Regulated, complex, and ready for governed automation. We focus on industries where the cost of doing AI badly is high — and the upside of doing it well is higher.
The cost of an unreviewed AI decision in a regulated workflow is measured in fines, suitability claims, and lost licenses. We ship agents into KYC review, suitability checks, and regulatory drafting with permissioned retrieval, full citations, and reviewer-in-the-loop approval gates. Compliance keeps the judgment call; the agent removes the queue.
Clinical workflows already carry audit, escalation, and licensure. AI has to fit inside that, not around it. We ship documentation, prior-authorization, and evidence-summarization agents into regulated privacy paths with citations, approval gates, and clinician final judgment — uncertainty routes back to a licensed human, every time.
Grid, field, and back office all run on the same operational risk surface. We embed agents into asset inspection, control-room support, and regulatory filings, with audit trails on every action and tool call. Operators see what the agent saw, what it decided, and why.
Public-sector AI lives or dies on permissioning and audit. We build case-management, policy-analysis, and service-operations agents inside controlled environments with full audit trails, role-based permissioning, and human override at every step. Citizen-facing decisions stay reviewable, explainable, and escalatable.
Your product roadmap is full. Your AI roadmap is still fighting for engineering capacity. We ship customer-support deflection, internal devops copilots, and content-operations agents that run inside or behind your product — built to your governance, not a vendor's slideware.
Shop-floor systems already talk to PLCs, MES, and ERP. AI has to talk to all three without breaking the audit trail. We ship quality-control, supplier-management, and work-instruction agents that operate inside the existing governed workflow — not parallel to it.
We have shipped agents in adjacent regulated and operationally complex fields. Tell us what you are building. We will tell you whether we are the right squad.