Qalico

Regulatory intelligence as infrastructure

Embed Qalico's source monitoring, redlines, and impact assessments into your QMS, RIM, AI agent, or data product, via typed API, webhooks, and MCP. Don't build the regulatory data pipeline; integrate it.

Qalico API and MCP integration diagram for SaaS platforms

how it works

Building a medtech SaaS or data platform means competing on your core value, not on whether you've ingested every FDA guidance and ISO standard. Qalico exposes its full intelligence stack as developer infrastructure: REST endpoints, webhook streams, an MCP server, and typed SDKs. Ship regulatory features in weeks, with the same audit trail your enterprise customers demand.

Qalico REST API JSON response in a dark code editor

Typed REST and SDKs

Full OpenAPI spec with first-party TypeScript and Python SDKs (coming soon…). Sources, updates, redlines, classifications, impact assessments, all queryable and typed end to end.

Subscribe webhook button for regulatory update streams

Webhook streams

Subscribe to new updates, redlines, or triaged items for your customer's portfolios. Push regulatory changes into your product the moment they're detected.

MCP connection between Qalico and Anthropic AI runtime

MCP for AI products

If your product surfaces an AI agent, the Qalico MCP server lets it query live regulatory data with cited responses. Drop-in for any MCP-compatible runtime.

White-label branding placeholder for embedded Qalico output

Embed-friendly contracts

Resell, embed, or wrap Qalico in your product with commercial terms designed for platform builders, including white-labeled output and end-customer attribution rules.

Build on Qalico

Talk to us about integration. We'll scope your use case, set up a sandbox workspace, and walk through API, webhook, and MCP options.