WORKFLOW AUTOMATION AGENTS
Build agents that operate with live context
and help your team get work done.
Process work like invoice review and status reports is repetitive. Agents can take on these workflows when they can safely access fresh business data. Chalk helps you build, test, and deploy agents in sandboxes inside your VPC, with governed access to live data from the systems where it lives.

Give agents live data.
Internal agents stall on stale data. Chalk federates queries directly across your data warehouse, data lake, streams and APIs at inference time. No need to set up ETL jobs.
Control exactly what agents can access.
Grant access to specific tables, columns, and rows. Enforce Rego policies on every MCP tool call, making decisions based on the user, scopes, backend, tool, and tool-call arguments. Define policies so you know what the agent can and can’t touch.
Run agents securely in your cloud.
Agents that work with your proprietary and production data should stay in your environment. Chalk runs them in isolated sandboxes inside your VPC.
Give agents live data.
Internal agents stall on stale data. Chalk federates queries directly across your data warehouse, data lake, streams and APIs at inference time. No need to set up ETL jobs.
Control exactly what agents can access.
Grant access to specific tables, columns, and rows. Enforce Rego policies on every MCP tool call, making decisions based on the user, scopes, backend, tool, and tool-call arguments. Define policies so you know what the agent can and can’t touch.
Run agents securely in your cloud.
Agents that work with your proprietary and production data should stay in your environment. Chalk runs them in isolated sandboxes inside your VPC.
Power your team with agents they can trust.
Ground every agent action in current data. Simulate a historical point in time and evaluate agents before rolling them out.
Put engineering time where it matters.
Reduce repetitive investigation work like searching reports, querying records, and tracking issues with agentic workflows.
Automate repetitive business processes.
Agents assemble the case file, run standard checks, resolve routine cases, or hand a reviewer a decision-ready summary.
Make financial analysis
an agentic workflow.
Invoice processing, expense review, and revenue reporting are repetitive - and require access to sensitive business data. Build, test, and deploy agents in sandboxes inside your VPC, with governed access to live data across your systems, and a complete audit trail.
Turn recurring reporting
into an agentic workflow.
Checking vendor history, validating purchase orders, and flagging anomalies are manual work - and require access to sensitive business data. Build, test, and deploy agents in sandboxes inside your VPC, with governed access to live data across your systems, and a complete audit trail.
Get experiment insights
with an agentic workflow.
Experiment analysis, cohort readouts, and feature adoption summaries aggregate data into insights. Build, test, and deploy agents in sandboxes inside your VPC, with governed access to live data across your systems, and a complete audit trail.
Additional Resources
Bring us the processes that slow your team down.
We'll show you how to simulate, evaluate, and deploy your agent with controlled access to the data that makes it useful - all in your cloud.
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