We kept losing candidate context every time they moved to the next hiring stage, so we fixed it

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I spent a lot of time on the hiring/HR side, and I kept running into the same wall. A candidate would clear the interview, then someone has to manually re-enter their info into the HRIS. Then performance reviews live in a totally separate spreadsheet. Then when someone gets flagged for a project, nobody remembers what was discussed in their last review. Every stage resets the context.

So I started wondering: why does the "employee lifecycle" get treated like five disconnected tools instead of one continuous thread?

That's what led to Pilatus. It's an agentic system where a dedicated agent handles each stage — sourcing, screening, interviews, offers, onboarding, HRIS, performance — and an orchestrator keeps them all synced so nothing gets lost in the handoff. Nothing runs fully on autopilot though; there are human approval gates at the points where judgment actually matters, so it's not just agents making calls in the dark.

We've been testing it with a few teams and the biggest relief people mention isn't speed, it's just... not having to re-explain context five times to five systems.

Still early days, so genuinely curious — for people who've dealt with hiring/HR tool sprawl, what's the part of the lifecycle that breaks down the most for you?

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