How we work
Every engagement, in every market, runs the same sequence: assess, architect, prove, scale. It is slower on slide one and faster on every one after that.
We audit your data, infrastructure, team, and governance gaps before any agent writes to a production system.
We pick the bet worth making and design the agent system to fit your problem, not our preferred vendor.
We ship one working version and check that the cost and the behaviour both hold up.
We move it into production, set the FinOps guardrails, and hand the keys to your team.
assess → architect → prove → scale
02What each step means
Before any agent touches a production system, we know what it is working with.
We pick the bet worth making and design the agent system around your problem, not around a vendor roadmap.
One working version, checked against both behaviour and cost before it goes anywhere near scale.
Into production, with the guardrails already in place, and the keys handed to your team.
03Case studies
A mid-size carrier's claims intake was drowning in document triage during catastrophe season. We deployed an agentic pipeline for document extraction, coverage verification, and adjuster routing, with a human reviewer on every claim above a set exposure threshold.
A regional health system's revenue cycle team was losing ground to eligibility and coding-driven denials. We built agentic eligibility verification and claim-scrubbing ahead of submission, with appeals tracking for what still slipped through, aligned to HIPAA and HITRUST requirements throughout.
The assessment is a short, scoped engagement on its own. It tells both of us whether the rest is worth doing.