Through four mechanisms, chosen according to which direction the data needs to move and how quickly.
A REST API for reading vendor records, scores, findings and assessment state, and for creating or updating vendors programmatically — the route for anything that needs to pull data on its own schedule. Webhooks for the reverse direction, pushing events as they happen — a score change crossing a threshold, a new breach signal, an assessment completing, a remediation deadline missed — so downstream systems react rather than poll. Pre-built connectors into the systems teams already work in: SIEM, ITSM and ticketing, GRC platforms, chat, identity providers and the data warehouse. And an MCP server, which exposes the same capabilities to AI assistants and agents through the Model Context Protocol, so a question about a vendor can be answered in whatever tool someone is already using.
The design intent behind all four is the same: risk signal is only useful where the decision is made. A finding that requires someone to open a separate dashboard to discover it will be discovered late, which is why alerts belong in the chat tool, remediation in the ticketing system, and reporting in the warehouse alongside everything else the business reports on.