Sweep thousands of leases for compliance using Amazon Quick and the Adjudicated Query pattern

What happened

Sweep thousands of leases for compliance using Amazon Quick and the Adjudicated Query pattern, AWS Machine Learning Blog announced. The Adjudicated Query pattern pairs the Amazon Quick chat agent with a bounded MCP server over a deterministic rules engine to deliver provably complete, defensible compliance answers. Checking tens of thousands of apartment leases against constantly changing state landlord-tenant laws, and proving you actually checked all of them, has been beyond the reach of most compliance teams.

But with generative AI in Amazon Quick , paired with the right backend, it’s now possible. Business users can use it to ask compliance questions in a chat interface (Amazon Quick), while the actual pass/fail decisions stay in a deterministic (non-AI) rules engine.

The compliance challenge at scale A portfolio operator holds 50,000 leases across multiple states. Each state publishes landlord-tenant statutes (late-fee caps, notice periods, security-deposit limits) that change on the legislature’s schedule, not the operator’s.