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NewsMongoDB was once again named a leader in the 2024 Forrester Translytical
Wave™ report. Learn more >>MongoDB was once again named a leader in the 2024
Forrester Translytical Wave™ report. Learn more >>
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Artificial Intelligence

Overview

Capabilities

Get Started


MONGODB FOR ARTIFICIAL INTELLIGENCE

MongoDB Atlas securely unifies operational, unstructured, and AI-related data to
streamline building AI-enriched applications.
Get Started Now

WHAT DOES THE FUTURE OF SEARCH LOOK LIKE?

Read our white paper to learn how generative AI is shaping the future of search,
and how to future-proof your own search strategy.Read the white paper



MONGODB AI APPLICATIONS PROGRAM

The MongoDB AI Applications Program gives organizations the roadmap, industry
expertise, and technology needed to move quickly from ideation to deployment of
generative AI applications at scale.

Learn More


UNLOCK GENERATIVE AI VALUE




GENERATIVE AI-ENRICHED APPLICATIONS

Today's AI-powered apps go beyond predictive analytics to create new experiences
in real time — including chatbots offering personalized support and AI-generated
images, code, audio, and video — all from natural language inputs.AI recipes to
kickstart innovation



POWERFUL AI-ENRICHED APPLICATIONS

Artificial intelligence is already being used to transform the conventional
value chain, presenting opportunities to automate complex decision-making for
personalization, fraud prevention, predictive maintenance, and more.Explore
tailored AI solutions



RETRIEVAL AUGMENTED GENERATION

Relevant and timely AI-generated answers require proprietary business data.
Atlas Vector Search enables Retrieval Augmented Generation (RAG) use cases by
securely providing LLMs with proprietary operational and business data
context.How to Build a RAG System



MONGODB ATLAS VOTED MOST LOVED VECTOR DATABASE

Once again, Atlas Vector Search takes the prize as the most loved vector
database according to the new 2024 State of AI report from Retool.

Read the Blog


THE WORLD'S MOST VERSATILE DEVELOPER DATA PLATFORM




UNIFY DIVERSE DATA SERVICES

Simplify the AI lifecycle through operational, analytical, and AI data services
that leverage a single data model and single query API on top of a highly
scalable and secure multi-cloud platform.

Learn more



FLEXIBLE DOCUMENT MODEL

Innovate and experiment with new parameters and data of any type by landing,
storing, and indexing data without lengthy schema design or ongoing
modifications.

Learn more



OPTIMIZED STORAGE AND TIERING

Combine data tiering and federation with row and column indexing in a
horizontally scalable, operational database to achieve high throughput and low
latency for inference stores.

Learn more



EXPRESSIVE, FAMILIAR API

Enhance productivity for developers and ML/AI teams with a single expressive
query API that simplifies data preparation, model training, inferencing, and
knowledge retrieval.

Learn more



NATIVE VECTOR CAPABILITIES

Augment applications with generative AI through natively integrated vector and
document datastores without the extra infrastructure to provision, secure, or
manage.

Learn more



EXTENSIVE INTEGRATIONS

Build AI-enriched applications with the leading multi-cloud developer data
platform and a robust AI partner ecosystem, including MLOps platforms and
open-source LLMs.

Learn more



APPLICATION-DRIVEN INTELLIGENCE

Application-driven intelligence powers apps that leverage AI and analytics to
surface insights, autonomously take action, and engage users with natural
language.

Learn more



ATLAS STREAM PROCESSING

Transform building ML/AI apps requiring skew detection, feature stores, and
enrichment pipelines. Unify working with data in motion and at rest.

Learn more



TIME SERIES COLLECTIONS

Build and run data-intensive analytical applications by combining the
flexibility of the document model with time series collections.

Learn more

INNOVATION AT SCALE

“THE VIRTUAL ASSISTANT HAS BEEN IN PRODUCTION FOR OVER THREE YEARS AND HAS
SUCCESSFULLY DEFLECTED OR RESOLVED MORE THAN 100 SUPPORT CASES. THIS HAS SAVED
US ROUGHLY $10 MILLION.”

Mustafa Kadioglu
Lead Data Scientist, Cisco
Watch the video

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MODERNIZE TECHNOLOGIES

“APPLYING THE POWER OF AI TO BENDIGO AND ADELAIDE BANK’S MIGRATION PROCESS WAS
GAME-CHANGING. MONGODB LOOKS FORWARD TO HELPING MORE CUSTOMERS QUICKLY AND
EASILY DITCH THE RIGID LEGACY TECHNOLOGY THAT IS SLOWING THEM DOWN TO ACHIEVE
ALL THE BENEFITS A MODERN TECHNOLOGY STACK CAN BRING TO THEIR BUSINESSES.”

Simon Eid
Senior Vice President, APAC, MongoDB
Watch the video

chevron-leftchevron-right

AI APIS IN SOFTWARE

“A VERY COMMON USE CASE IN LANGUAGE AI IS CREATING VECTORS THAT REPRESENT
LANGUAGE. THE ABILITY TO HAVE THAT VECTORIZED LANGUAGE REPRESENTATION IN THE
SAME DATABASE AS OTHER REPRESENTATIONS, WHICH YOU CAN THEN ACCESS VIA A SINGLE
QUERY INTERFACE, SOLVES A CORE PROBLEM FOR US AS AN API COMPANY.”

Amit Ben
Founder/CEO, OneAI
Read the whole story

chevron-leftchevron-right

TRANSFORMING CYBER RISK INTELLIGENCE

“WITH ATLAS VECTOR SEARCH, NOW WE HAVE A COMPREHENSIVE VECTOR-METADATA DATABASE
— THAT’S BEEN BATTLE-TESTED OVER A DECADE — THAT SOLVES OUR DENSE RETRIEVAL
NEEDS [TO PERFORM RETRIEVAL-AUGMENTED GENERATION]. NO NEED TO DEPLOY A NEW
DATABASE WE HAVE TO MANAGE AND LEARN.”

Pierce Lamb
Senior Software Engineer, VISO TRUST
Read the whole story

chevron-leftchevron-right

AUTOMATION AND COST SAVINGS

“ATLAS VECTOR SEARCH WAS THE ANSWER TO OUR PROBLEMS. IT SIMPLIFIES A LOT OF THE
WORK THAT GOES INTO MAKING OKTA INBOX SUPER USER-FRIENDLY FOR CUSTOMERS. IT WAS
AMAZING TO FIND A SOLUTION THAT INTEGRATES SO EASILY WITH MONGODB ATLAS. WE
DIDN’T HAVE TO COMPROMISE ON HAVING A SINGLE DATA PLATFORM.”

Suchit Agarwal
VP of Director of Engineering, Okta
Read the whole story

chevron-leftchevron-right



--------------------------------------------------------------------------------

CLOUD PROVIDERS

Check out our partner ecosystem


--------------------------------------------------------------------------------


SUPPORT FOR YOUR AI JOURNEY

Wherever you are in your AI journey, MongoDB has you covered with one of our AI
programs. Explore dedicated resources to enable and inspire building your next
generation of AI-powered applications.


MONGODB AI APPLICATIONS PROGRAM

The MongoDB AI Applications Program gives organizations the roadmap, industry
expertise, and technology needed to move quickly from ideation to deployment of
generative AI applications at scale.

Learn more



AI INNOVATORS

For leading AI startups or businesses just getting started — gain access to
expert technical support, Atlas credits, and the opportunity to create
go-to-market partnerships.

Learn more



INDUSTRY INNOVATION WORKSHOPS

Engage with industry experts from MongoDB to discuss client-specific, AI-powered
solutions using best practices proven in thousands of our industry experiences.

Learn more



AI RESOURCES HUB

View our library of articles, analyst reports, and case studies designed to help
you build AI-powered applications.

Learn more


LEARN HOW LEADING INDUSTRIES ARE TRANSFORMING WITH AI AND MONGODB ATLAS

Discover how to leverage MongoDB to streamline development for the next
generation of AI-powered applications.Read the White Paper




BUILD AI APPLICATIONS WITH ATLAS TODAY

MongoDB Atlas unifies operational, analytical, and AI data to streamline
building secure AI-enriched applications.Try Free
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© 2024 MongoDB, Inc.

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© 2024 MongoDB, Inc.


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