Industries
Built for sectors where the cost of getting it wrong is real.
Our work concentrates where operational complexity, regulatory weight, and system fragmentation intersect.
Financial services
Onboarding, underwriting, surveillance, and reporting workflows where every automated decision must be explainable and auditable.
Healthcare & life sciences
Clinical operations, prior authorization, documentation, and research workflows under strict privacy and validation requirements.
Logistics & supply chain
Exception-heavy operations spanning carriers, ERPs, customs data, and partner portals that rarely speak the same language.
Energy & industrials
Asset, maintenance, and compliance workflows bridging field operations, historians, and enterprise systems of record.
Legal & professional services
Document-dense review, diligence, and knowledge workflows where precision and traceability outweigh raw speed.
Advanced manufacturing
Quality, planning, and supplier processes that connect shop-floor telemetry to commercial and ERP environments.
- Work spans five or more systems of record
- Exceptions, not the happy path, consume the team
- Regulatory or audit obligations govern every decision
- Prior AI pilots never reached production
- Vendor platforms cover 70% and stop short
- Institutional knowledge lives in a few key people