Track record
Our record, by industry.
A historical view of programs our practitioners have delivered, described by domain, scale, problem and outcome.
Public sectorTens of millions of residents served
Modernizing licensing for a regional authority
A mainframe-era licensing system produced weeks-long permit cycles and could not absorb policy changes without quarter-long releases.
Permit issuance reduced from weeks to days; rule changes deployable in hours.
Read the program- License and permit types
- 200+
- Permit issuance
- Weeks to days
- Rule change lead time
- Quarters to hours
HealthMulti-state hospital network, hundreds of facilities
AI-assisted clinical decision support for a hospital network
Inconsistent decision support across care settings led to variable adherence to evidence-based protocols.
Measurable improvement in protocol adherence on tracked conditions, with clinician acceptance above target.
FintechMillions of borrower applications per year
Fraud detection modernization for a tier-1 lender
A rules-based fraud engine rejected legitimate applicants while novel fraud patterns went undetected.
Substantially lower false-positive rate, higher detection of novel patterns, and shorter cycle time on flagged applications.
Enterprise SaaSThousands of enterprise tenants
Strangler-pattern platform rebuild for a category-leading SaaS provider
A monolithic platform constrained the roadmap; each new tenant feature risked regressions for existing customers.
Release cadence moved from quarterly to weekly; multi-tenant scaling headroom restored without a single large cutover.
AI toolingTens of thousands of paid seats
Production-grade agent tooling for a knowledge-work platform
An agent product performed well in demonstrations but degraded under real customer data and a large set of tools.
Production task-success rate reached a publishable level; reliability ceased to be the leading driver of support requests.
EdtechMillions of monthly active learners
Adaptive learning for a global edtech platform
Uniform curriculum sequencing disengaged strong learners and lost struggling ones; instructor-built paths did not scale.
Higher course completion in target cohorts; instructor use of the override controls confirmed trust in the engine.
What runs through this work?
Patterns across our work.
Documents per year
Processed through AI pipelines across regulated workflows.
Platform deployments
Regional and national systems serving population-scale bases.
Blueprint to running system
Time-to-production practices from the start.
Generative AI in regulated workflows
Human-in-the-loop, audit-ready agentic systems.
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