transformation (GX) as the “Road to 3X.” In this
session, learn about the Modernization Acceleration Joint Initiative that
Fujitsu and AWS launched early this year. For organizations running mainframe
and UNIX systems, moving to a secure and optimized DX foundation is critical to
accelerate data utilization, ensure business continuity, and improve
adaptability to change. Explore advanced modernization methodologies and success
stories that use the combined expertise of Fujitsu's extensive IT experience and
cutting-edge cloud technology from AWS. This presentation is brought to you by
Fujitsu, an AWS Partner.

Reserve a Seat


MFG202 | HOW GOUSTO REDUCES FOOD WASTE AND INCREASES WORKFORCE PRODUCTIVITY

Monday, Dec 24:30 PM - 5:30 PM PST

In this session, hear how Gousto, a British meal kit retailer, built a scalable
Industrial Data Fabric (IDF) to gain real-time and historical operations
visibility. Gousto relies on equipment vendors to provide much of their data,
which can add complexity, cost, and time delays. To resolve these challenges,
AWS and an AWS Partner helped build a modern IDF using AWS IoT SiteWise, AWS IoT
Core, and Amazon Monitron. Hear about the business benefits of their unified
namespace architecture and how the customer uses advanced analytics, ML, and
generative AI on top of their industrial data foundation.

Reserve a Seat


GBL202-KO | IMPROVE ENTERPRISE BUSINESS PRODUCTIVITY USING GENERATIVE AI
[KOREAN]

Wednesday, Dec 41:00 PM - 2:00 PM PST

This session is delivered in Korean. LG Electronics has found that generative AI
workloads using Amazon Bedrock have strengthened the competitiveness of their
product lines and boosted individual productivity. For example, a text-to-SQL
solution in the CRM built in Amazon Redshift provides a user-friendly experience
for business users to securely search and analyze internal data without relying
on data analysts. LG also built the Product 360 platform, a multi-type document
data extraction and integrated search system for their display product and
business data. In this session, learn about best practices to empower employees
with your company’s knowledge and how to reduce decision-making time.

Reserve a Seat


AIM107-S | IMPROVING FINANCE ANALYST EFFICIENCY WITH AI-DRIVEN RESOLUTIONS
(SPONSORED BY COGNIZANT)

Tuesday, Dec 31:00 PM - 2:00 PM PST

Finance analysts can now find accurate answers to tax legislation and governance
queries much faster using a gen AI–based virtual assistant. In this session,
learn how this has sped up resolution by 10 to 20 times on average and could
save thousands of dollars per year with the gained operational efficiency and
value-added analysis from the tool. Also learn how this enhances the quality of
the responses and adherence to compliance in the process. This presentation is
brought to you by Cognizant, an AWS Partner.

Reserve a Seat


PRO202 | IVECO GROUP AND AWS: A STORY OF CONTINUOUS INNOVATION

Wednesday, Dec 45:30 PM - 6:30 PM PST

The session showcases how Iveco Group builds on AWS to drive innovation,
collaboration, and digital transformation in virtual engineering, knowledge
management, and generative AI-powered automation. Learn how Iveco is building a
self-service development platform on AWS to enable faster development cycles and
reduce hardware dependencies. The company’s Virtual Engineering Workbench
fosters collaboration among developers, testers, and integrators by providing
virtualized environments for digital cockpit development and automated testing.
Additionally, the company’s Knowledge Management solution enhances productivity
by streamlining access to technical information, and generative AI automates
tasks like generating product data sheets from mechanical drawings.

Reserve a Seat


HYB308 | MIGRATION STRATEGIES FOR YOUR VMWARE WORKLOADS

Monday, Dec 211:30 AM - 12:30 PM PST

While most VMware workloads can be easily migrated to the cloud, some need to
stay on premises due to application interdependencies, data residency
requirements, or timeline constraints. Join this session to learn how AWS hybrid
and edge services like AWS Outposts and AWS Local Zones allow you to migrate in
place and modernize at your own pace. Dive deep on various migration pathways
with Outposts and the migration tools and programs that you can use to simplify
and accelerate transition to the cloud.

Reserve a Seat


IOT203 | OPTIMIZING MANUFACTURING OPERATIONS WITH AWS IOT

Wednesday, Dec 43:00 PM - 4:00 PM PST

Data is manufacturing’s most valuable asset for driving industrial
transformation. In this session, discover how leaders like TotalEnergies
leverage AWS Industrial Internet of Things (IoT), as well as artificial
intelligence and machine learning (AI/ML) solutions to optimize production,
reduce downtime, and boost efficiency. Discover how AWS empowers teams with
efficient raw equipment data ingestion at the edge, seamless edge-to-cloud
integration, and near real-time contextualization, enabling predictive analytics
and prescriptive guidance with generative AI. Learn best practices from industry
experts on how to leverage ML for proactive maintenance and accelerate use cases
such as sustainability management and intelligent alarm systems.

Reserve a Seat


ENU309 | POWERING THE FUTURE: NEXTERA ENERGY’S JOURNEY WITH GENERATIVE AI

Wednesday, Dec 41:00 PM - 2:00 PM PST

NextEra Energy, a leader in the utility and renewables sector, is harnessing the
power of generative AI to enhance customer value, improve employee productivity,
and optimize energy operations. This session showcases insights and experiences
from NextEra Energy’s journey, highlighting key lessons learned and
recommendations to help others embark on a successful AI-enabled transformation
journey. Gain valuable insights into implementing large-scale generative AI
solutions in the energy sector and learn how AWS can support similar
transformative initiatives in your own organizations.

Reserve a Seat


ENU310 | PREDICTIVE MAINTENANCE AND OPTIMIZATION OF ELECTRICAL SUBMERSIBLE PUMP

Monday, Dec 25:30 PM - 6:30 PM PST

In this session, explore how ExxonMobil is collaborating with Baker Hughes and
AWS to optimize the performance and reliability of electrical submersible pumps
(ESPs) in the Permian Basin. Learn about the technical and strategic approaches
used to enhance ESP management with AWS advanced machine learning and AI
capabilities. Discover how hybrid physics-based and machine learning models were
deployed to predict ESP failures accurately, improving operational efficiency
and reducing downtime. Learn about the challenges encountered, the innovative
solutions developed, and the benefits realized, including increased production
uptime and reduced maintenance costs. Join us to understand how this
collaboration is driving long-term success in unconventional oil and gas
operations.

Reserve a Seat


INO109 | REIMAGINING IT: FROM COST CENTER TO INNOVATIVE PRODUCT BUILDER

Wednesday, Dec 44:30 PM - 5:30 PM PST

This session shares insights from Amazon's enterprise-wide approach to product
management, covering core elements like product-driven mental models, defining
the product manager role, organizing and enabling product teams, and applying
customer-centric strategies for aligning priorities. Discover how an iterative
approach to launching and scaling products and services drives innovation.
Explore the power of finding insights in exceptions, using data to drive
behavior change, and leveraging generative AI for personalized analytics. Gain a
fresh perspective on transforming IT from a helpdesk to a product builder,
fundamentally reimagining the cloud as a driver of value-added services and
industry-first offerings.

Reserve a Seat


AIM120-S | REVOLUTIONIZING AUDI'S TENDER PROCESS WITH GENERATIVE AI (SPONSORED
BY CAPGEMINI)

Wednesday, Dec 41:00 PM - 2:00 PM PST

TenderToucan revolutionizes Audi’s tender process using LLMs to compare offers
against requirements, ensuring faster, more accurate evaluations. It empowers
technical planners by reducing overhead and enhancing efficiency while final
decisions remain with users, balancing AI efficiency and human judgment. This
session covers user-centric development, continuous optimization, and mitigating
AI replacement fears. Gain insights into balancing AI automation with human
judgment and practical guidance for implementing AI solutions. TenderToucan
showcases gen AI’s potential in transforming business processes, boosting
efficiency, accuracy, and speed, setting new standards in tender management for
the automotive industry and beyond. This presentation is brought to you by
Capgemini, an AWS Partner.

Reserve a Seat


MFG205 | RUNNING A COMPLEX DESIGN ENVIRONMENT ON AWS

Monday, Dec 29:00 AM - 10:00 AM PST

Fab (fabrication facility) design requires a complex and sensitive user
experience and strong security regulations. In this session, learn how Samsung
Electronics, the world-class semiconductor company, has built and operated a
design platform on AWS while adhering to high performance and advanced security
standards.

Reserve a Seat


DEV317 | SCALING MACHINE LEARNING WITH CONTAINERS ON AWS: LESSONS LEARNED

Wednesday, Dec 48:30 AM - 9:30 AM PST

Explore how serverless containers revolutionize machine learning (ML) deployment
at scale. This session showcases Instrumental’s journey in using serverless
technologies for deep learning, creating a simple, scalable, and cost-effective
architecture. Learn how we combined Amazon SageMaker and AWS Lambda to scale
training jobs and predictions. Delve into serverless options for ML use cases
and discover strategies to implement this serverless approach and optimize your
MLOps for both internal and external users.

Reserve a Seat


DEV204 | SEARCHING IMAGES THROUGH PATTERNS: AN AI-POWERED SERVERLESS SOLUTION

Wednesday, Dec 45:30 PM - 6:30 PM PST

Discover how we leveraged Amazon Bedrock with Claude 3 Haiku to simplify image
searching in the textile industry. This session describes the implementation of
a scalable, secure, and cost-effective solution for searching textile patterns
using AI-driven attribute recognition. We'll explore the use of AWS Lambda,
Amazon Aurora Serverless, AWS Step Functions, Amazon API Gateway, and Amazon
Bedrock to process and index thousands of images. Gain insights into applying
cutting-edge AI and serverless technologies to solve industry-specific
challenges while maintaining security and optimizing costs.

Reserve a Seat


AIM271-S | SECURING APPLICATIONS WITH AWS AND PALO ALTO NETWORKS (SPONSORED BY
PALO ALTO NETWORKS)

Wednesday, Dec 44:00 PM - 5:00 PM PST

As businesses increasingly adopt hybrid and multicloud environments, they must
take steps to mitigate risk and maintain a high security bar. Protecting your
applications and data from sophisticated cyber events is more important than
ever. Join Rich Campagna, VP of Network Security Products at Palo Alto Networks,
and a Palo Alto Networks' customer as they delve into the specific network
security challenges faced in hybrid cloud environments. This session also
explores strategies for deploying and seamlessly managing Palo Alto Networks’
leading network security solutions on your AWS and hybrid cloud environments.
This presentation is brought to you by Palo Alto Networks, an AWS Partner.

Reserve a Seat


CMP325 | SILICON POWERS THE WORLD: LEARN HOW TO SCALE YOUR EDA WORKLOADS

Wednesday, Dec 45:30 PM - 6:30 PM PST

Silicon powers the world, but it requires compute power to test and verify
before production. This session explores the journey of customers who have
scaled their Electronic Design Automation (EDA) workloads on AWS using some of
its recently launched custom hardware. The session highlights the value they've
derived transitioning their operations from on-premises data centers to the AWS
Cloud and how this shift has transformed their business outcomes. Delve into the
role played by the Amazon EC2 portfolio in helping customers achieve their goals
and gain insights into how EDA customers can leverage resources to drive growth
and innovation.

Reserve a Seat


IOT204-S | TRANSFORM TROUBLESHOOTING IN MANUFACTURING WITH AWS GEN AI SERVICES
(SPONSORED BY COGNIZANT)

Monday, Dec 211:30 AM - 12:30 PM PST

Manufacturers are using advanced digital technologies to address complex support
issues for machines. By setting up an emerging manufacturing technology lab,
Cognizant and Trane Technologies have implemented solutions that help in
real-time monitoring of machine performance, perform remote triage, and
troubleshoot issues. In this session, learn how Cognizant’s APEx utilizes large
language models, RAG orchestration, and generative AI running on AWS IoT
services to develop new digital technologies. Discover how Trane Technologies
envisions deploying these technologies across their factories and assets, and
learn about Cognizant and Trane Technologies’ joint vision of incorporating
additional use cases in the coming months. This presentation is brought to you
by Cognizant, an AWS Partner.

Reserve a Seat


MAM208 | TRANSFORMING MANUFACTURING WITH AWS, RISE WITH SAP, AND AMAZON

Wednesday, Dec 410:30 AM - 11:30 AM PST

Leading manufacturers are using RISE with SAP, purpose-built AWS services, and
Amazon’s extensive sourcing and logistics capabilities to transform their
operations. In this session, hear how manufacturers have migrated to RISE with
SAP on AWS, streamlining operations and benefiting from the performance,
reliability, and security of ERP in the cloud. Learn how companies are extending
their SAP environments to MES and PLM systems with 200+ AWS services—including
generative AI, IoT, and analytics—to optimize productivity, quality, machine
availability, and sustainability. Lastly, discover how Amazon Business and
Supply Chain by Amazon can help optimize procurement, global shipping, storage,
and fulfillment.

Reserve a Seat


IOT305 | TRANSFORMING SMART METERING FOR SUSTAINABLE RESOURCE USE WITH AWS IOT

Wednesday, Dec 44:30 PM - 5:30 PM PST

The energy industry is shifting toward the next generation of smart metering.
This presents an opportunity to address two critical challenges: water loss due
to leakage and natural gas leakages—both significant contributors to global
climate change. In this session, learn how to use AWS IoT services to build a
solution for publishing and ingesting data from smart meters using LoRaWAN
connectivity. By harnessing the telemetry data collected, you can gain valuable
insights, including leakage detection. Additionally, find out how to train ML
models in Amazon SageMaker and use foundation models supported in Amazon Bedrock
to automate field response to the identified leakages.

Reserve a Seat


GBL204-KO | UNLOCK BUSINESS VALUE WITH GEN AI IN THE ROBOTICS AND BATTERY
INDUSTRY [KOREAN]

Wednesday, Dec 42:30 PM - 3:30 PM PST

This session is delivered in Korean. Doosan Robotics simplifies traditional
robotic arm implementation by harnessing generative AI to interpret natural
language instructions into executable trajectories, streamlining the process
into a single operational step and enhancing efficiency. LG Energy Solution uses
Amazon SageMaker, Amazon Forecast, and Amazon Bedrock to accurately predict
electric vehicle sales and battery demand, enabling data-driven inventory
management and production planning. In this session, learn about driving
manufacturing innovation for enhanced business agility while ensuring data
security.

Reserve a Seat


AIM117-S | UNLOCKING MISSION-CRITICAL NEW LINES OF BUSINESS WITH AWS AND GEN AI
(SPONSORED BY CAPGEMINI)

Tuesday, Dec 32:30 PM - 3:30 PM PST

Join this inspiring session on Penske Trucking’s transformative journey.
Discover how the innovative connected fleet program revolutionized fleet
management. Learn how Penske used AWS ML/AI and generative AI services for
predictive maintenance cost savings and automation efficiencies. Explore their
strategic adoption of cloud technologies to introduce groundbreaking services,
elevate customer satisfaction, and unlock new revenue streams. Gain insights
into the business drivers and architectures processing terabytes of information
at high speed. Don’t miss this chance to learn how AWS can drive your business
growth and innovation. This presentation is brought to you by Capgemini, an AWS
Partner.

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SUS304 | USING AI/ML FOR SUSTAINED ENERGY EFFICIENCY IN INDUSTRIAL OPERATIONS

Tuesday, Dec 34:30 PM - 5:30 PM PST

Reducing energy consumption in operational and industrial sites is critical for
organizations to stay on track with their sustainability goals. AI applications
can make it radically easier for organizations to optimize their energy
consumption. In this session, learn how machine learning (ML) can help derive
new insights using historical data from equipment-based controllers with
simulations and forecasting strategies for sustained energy efficiencies. Learn
how Volkswagen Poznan and Amazon have implemented ML solutions to achieve energy
optimizations across their operations and facilities.

Reserve a Seat


AIM269-S | USING OPEN SOURCE BLUEPRINTS FOR BUILDING AI APPLICATIONS (SPONSORED
BY MONGODB)

Wednesday, Dec 411:30 AM - 12:30 PM PST

Generative AI is advancing rapidly, making it crucial to adopt an open
architecture that supports learning and accelerates application development.
Integrating MongoDB at the core of an AI stack, especially within open source AI
blueprints, boosts the AI development lifecycle. MongoDB’s ability to handle
large, diverse datasets (including vector data), coupled with its scalability
and flexible schema, make it essential for AI-driven architectures. By
centralizing data management and offering seamless integration with AI models,
MongoDB accelerates development, deployment, and scaling of AI applications. It
simplifies complex data workflows and ensures that AI solutions are robust,
adaptable, and prepared for real-world challenges. This presentation is brought
to you by MongoDB, an AWS Partner.

Reserve a Seat


MAM223 | VERSUNI RAPIDLY REINVENTED THEIR ENTERPRISE WITH RISE WITH SAP ON AWS

Tuesday, Dec 34:30 PM - 5:30 PM PST

Hear how Versuni, home to some of the world’s most renowned domestic appliance
brands, accelerated its cloud transformation by deploying RISE with SAP and
migrating 80+ business applications to AWS in only 18 months. Following a
transition within this 130-year-old company, Versuni had to act fast to
transform and migrate its technical estate. Versuni selected AWS for RISE with
SAP. In record time, it implemented a complete business application landscape –
supporting more than 40 countries and 7,000 employees – while minimizing
business disruption. This session provides learnings to accelerate your own
business transformation with AWS and RISE with SAP.

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MFG207 | VOLKSWAGEN’S PLATFORM STRATEGY ENABLES PRODUCTION PERFORMANCE & QUALITY

Thursday, Dec 51:00 PM - 2:00 PM PST

Quality is critical for automotive manufacturing through all production steps.
In this session, learn how Volkswagen changed from a manual to an automatic,
machine learning–based quality inspection approach, including label inspection,
assembly checks, and crack detection. Hear the details about their scalable and
sustainable implementation of more than 100 use cases, explore how Volkswagen’s
Digital Production Platform has evolved over the past five years, and get a
glimpse of their future vision.

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PRO205 | WAREHOUSE AUTOMATION WITH CUTTING-EDGE SUPPLY CHAIN SOLUTIONS

Wednesday, Dec 412:00 PM - 1:00 PM PST

Discover how Amazon created the world's fastest, most agile, and complex network
of fulfillment centers through Warehouse Automation and Optimization (WAO). This
session explores the digital warehouse transformation journey, the roadmap to
achieve an optimized state, and demonstrates AWS's cutting-edge supply chain
solutions, including facility design, simulation, automation, robotics,
warehouse systems, connected data strategy, computer vision, IoT, digital twin,
document digitization, and analytics and visibility. Although WAO is built for
fulfillment/distribution centers, it can also be leveraged for yards, sort
centers, cross-docks, transload sites, reverse logistics/returns centers, and
other related nodes of a supply chain network.

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BUILDERS' SESSION

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IOT306-R2 | AUTOMATE LORAWAN DEVICE SETUP WITH AWS IOT CORE AND GEN AI [REPEAT]

Thursday, Dec 512:30 PM - 1:30 PM PST

In this builders’ session, learn the essential steps to integrate a LoRaWAN
gateway with AWS IoT Core for LoRaWAN. Learn how to onboard your first LoRaWAN
device effectively and set up an AWS Lambda function to decode the payload.
Leave this session with the practical skills to manage LoRaWAN communications
with AWS, enhancing your IoT projects. You must bring your laptop to
participate.

Reserve a Seat


IOT306-R | AUTOMATE LORAWAN DEVICE SETUP WITH AWS IOT CORE AND GEN AI [REPEAT]

Monday, Dec 28:30 AM - 9:30 AM PST

In this builders’ session, learn the essential steps to integrate a LoRaWAN
gateway with AWS IoT Core for LoRaWAN. Learn how to onboard your first LoRaWAN
device effectively and set up an AWS Lambda function to decode the payload.
Leave this session with the practical skills to manage LoRaWAN communications
with AWS, enhancing your IoT projects. You must bring your laptop to
participate.

Reserve a Seat


IOT306-R1 | AUTOMATE LORAWAN DEVICE SETUP WITH AWS IOT CORE AND GEN AI [REPEAT]

Wednesday, Dec 43:00 PM - 4:00 PM PST

In this builders’ session, learn the essential steps to integrate a LoRaWAN
gateway with AWS IoT Core for LoRaWAN. Learn how to onboard your first LoRaWAN
device effectively and set up an AWS Lambda function to decode the payload.
Leave this session with the practical skills to manage LoRaWAN communications
with AWS, enhancing your IoT projects. You must bring your laptop to
participate.

Reserve a Seat


MFG304 | BUILD A UNIFIED NAMESPACE AND CONNECT FACTORIES AT SCALE

Wednesday, Dec 412:00 PM - 1:00 PM PST

This hands-on builders’ session guides you through the process of connecting
Siemens PLCs at scale, determining the exposed data, and generating an AWS IoT
SiteWise hierarchy using generative AI with Amazon Bedrock. Learn how to take
exposed data from a brownfield PLC; create an ISA-95-compliant asset hierarchy
using AWS IoT SiteWise, AWS IoT Greengrass, and Amazon Bedrock; and build a
dashboard displaying live data. This session offers a step-by-step, practical
approach to mastering the skills needed to build a unified namespace and
connecting a factory at scale. You must bring your laptop to participate.

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MFG303-R1 | BUILDING A GENERATIVE AI–POWERED SHOP FLOOR ASSISTANT [REPEAT]

Monday, Dec 24:30 PM - 5:30 PM PST

Learn how to build a generative AI assistant to analyze data from industrial IoT
sensors, documents, manuals, and other manufacturing systems. Also learn how to
provide natural language summaries of operation statuses and current issues with
suggestion actions, and how to help operators, manufacturing engineers, and
factory leaders conduct Q&A–based exploratory root cause analysis to increase
overall plant productivity. You must bring your laptop to participate.

Reserve a Seat


MFG303-R2 | BUILDING A GENERATIVE AI–POWERED SHOP FLOOR ASSISTANT [REPEAT]

Thursday, Dec 53:30 PM - 4:30 PM PST

Learn how to build a generative AI assistant to analyze data from industrial IoT
sensors, documents, manuals, and other manufacturing systems. Also learn how to
provide natural language summaries of operation statuses and current issues with
suggestion actions, and how to help operators, manufacturing engineers, and
factory leaders conduct Q&A–based exploratory root cause analysis to increase
overall plant productivity. You must bring your laptop to participate.

Reserve a Seat


MFG303-R | BUILDING A GENERATIVE AI–POWERED SHOP FLOOR ASSISTANT [REPEAT]

Monday, Dec 22:30 PM - 3:30 PM PST

Learn how to build a generative AI assistant to analyze data from industrial IoT
sensors, documents, manuals, and other manufacturing systems. Also learn how to
provide natural language summaries of operation statuses and current issues with
suggestion actions, and how to help operators, manufacturing engineers, and
factory leaders conduct Q&A–based exploratory root cause analysis to increase
overall plant productivity. You must bring your laptop to participate.

Reserve a Seat


IOT307-R2 | DEPLOY LLMS AT THE EDGE WITH AWS IOT [REPEAT]

Thursday, Dec 511:00 AM - 12:00 PM PST

In this builders’ session, learn how to deploy offline LLMs and a web portal as
AWS IoT Greengrass components. Discover how to synchronize contextual data from
private sources or Amazon S3 to build local knowledge bases. Explore Retrieval
Augmented Generation (RAG) for more relevant, accurate, and customized
responses, and learn how to integrate multimodal local agents for complex edge
tasks. This approach unlocks LLM power at the edge, helping ensure data privacy,
low latency, and tailored experiences by combining contextual knowledge with
edge computing and multimodal agent capabilities. You must bring your laptop to
participate.

Reserve a Seat


IOT307-R1 | DEPLOY LLMS AT THE EDGE WITH AWS IOT [REPEAT]

Wednesday, Dec 43:00 PM - 4:00 PM PST

In this builders’ session, learn how to deploy offline LLMs and a web portal as
AWS IoT Greengrass components. Discover how to synchronize contextual data from
private sources or Amazon S3 to build local knowledge bases. Explore Retrieval
Augmented Generation (RAG) for more relevant, accurate, and customized
responses, and learn how to integrate multimodal local agents for complex edge
tasks. This approach unlocks LLM power at the edge, helping ensure data privacy,
low latency, and tailored experiences by combining contextual knowledge with
edge computing and multimodal agent capabilities. You must bring your laptop to
participate.

Reserve a Seat


IOT307-R | DEPLOY LLMS AT THE EDGE WITH AWS IOT [REPEAT]

Tuesday, Dec 311:30 AM - 12:30 PM PST

In this builders’ session, learn how to deploy offline LLMs and a web portal as
AWS IoT Greengrass components. Discover how to synchronize contextual data from
private sources or Amazon S3 to build local knowledge bases. Explore Retrieval
Augmented Generation (RAG) for more relevant, accurate, and customized
responses, and learn how to integrate multimodal local agents for complex edge
tasks. This approach unlocks LLM power at the edge, helping ensure data privacy,
low latency, and tailored experiences by combining contextual knowledge with
edge computing and multimodal agent capabilities. You must bring your laptop to
participate.

Reserve a Seat


MFG319 | ROBOTIC SIMULATION WITH NVIDIA ISAAC LAB ON AWS BATCH

Monday, Dec 24:00 PM - 5:00 PM PST

Simulation-based reinforcement learning (RL) has benefited the field of
robotics, helping manufacturers automate complex tasks. With generative AI,
robotic simulation has accelerated the development and training of models.
NVIDIA Isaac Lab enables RL with realistic physics and high fidelity virtual
worlds to train and test robots. This builders’ session dives deep into NVIDIA’s
Isaac Lab, AWS Batch, and Amazon EC2 instances powered by NVIDIA GPUs. Through
hands-on exercises, learn distributed training for robots across multiple GPU
nodes, and explore the crucial sim-to-real transfer, sharing insights and
strategies for effectively translating simulation learnings to real-world
robotic applications. You must bring your laptop to participate.

Reserve a Seat



CHALK TALK

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IOT308-R1 | AWS BEST PRACTICES FOR IOT AND AI FOR INDUSTRIAL SMART PRODUCTS
[REPEAT]

Wednesday, Dec 49:00 AM - 10:00 AM PST

AWS helps manufacturers connect high-value industrial products by leveraging
analytics and AI capabilities from the edge to the cloud. In this chalk talk,
explore how AWS helps organizations connect industrial assets, reduce total cost
of ownership, accelerate innovation, and unlock industrial data, while offering
more capabilities and services for their B2B customers. Learn about the latest
architecture patterns using AWS IoT and AI managed services, like AWS IoT
SiteWise and Amazon Bedrock. Get an opportunity to engage with other attendees
and AWS IIoT specialists to get best practices and exchange insights on
industrial smart products.

Reserve a Seat


IOT308-R | AWS BEST PRACTICES FOR IOT AND AI FOR INDUSTRIAL SMART PRODUCTS
[REPEAT]

Monday, Dec 29:00 AM - 10:00 AM PST

AWS helps manufacturers connect high-value industrial products by leveraging
analytics and AI capabilities from the edge to the cloud. In this chalk talk,
explore how AWS helps organizations connect industrial assets, reduce total cost
of ownership, accelerate innovation, and unlock industrial data, while offering
more capabilities and services for their B2B customers. Learn about the latest
architecture patterns using AWS IoT and AI managed services, like AWS IoT
SiteWise and Amazon Bedrock. Get an opportunity to engage with other attendees
and AWS IIoT specialists to get best practices and exchange insights on
industrial smart products.

Reserve a Seat


IOT308-R2 | AWS BEST PRACTICES FOR IOT AND AI FOR INDUSTRIAL SMART PRODUCTS
[REPEAT]

Wednesday, Dec 43:00 PM - 4:00 PM PST

AWS helps manufacturers connect high-value industrial products by leveraging
analytics and AI capabilities from the edge to the cloud. In this chalk talk,
explore how AWS helps organizations connect industrial assets, reduce total cost
of ownership, accelerate innovation, and unlock industrial data, while offering
more capabilities and services for their B2B customers. Learn about the latest
architecture patterns using AWS IoT and AI managed services, like AWS IoT
SiteWise and Amazon Bedrock. Get an opportunity to engage with other attendees
and AWS IIoT specialists to get best practices and exchange insights on
industrial smart products.

Reserve a Seat


HYB401 | AWS HYBRID CLOUD AND EDGE COMPUTING FROM THE LENS OF VMWARE ARCHITECTS

Wednesday, Dec 410:00 AM - 11:00 AM PST

This chalk talk explores the Amazon EC2 concepts of instance recoverability,
placement groups, and auto scaling from the perspective of AWS Outposts and how
VMware architects can draw parallels to VMware features like High Availability
(HA), Distributed Resource Scheduler (DRS), Affinity Groups, and stretched
clusters. The talk also covers how you can design resilient architectures
between two Outposts in the same location using intra-VPC routing. Additionally,
learn how you can leverage AWS Elastic Disaster Recovery to migrate on-premises
workloads to AWS Outposts.

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MFG308-R1 | BUILD A SEAMLESS NETWORK BETWEEN THE FACTORY SHOP FLOOR AND THE
CLOUD [REPEAT]

Wednesday, Dec 45:30 PM - 6:30 PM PST

In the world of modern manufacturing, the concept of a ubiquitous network has
emerged as a game-changer, promising to revolutionize the way we connect,
process, and leverage data across production systems. Imagine an environment
where computing and communication capabilities are seamlessly embedded into
every aspect of your manufacturing operations, enabling real-time access to
information and services, anytime and anywhere. This chalk talk explains how to
build such a network on AWS and accelerate various manufacturing use cases such
as predictive maintenance, quality control, supply chain optimization, and
energy management, while addressing best practices and considerations for a
successful implementation.

Reserve a Seat


MFG308-R | BUILD A SEAMLESS NETWORK BETWEEN THE FACTORY SHOP FLOOR AND THE CLOUD
[REPEAT]

Tuesday, Dec 31:00 PM - 2:00 PM PST

In the world of modern manufacturing, the concept of a ubiquitous network has
emerged as a game-changer, promising to revolutionize the way we connect,
process, and leverage data across production systems. Imagine an environment
where computing and communication capabilities are seamlessly embedded into
every aspect of your manufacturing operations, enabling real-time access to
information and services, anytime and anywhere. This chalk talk explains how to
build such a network on AWS and accelerate various manufacturing use cases such
as predictive maintenance, quality control, supply chain optimization, and
energy management, while addressing best practices and considerations for a
successful implementation.

Reserve a Seat


MAE307 | BUILD TAILORED, INDUSTRY-SPECIFIC RENDERING WORKFLOWS ON AWS

Monday, Dec 28:30 AM - 9:30 AM PST

Whether you’re in media and entertainment, architecture, engineering, or beyond,
this chalk talk equips you to tailor rendering workflows on AWS to your unique
industry needs. Dive into building rendering environments that integrate digital
content creation software, proprietary tools, and industry-leading graphics
applications using open standards like Open Job Description and Conda. Optimize
costs with best practices for Amazon EC2 Spot Instances for rendering workloads,
and learn to use AWS Identity and Access Management (IAM) to secure your
intellectual property. Maintain consistent software configurations across
scalable AWS compute resources, and streamline job execution through the AWS
Deadline Cloud managed infrastructure.

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DEV206-R1 | CONTAINERS ARE NOT SCARY [REPEAT]

Friday, Dec 69:00 AM - 10:00 AM PST

Fear containers no more, intrepid AWS builders! This session demystifies
container basics using Amazon Elastic Container Service (ECS) and Amazon Elastic
Kubernetes Service (EKS) so you can learn to effortlessly build, package, and
deploy apps. But wait, there's more cloud magic! This talk will also reveal how
to summon the powers of AWS generative AI services like Amazon Q Developer to
turbocharge your workflow. No more manually spinning up containers – learn to
make AI assistants automate those mundane tasks using AWS Lambda functions. By
the end, become an AWS container extraordinaire wielding the power of AI to
boost productivity.

Reserve a Seat


DEV206-R | CONTAINERS ARE NOT SCARY [REPEAT]

Tuesday, Dec 312:00 PM - 1:00 PM PST

Fear containers no more, intrepid AWS builders! This session demystifies
container basics using Amazon Elastic Container Service (ECS) and Amazon Elastic
Kubernetes Service (EKS) so you can learn to effortlessly build, package, and
deploy apps. But wait, there's more cloud magic! This talk will also reveal how
to summon the powers of AWS generative AI services like Amazon Q Developer to
turbocharge your workflow. No more manually spinning up containers – learn to
make AI assistants automate those mundane tasks using AWS Lambda functions. By
the end, become an AWS container extraordinaire wielding the power of AI to
boost productivity.

Reserve a Seat


MFG310 | DEPLOYING AN MES IN THE CLOUD OR AT THE EDGE ON AWS OUTPOSTS

Monday, Dec 21:00 PM - 2:00 PM PST

Manufacturers today are looking at how the cloud can provide flexibility and
resilience, as well as reduce cost for their production critical systems.
Manufacturing execution system (MES) can be deployed in the cloud or for
manufacturers who need low latency or have limited bandwidth on an AWS Outpost
running at the edge. In this chalk talk, deep dive into the architectural
patterns for deploying a MES system on AWS and on an AWS Outpost, including
network topology and connectivity. This talk also walks through the reference
architecture for running Siemens Opcenter Execution on AWS in general and on AWS
Outposts in particular.

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MFG301 | DESIGN AN INDUSTRIAL DATA FOUNDATION FOR GENERATIVE AI IN MANUFACTURING

Wednesday, Dec 411:30 AM - 12:30 PM PST

This chalk talk dives deep into the architectural patterns that underpin an
industrial data strategy. This foundation is critical to enabling the
application of generative AI for use cases such as assisted diagnosis and
troubleshooting, advanced quality defect detection, and automated information
modeling and digital threads. In addition to sharing and whiteboarding
architectural patterns for operational and enterprise data ingestion, data
storage and transformation, and contextualization, the talk showcases generative
AI manufacturing use cases with live demos and code samples.

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MFG315 | EDGE-TO-CLOUD ROBOTIC SOLUTIONS FOR OPTIMIZING MANUFACTURING PROCESSES

Thursday, Dec 54:00 PM - 5:00 PM PST

Within manufacturing, the integration of robotics has revolutionized operations.
However, successful implementations require careful planning. Robotic simulation
is a powerful tool to virtually test and validate robotic systems before
physical deployments, minimizing risks and optimizing processes. This chalk talk
presents architectural patterns and a demonstration of robotic simulation with
AWS IoT Greengrass and AWS IoT Core, enabling edge-to-cloud connectivity for
manufacturers. This approach facilitates a validation of robotic systems using
real-world data from Open 3D Engine (O3DE) simulators and AWS IoT Core, enabling
manufacturers to simulate the entire manufacturing process including robotic
systems, conveyors, and other equipment before physical implementation.

Reserve a Seat


MFG311-R1 | ENGINEER AND DEVELOP INNOVATIVE PRODUCTS FASTER WITH GENERATIVE AI
[REPEAT]

Thursday, Dec 51:00 PM - 2:00 PM PST

In this session, learn how generative AI can be used in product engineering and
development, from responding to a Request for Proposal (RFP) to generating new
concepts and developing digital threads. Watch how to extract the key
functional, technical, compliance, and user experience requirements from
multiple document types including 2D technical drawings. Explore how to share
data across engineering disciplines in various languages and how to enrich
generative design for new product ideas. This session showcases some of these
generative AI product engineering use cases with live demos and code samples.

Reserve a Seat


MFG311-R | ENGINEER AND DEVELOP INNOVATIVE PRODUCTS FASTER WITH GENERATIVE AI
[REPEAT]

Monday, Dec 25:30 PM - 6:30 PM PST

In this session, learn how generative AI can be used in product engineering and
development, from responding to a Request for Proposal (RFP) to generating new
concepts and developing digital threads. Watch how to extract the key
functional, technical, compliance, and user experience requirements from
multiple document types including 2D technical drawings. Explore how to share
data across engineering disciplines in various languages and how to enrich
generative design for new product ideas. This session showcases some of these
generative AI product engineering use cases with live demos and code samples.

Reserve a Seat


CMP409 | EVENT-DRIVEN ARCHITECTURES FOR HPC WORKLOADS

Monday, Dec 29:00 AM - 10:00 AM PST

Porting workloads to the cloud means suddenly having a lot of flexibility to
drive your infrastructure at speeds that match the people you're working with.
Many AWS customers spin up HPC clusters, scale fleets of Amazon EC2 instances,
or adapt massive storage systems in reaction to events taking place in the real
world. Learn how to leverage some of these techniques with real-world examples
of customers like Maxar Technologies and LEGO solving tough problems in
different domains.

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CMP412 | HIGH PERFORMANCE COMPUTING IS A CAPACITY CHALLENGE. WE HAVE SOLUTIONS.

Tuesday, Dec 34:00 PM - 5:00 PM PST

High performance computing (HPC) involves techniques that leverage speed and
scale to let R&D teams solve problems in human scales of time. This chalk talk
works through the tools, services, and techniques available to you in the cloud
to ensure you're able to tap the right compute—at the right scale—when you need
it. Discuss specialist HPC instances, interconnects, capacity blocks, and
reservation tools so you can get predictable outcomes every time.

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IOT320 | IOT ARCHITECTURE COST OPTIMIZATION & EXPLAINABILITY VIA GENERATIVE BI

Monday, Dec 210:30 AM - 11:30 AM PST

Cost optimization is crucial for scaling IoT workloads on AWS. This chalk talk
explores design patterns and AWS tools that you can use to continuously optimize
workloads, maximizing resource usage while limiting infrastructure costs.
Discover how to use Generative BI for cost reconciliation by automating
dashboard and narrative creation. Gain insights into building cost-effective
architectures that can maximize your cloud investment’s value. Learn how to
create optimal IoT architectures while enhancing cost transparency, control, and
forecasting.

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PEX306 | LEVERAGE ISVS AND AWS GENERATIVE AI TO OPTIMIZE YOUR SAP RISE JOURNEY

Friday, Dec 68:30 AM - 9:30 AM PST

SAP and AWS announced the publication of RISE journey maps, accessible for all
AWS customers from AWS Migration Hub, and highlighted our ISVs that have proven
services to facilitate the assessment, migration, modernization, and maintenance
of RISE deployments on AWS. In this chalk talk, dive deep on the migration
scenarios for on-premises, legacy SAP customers and learn how you can leverage
Amazon Bedrock, Anthropic Claude, and Amazon Titan FMs in your business process
transformation in-line with the guidance published with SAP’s Joint Reference
Architecture (JRA). This chalk talk is intended for AWS Partners.

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CMP406 | MAKING HPC AND OTHER R&D WORKLOADS ACCESSIBLE BEYOND THE AWS CONSOLE

Tuesday, Dec 31:00 PM - 2:00 PM PST

Research and Engineering Studio on AWS (RES) lets IT teams deliver an
easy-to-consume interface to R&D teams like scientists and engineers, without
the fuss of knowing all the DevOps necessary. This is handy when trying to
deliver graphical desktops in the cloud, but it’s a supercharge for their
productivity when training models or running complex simulations on clusters is
involved. Learn how RES works on the inside to make that experience great for
your end users.

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MFG312 | MANAGING VALUE-CHAIN PRODUCT CARBON EMISSIONS DATA WITH GENERATIVE AI

Monday, Dec 211:30 AM - 12:30 PM PST

Manufacturers face increasing demand from customers and public authorities to
accurately model, calculate, and report on their product-based carbon emissions.
A credible assessment requires internal data management capabilities and the
efficient exchange of high-trust information with suppliers. For larger
manufacturers this may involve scaling to thousands of suppliers and/or
products. Learn how connectivity, trust, and information exchange come together
in the value chain, and about the mechanisms behind the modeling and calculation
of product-based carbon emissions — and how it all can be accelerated using
generative AI services on AWS.

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IOT301-R | PREPARING FOR THE US CYBER TRUST MARK: A GUIDE FOR AWS IOT DEVELOPERS
[REPEAT]

Monday, Dec 25:30 PM - 6:30 PM PST

The US Cyber Trust Mark program is set to roll out in late 2024, providing a new
benchmark for IoT device security. In this chalk talk, get a guide for AWS IoT
developers on how to prepare for the program. Explore the program’s criteria,
which include asset identification, data protection, and software updates, among
others. Also learn how AWS IoT services can be used to meet these criteria and
help you achieve US Cyber Trust Mark certification.

Reserve a Seat


IOT301-R1 | PREPARING FOR THE US CYBER TRUST MARK: A GUIDE FOR AWS IOT
DEVELOPERS [REPEAT]

Wednesday, Dec 410:30 AM - 11:30 AM PST

The US Cyber Trust Mark program is set to roll out in late 2024, providing a new
benchmark for IoT device security. In this chalk talk, get a guide for AWS IoT
developers on how to prepare for the program. Explore the program’s criteria,
which include asset identification, data protection, and software updates, among
others. Also learn how AWS IoT services can be used to meet these criteria and
help you achieve US Cyber Trust Mark certification.

Reserve a Seat


DEV314-R | RELAX AND LET THE DATA FLOW: A ZERO-ETL PIPELINE [REPEAT]

Monday, Dec 211:30 AM - 12:30 PM PST

Discover how to build a real-time data visualization pipeline using Amazon
OpenSearch Service, Amazon Redshift, and Amazon DynamoDB, without the complexity
of traditional ETL processes. Learn how to use Amazon Redshift and OpenSearch
Ingestion to efficiently process and transform data, and implement a serverless
architecture using AWS CDK. Explore how this zero-ETL solution can enable
faster, more informed decision-making by letting you focus on deriving insights
from data rather than managing infrastructure.

Reserve a Seat


DEV314-R1 | RELAX AND LET THE DATA FLOW: A ZERO-ETL PIPELINE [REPEAT]

Wednesday, Dec 44:00 PM - 5:00 PM PST

Discover how to build a real-time data visualization pipeline using Amazon
OpenSearch Service, Amazon Redshift, and Amazon DynamoDB, without the complexity
of traditional ETL processes. Learn how to use Amazon Redshift and OpenSearch
Ingestion to efficiently process and transform data, and implement a serverless
architecture using AWS CDK. Explore how this zero-ETL solution can enable
faster, more informed decision-making by letting you focus on deriving insights
from data rather than managing infrastructure.

Reserve a Seat


CMP403 | SCALABLE AND COST-EFFECTIVE ML TRAINING ON AMAZON EKS WITH AWS BATCH

Tuesday, Dec 311:30 AM - 12:30 PM PST

Running Kubernetes pods in parallel across multiple nodes to efficiently train
large models is difficult. Scaling compute resources, setting up drivers and
networking, and scheduling pods to maximize instance utilization is not only
challenging, it’s undifferentiated heavy lifting. AWS Batch is a managed service
that works with your existing Amazon EKS clusters to manage the full lifecycle
of nodes and pods for ML training and other compute-intensive workloads. In this
chalk talk, dive deep on how to offload the complexities of large ML model
training on Amazon EKS using AWS Batch multi-node processing jobs, reducing your
cost and operational overhead.

Reserve a Seat


IOT310 | SCALING INDUSTRIAL TRANSFORMATION WITH THE AWS DIGITAL TWIN FRAMEWORK

Monday, Dec 212:00 PM - 1:00 PM PST

In this chalk talk, discover how the AWS Digital Twin Framework helps
organizations build and deploy digital twins at scale, unifying capabilities
across IoT, AI/ML, simulations, and spatial data planes. Learn best practices
for using the framework to systematically add capabilities for common industrial
use cases, such as asset performance management, production optimization, and
product design. Work through flexible pathways to collect and contextualize
data, overlay visual assets, deploy predictive models and simulations, and build
actionable applications. Find out how the framework can help organizations
overcome obstacles to deploying digital twins at scale, including integration
with existing systems, information models, synchronization, and closing the
loop.

Reserve a Seat


IOT311-R1 | SEAMLESS MIGRATION: SAFELY TRANSITIONING LARGE IOT FLEETS TO AWS
[REPEAT]

Wednesday, Dec 41:30 PM - 2:30 PM PST

In an era where managing extensive fleets of IoT devices and backend systems
poses significant challenges, transitioning to managed solutions like AWS IoT
Core becomes imperative. In this chalk talk, dive into the intricate process of
migrating vast numbers of devices and backend services from self-managed brokers
to AWS IoT, enabling a controlled and risk-free transition. Learn essential
techniques to seamlessly migrate to AWS IoT Core without perceptible impact,
minimizing error surfaces and enabling quick rollbacks in case of failures.
Leave this talk with expert-level guidance on how to safely and efficiently
migrate to the cloud, empowering your IoT infrastructure for the future.

Reserve a Seat


IOT311-R | SEAMLESS MIGRATION: SAFELY TRANSITIONING LARGE IOT FLEETS TO AWS
[REPEAT]

Monday, Dec 24:00 PM - 5:00 PM PST

In an era where managing extensive fleets of IoT devices and backend systems
poses significant challenges, transitioning to managed solutions like AWS IoT
Core becomes imperative. In this chalk talk, dive into the intricate process of
migrating vast numbers of devices and backend services from self-managed brokers
to AWS IoT, enabling a controlled and risk-free transition. Learn essential
techniques to seamlessly migrate to AWS IoT Core without perceptible impact,
minimizing error surfaces and enabling quick rollbacks in case of failures.
Leave this talk with expert-level guidance on how to safely and efficiently
migrate to the cloud, empowering your IoT infrastructure for the future.

Reserve a Seat


BIZ204-R1 | SMARTER, FASTER, BETTER: USING GENERATIVE AI ON YOUR SUPPLY CHAIN
DATA [REPEAT]

Wednesday, Dec 41:30 PM - 2:30 PM PST

Join this chalk talk to learn how you can use the generative AI capabilities in
AWS Supply Chain to get more value from your supply chain data. The talk
includes an interactive discussion about how you can access a broader range of
data faster, then use that data with the help of generative AI to minimize risk,
lower costs, and make better supply chain decisions.

Reserve a Seat


BIZ204-R | SMARTER, FASTER, BETTER: USING GENERATIVE AI ON YOUR SUPPLY CHAIN
DATA [REPEAT]

Tuesday, Dec 312:00 PM - 1:00 PM PST

Join this chalk talk to learn how you can use the generative AI capabilities in
AWS Supply Chain to get more value from your supply chain data. The talk
includes an interactive discussion about how you can access a broader range of
data faster, then use that data with the help of generative AI to minimize risk,
lower costs, and make better supply chain decisions.

Reserve a Seat


MFG313 | TRANSFORMING MANUFACTURING OPERATIONS: AWS E-BIKE SMART FACTORY DEMO

Wednesday, Dec 48:30 AM - 9:30 AM PST

In this session, dive deep into how manufacturers can leverage AWS services and
partner solutions to optimize their manufacturing operations. This chalk talk
uses the story of a fictitious e-bike company and a purpose-built e-bike smart
factory demo. Through an architectural walk through, explore the use of AWS
industrial IoT, generative AI, AI/ML, and analytics services that were used to
build the demo for the use case. This includes real-time visibility of
production metrics, detection of equipment anomalies, automated quality
inspection and defect detection, and a generative AI assistant that provides
contextual insights and guided troubleshooting.

Reserve a Seat


MFG309 | USE GENERATIVE AI TO TRANSFORM PRODUCT R&D DOCS INTO MBSE MODELS

Tuesday, Dec 35:30 PM - 6:30 PM PST

In this chalk talk, learn how generative AI can transform product R&D
documentation into actionable model-based systems engineering (MBSE) models.
Organizations developing highly complex, safety-critical products like aircraft,
space systems, and medical equipment require extensive collaboration across
engineering disciplines and global stakeholders. Traditionally, this has relied
on using documents for R&D specification and design. Explore how users can
leverage generative AI to migrate from document-based to model-based systems
engineering approach to help reduce design cycle times and improve operational
readiness.

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MFG314 | USING AUTONOMOUS ROBOT & GEN AI TECHNOLOGIES FOR AN INDUSTRIAL FACILITY

Tuesday, Dec 35:30 PM - 6:30 PM PST

Autonomous robot inspection solutions have the potential to mitigate unplanned
downtime due to undetected issues caused by human errors or knowledge gaps. They
can also reduce work-related injuries inside hazardous plant environments,
improve cost-efficiency, and increase productivity through the fully automated
inspection process. In this chalk talk, discover the collaborative journey of
Air Products, ANYbotics, and AWS on building and deploying the inspection
solutions. Learn how they are using gen AI technologies to analyze and develop
insights from the inspection data. Also explore best practices and challenges in
creating value from these technologies.

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WORKSHOP

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IOT313 | BUILD A GENERATIVE AI INDUSTRIAL DIAGNOSIS & TROUBLESHOOTING ASSISTANT

Wednesday, Dec 412:30 PM - 2:30 PM PST

In this workshop, construct a generative AI–powered assistant that enhances
operational efficiency and reduces machine downtime in industrial settings.
While harnessing the power of large language models from Amazon Bedrock, learn
how to integrate AWS IoT SiteWise and an enterprise knowledge graph, and find
out how to connect knowledge bases, configure agents, and establish robust
guardrails. When finished, see your generative AI assistant in action in a
simulated factory environment and the impact it makes to deliver contextualized
insights and actionable recommendations to plant operators. You must bring your
laptop to participate.

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MAM310 | BUILD GENERATIVE AI ASSISTANTS FOR SAP SUPPLY CHAIN AND MANUFACTURING

Monday, Dec 23:30 PM - 5:30 PM PST

SAP customers must take full advantage of their enterprise data to stay ahead.
In this hands-on workshop, use SAP, generative AI, and both structured and
unstructured data to optimize multiple manufacturing processes. Build a secure
generative AI assistant to engage with SAP supply chain data using a
conversational interface to identify top-performing suppliers, dependencies, and
risk factors. Next, employ a generative AI agent to promptly address machinery
issues on the shop floor leveraging unstructured data to advise users on
immediate solutions and triggering processes in SAP to deploy additional
resources when necessary. You must bring your laptop to participate.

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MFG302 | BUILDING A GENERATIVE AI–BASED MANUFACTURING DIGITAL THREAD

Tuesday, Dec 311:30 AM - 1:30 PM PST

Manufacturers have vast amounts of knowledge dispersed across the product
lifecycle, often resulting in limited visibility, significant knowledge gaps,
and the inability to continuously improve. A digital thread offers an integrated
approach to combine disparate data sources across enterprise systems to drive
traceability, accessibility, collaboration, and agility. In this workshop, learn
how to create an intelligent manufacturing digital thread using a combination of
knowledge graph and generative AI technologies based on the data generated
throughout the product lifecycle. Explore several use cases and discover
actionable steps to kick-start your intelligent digital thread journey. You must
bring your laptop to participate.

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MFG305 | BUILDING A SMART FACTORY WITH AMAZON Q BUSINESS

Tuesday, Dec 34:30 PM - 6:30 PM PST

Learn how to build and deploy an AI assistant that seamlessly integrates with
AWS services, enabling interaction with your industrial data in real time.
Imagine an assistant that can answer questions like “What is the OEE for this
line?” or compose maintenance requests. This workshop walks through the process
of deploying an API to interface with industrial IoT services and creating a
custom plugin in Amazon Q Business. Coding experience isn’t required, but some
API design and industrial automation knowledge is helpful. Leave this workshop
with a functional AI assistant that can be tailored to your factory’s needs. You
must bring your laptop to participate.

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HYB305 | CUTTING-EDGE AI: REAL-TIME ANOMALY DETECTION AND FORECASTING

Wednesday, Dec 49:00 AM - 11:00 AM PST

In the fast-paced industrial automation world, leveraging machine learning (ML)
and foundation models (FMs) makes a significant difference in detecting
anomalies, forecasting trends, and ensuring smooth operations. Running these
models at the edge facilitates local data processing, low latency, and
resilience against connectivity issues, enabling seamless operations in
distributed environments. In this immersive workshop, gain hands-on experience
deploying pretrained ML models and small language models (SLMs) on AWS Outposts
servers at edge locations. Discover how these models can identify anomalies,
forecast trends, and provide real-time assistance, supporting data-driven
decisions and smoothing operations. You must bring your laptop to participate.

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MFG306 | GENERATE A SUPPLY PLAN WITH AWS SUPPLY CHAIN USING ML-POWERED INSIGHTS

Wednesday, Dec 43:30 PM - 5:30 PM PST

Supply chain processes and solutions are usually complex—made up of home-grown
applications, several siloed execution systems, and point-to-point integrations.
This can lead to a lack of visibility and inefficiency in making the right
decisions at the right time. AWS Supply Chain is able to mitigate risks, lower
costs, improve visibility, and accelerate the decision-making process using
machine learning (ML)– and LLM-powered connectors and ML-powered insights,
analysis, and recommendations. This workshop provides a hands-on guide to
setting up AWS Supply Chain, ingesting data, generating a demand forecast and
supply plan, and building an optimized view of the inventory. You must bring
your laptop to participate.

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IOT314 | GENERATIVE AI RECOMMENDATIONS FOR EFFECTIVE ALARM MANAGEMENT

Wednesday, Dec 49:00 AM - 11:00 AM PST

In this hands-on workshop, learn how to reduce operator response times with a
generative AI–powered alarm management system and managed alarm events.
Traditionally, when an operator receives a critical alarm due to equipment
malfunction or process deviation, they must gather information from various
sources including event details, sensor data, manuals, and standard operating
procedures that are often scattered across data silos. This workshop
demonstrates how you can build an effective alarm management system using AWS
services like AWS IoT SiteWise, AWS IoT Events, Amazon Bedrock, and Amazon SNS
to notify operators with contextual event information and a repair plan,
enhancing the operator performance. You must bring your laptop to participate.

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ENU304 | PREDICTIVE MAINTENANCE WITH GENERATIVE AI AND AGENTIC WORKFLOWS

Wednesday, Dec 48:30 AM - 10:30 AM PST

In the era of Industry 4.0, predictive maintenance has become a cornerstone for
enhancing operational efficiency and reducing downtime. Generative AI enhances
predictive maintenance workflows by enabling real-time anomaly detection and
actionable insights while facilitating natural language interactions and dynamic
task execution through agentic workflows. During this workshop, learn how to use
generative AI to detect anomalies in sensor readings from an electric motor by
comparing them with the specifications in the motor's operating manual. When
anomalies are detected, a large language model will utilize agents to determine
who is on call and notify them of the issue. You must bring your laptop to
participate.

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IOT316-R1 | UNLEASH EDGE COMPUTING WITH AWS IOT GREENGRASS ON NVIDIA JETSON
[REPEAT]

Friday, Dec 610:30 AM - 12:30 PM PST

In this workshop, walk through the process of loading AWS IoT Greengrass onto an
NVIDIA Jetson server via NVIDIA JetPack SDK, remotely logging in to the edge
server, and deploying an AWS IoT Greengrass component to the edge device. Gain
practical experience using AWS IoT Core and AWS IoT Greengrass to orchestrate
and manage edge runtime devices from the cloud. Through a step-by-step,
interactive format, learn how to build solutions that extend cloud functionality
to edge devices with processing, management, and AI microservices capabilities,
while addressing real-world use cases. You must bring your laptop to
participate.

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IOT316-R | UNLEASH EDGE COMPUTING WITH AWS IOT GREENGRASS ON NVIDIA JETSON
[REPEAT]

Wednesday, Dec 44:00 PM - 6:00 PM PST

In this workshop, walk through the process of loading AWS IoT Greengrass onto an
NVIDIA Jetson server via NVIDIA JetPack SDK, remotely logging in to the edge
server, and deploying an AWS IoT Greengrass component to the edge device. Gain
practical experience using AWS IoT Core and AWS IoT Greengrass to orchestrate
and manage edge runtime devices from the cloud. Through a step-by-step,
interactive format, learn how to build solutions that extend cloud functionality
to edge devices with processing, management, and AI microservices capabilities,
while addressing real-world use cases. You must bring your laptop to
participate.

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MFG307 | USE ML FOR CAE SIMULATION TO MORPH GEOMETRIES AND PREDICT FLOW FIELDS

Wednesday, Dec 49:00 AM - 11:00 AM PST

Jump into the role of a simulation engineer who is redesigning a vehicle’s
exterior and has to show critical metrics to leadership. Learn how to deploy the
AWS machine learning (ML) for simulation toolkit, and prepare a generative
AI–enabled engineering environment to see how fast simulation can be. You can
upload your own vehicle geometry or choose one that’s provided for you, morph it
using generative AI, get aerodynamic flow field and KPI predictions, and
experience how to exceed leadership expectations by delivering engineering data
days ahead of schedule. Get hands-on with advanced product engineering
techniques. You must bring your laptop to participate.

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