Chalk + Snowflake Partnership
Real-time AI decisions
on your Snowflake data.
Chalk is available on Snowflake Marketplace as a Snowflake Validated Connected Application. Turn governed data you already trust in Snowflake into decision-ready context for models and agents, served in milliseconds.
Find Chalk on Snowflake Marketplace
Every live decision
needs what happened a moment ago.
Snowflake holds the history your models learn from: every transaction, account, and event. A live decision also needs the last five card swipes, the device, and the open session. Chalk computes and serves that context on top of Snowflake in under 5ms at p99, without separate pipelines, duplicate feature logic, or stale caches.
Mercury uses Chalk and Snowflake as important decision infrastructure across our business. Chalk has made it easier for our team to turn data from Snowflake and other operational systems into real-time features, helping us move faster on the models and decisions we build. Together, Chalk and Snowflake give Mercury a simpler, more reliable path from data to real-time decisions at scale.
Paul Carmichael Senior Software Development Manager, Mercury
How Chalk + Snowflake work together
Snowflake stays your governed source of truth. Chalk turns that data into live context for every decision.
Train on Snowflake data
Enterprise data stays in Snowflake. Chalk reads it to build point-in-time correct training sets, so models learn only from what was known at the moment of each past decision. Feature values and training sets write back to Snowflake as Chalk’s offline store, governed with the rest of your data.
Compute on demand
When a request comes in, Chalk’s Python resolvers join Snowflake history with live sources like Postgres, Kafka streams, and internal APIs to compute features on demand.
Serve in milliseconds
Chalk serves features to production models, applications, and agents in under 5ms at p99. The same definitions power historical training and online inference, so what a model sees in production matches what it learned from.
Chalk + Snowflake
power enterprise AI
AI in production is only as good as what it knows at the moment of a decision.
Procure through Snowflake
Find Chalk on Snowflake Marketplace and pay with your existing Snowflake commitment. Streamlined procurement means faster time-to-value.
Validated Connected Application
Chalk is a Snowflake Validated Connected Application. Your data stays in Snowflake as the governed source of truth.
Joint go-to-market
Chalk and Snowflake teams work together to help customers put Snowflake data to work in model and agent use cases.
What teams run on
Chalk and Snowflake today.
Fintech enterprises, social applications, marketplace companies, and many others depend on Chalk and Snowflake to run real-time models and agents in production.
- AI agents that act on the current state of the business
- Fraud detection and risk scoring
- Credit and underwriting decisions
- Personalization and recommendations
Get started with
Chalk + Snowflake.
Find Chalk on Snowflake Marketplace
Find Chalk on Snowflake Marketplace and buy it with your existing Snowflake commitment.
Try the Snowflake quickstart
Try the Snowflake quickstart [PENDING].
Talk to a Chalk engineer
about your Snowflake use case.
Share more about your use case, and we'll set up a joint architecture session with dedicated Chalk and Snowflake solution architects.