Agent-accessible systems & AI ops (MCP)

Give AI safe access to your real systems, and let it handle routine operations.

← All capabilities

Use cases

Your team's tools, ticketing, error tracking, monitoring, hold the answers to routine operational questions, but getting to them means someone manually checking multiple dashboards and piecing it together. Small recurring issues get triaged slowly or not at all because no one has time to keep watching every system.

What we build

How it works

We connect AI assistants to your existing systems through a standard, permissioned interface, then put them to work on defined jobs like clustering errors or answering questions about ticket status, rather than giving broad, unscoped access.

What you get

Is this you?

Services & tools we’ve used

SentryMCPGoogle ChatYouTrack

Where we’ve applied it

Our own operationsClient operations

Proof

We run this on our own operations first, error triage and ticket filing included, and have extended the same approach to client operations across a small number of engagements.

Something similar on your roadmap?

A 20-minute fit call with one of our engineers. We'll tell you whether what you're asking for is a 6-week or 6-month shape, before you commit.

Book a 20-min fit call →