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AI, SERVED FRESH

Powering your RAG and ETL at scale
Easily set up data ingest from 300+ sources with automatic synchronization.
Serve vector search, real-time features, anomaly alerts. Updated in
milliseconds.
Get accurate AI insights from terrabytes of connected documents and data tables.
App templates Setup guide



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Testimonials


STORIES FROM OUR USERS

Want to create an #LLM app that can fetch real-time data? Without the need for
vector databases or a complex stack? You should try Pathway.

Snowflake (Streamlit) Team

Pathway’s ability to process real-time data is truly impressive. Thanks to
Pathway we implemented our data pipelines for applied observability in
production. If you’re looking for a top-notch data processing solutions, be sure
to check out Pathway!

Priyam KumarQuestionPro

Kafka and Flink are based on outdated tech which results in underperformance.
Their paradigm simply is not suited to AI/ML use cases. Pathway is fast and
built for the AI era.

Leading Streaming authorEnterprise Kafka Engineer at major retail chain

Going from streaming to batch and vice-versa is cumbersome for Flink or Spark.
You usually end up designing and building from scratch a hybrid infra, which is
unreliable. Pathway is built to resolve this pain.

Member of Apache Pulsar core teamApache

I’m really into Pathway! It has a way lower learning curve than Flink, with way
stronger consistency guarantees.

Flink developerStaff Data Engineer at a leading mobility scaleup

Pathway corrects the answers of LLMs in real time! Incrementally as well!

Hubert DulayAuthor of “Streaming Databases”

Here comes an update on the input data source, and we get alerted that the LLM
has changed its answer to my question. Just set a web hook, create a reactive
application in Pathway, and never need to care about synchronizing data again ❤️

Pau Labarto BajoCreator of Real World ML
A sure way to


STAY IN CONTROL

Streamlined Cloud-Native DevelopmentBuilt in Rust with ❤ for Python developers,
Pathway streamlines the entire ML/AI project lifecycle from prototype to
production. It supports local, notebook, and scaled container deployments.
Fast, and Always In-Sync.Connect live data sources like SharePoint, Google
Drive, S3 and Delta Tables, cloud folders, Kafka, databases, and 300+ APIs such
as Salesforce and Hubspot. Pathway's high-speed Rust engine delivers real-time
updates, and is scalable to hundreds of CPU cores, with cost-efficient
incremental computing, persistence, and caching.
A single robust container. You own it.Deploy each of your Pathway applications
from a git folder using Docker or Kubernetes, on-premises or in any cloud.
Simplify your setup by avoiding multiple databases and compute engines linked by
clunky APIs. Gain full control of the pathway that your data follows.
Chef's Choice, or à la carte? Have it your own way.Choose from ready-to-use
Pathway code templates suitable for various industries and data types. Customize
them using functions from the Pathway library, connectors, and integrations.
Safely interact with LLMs and external asynchronous APIs.
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SERVING AI AND REAL-TIME ANALYTICS



Pathway for Enterprise brings you
Logistics

Postal Services, 3PL, Container Shipping

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Live data pipelines for AI apps, LLM-powered analytics

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Telemetry tracking, Augmented reality, Realtime monitoring

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What you get with our Pathway for Enterprise
 * Horizontal Scalability
 * Machine Learning Toolboxes
 * Support with SLA
 * Secure by design

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We are featured in Gartner
Featured in Gartner's Market Guide

Market Guide for Event Stream Processing

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Gartner's Representative Vendor

Market Guide for Data Analytics and Intelligence Platforms in Supply Chain

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