Domain expertise first, technology as the means
Public sector, health and human services, insurance, and financial services, served by senior people who understand the domain before building.
Public Sector
Federal and state agencies, transport authorities, procurement offices. Our team's record runs through licensing and permitting, grants management, revenue applications, elections, and inspections, delivered the way this domain actually runs: procurement cycles, ATO processes, and what "in production" means when the public depends on it.
Delivery record A statewide voter management system on AWS covering 12 million active voters, 22 million historical records, and 1,300+ state and county staff. More than 200 license types consolidated onto one Shield-encrypted platform for a state regulator. An AI-first automation platform, ISO 27001 and SOC 2 certified, in production across major city and state agencies.
Delivered by our founders and practitioner-architects in senior roles at prior firms.
Health & Human Services
HHS agencies · Healthcare techHHS agencies and healthcare technology. Our team's record spans eligibility and case management for human-services and nutrition-assistance programs, child care and child welfare systems, crisis response, disease surveillance, and immunization management: AI work that respects how regulated this domain is.
Delivery record Citywide COVID-19 vaccine management for a major US city: eligibility, scheduling, and record-keeping across roughly 8.4 million residents, stood up on an emergency timeline. Contact tracing for the same city at metropolitan scale: 8.27 million residents in scope, architected for 15,000 concurrent users.
Delivered by our founders and practitioner-architects at prior firms.
Insurance
Claims · UnderwritingClaims, underwriting, and member operations: document-heavy workflows where agentic triage earns its place.
Capability Multi-model extraction over unstructured claim files, agentic triage with the adjuster in the loop, and first-pass routing in seconds. The same document-processing spine our team runs at 2.7 million documents a year in other regulated sectors.
A capability we are equipped to deliver. Ask us for the adjacent-sector references.
Financial Services
Regulated cloud · Data platformsBanks, lenders, and regulated institutions. Our team's record covers loan origination and lending automation, regulated cloud foundations, and the data platforms underneath them, for organizations that cannot move fast by being careless.
Delivery record $1.074 billion in federal ARPA funds administered to more than 18,000 providers through a guided-application platform with bank and business verification, automatic grant calculation, and audit-grade lineage. $569 million disbursed in three weeks.
Delivered by our practitioner-architects at a prior firm.
Questions before you commit
How deep the experience runs, and how we work inside a regulated domain.
How deep is your experience in a given sector?
Deep enough to be evaluated on delivery, not curiosity. Public sector and health and human services carry a multi-year record through our founders and practitioner-architects: elections, licensing, grants, immunization, and crisis response, cited with figures on this page. Financial services carries the same team's loan-origination and lending-automation experience. Insurance is the one sector where we say plainly that the record is a capability, not a client roster.
How do you build and maintain domain knowledge, not just cite it?
The senior people who built the prior record are the same people scoping and shipping today's engagements, so the domain knowledge stays active instead of archived. We are deliberate about adding sectors, too: a new regulated domain earns a place on this page only once a practitioner on the team has built real delivery depth in it, not before.
How do you engage inside a regulated domain?
We plan around the authorization process instead of discovering it late. Security controls, documentation artifacts, and boundary decisions are designed in the first sprint rather than retrofitted before assessment, and the architecture assumes a continuous-monitoring posture from the start. Our team has delivered Shield-encrypted platforms and holds ISO 27001 and SOC 2 certified platform experience.
What happens if our sector isn't one of the four listed here?
We tell you honestly where the pattern transfers and where it doesn't. The document-processing and agentic-triage work behind our regulated-sector delivery generalizes well; the compliance specifics of a new sector do not, and we would not pretend otherwise. If your industry is new to us, we scope and price it as an early engagement and say so upfront.
Your domain, your constraints.
Tell us the domain and where the workflow is stuck. We'll bring the delivery pattern that fits it, scoped in one call.