Impact Studies
Work that shipped.
Every engagement on this page went to production. Some clients can be named. Some cannot. Either way, the systems are running.
Defense · U.S. Army Enterprise Program
Enterprise analytics for 50,000+ users in 11 weeks.
The program office was drowning in manual reporting. Reports were three to ten days stale. Data sources didn't agree. We unified them, automated the refresh, and shipped a role-based dashboard leadership could open on a phone.
Federal Civilian · Cross-Agency Intelligence
Sourced answers across 800,000 documents.
Across an 800,000-document corpus spanning decades and three agencies, we built a retrieval and answer system with grounded citations, role-based access, and a strict classification boundary enforced at ingest.
Enterprise · Multi-State Commercial Roofing Operator
Unified ops dashboard across JobNimbus and QuickBooks.
The leadership team was rebuilding the same KPIs every Monday by exporting CSVs from three systems and stitching them in spreadsheets. We built the warehouse, the views, and the dashboard the operations team now opens before standup.
Enterprise · Enterprise SAP Training Operations
AI-generated SAP training content, six layers from one input.
Training teams spent weeks turning each new SAP transaction into a usable training package. We built a single pipeline that takes BPMN, Tosca scripts, and screenshots and emits the full content set, ready to ship.
Enterprise · Fortune 50 Healthcare Distributor
Agentic contract eligibility engine for healthcare distribution.
The legacy workflow had three human input streams, an incomplete EDW cross-reference table, and one hundred plus people doing data entry. We built an agentic classification engine that ingests the evidence, decides eligibility, and persists every decision with an auditable trail.
Enterprise · Fortune 50 Healthcare Distributor
Tiered agentic classifier for missing customer segmentation.
The legacy customer master had thousands of accounts with empty segmentation fields. The cross-reference table was hand-maintained and incomplete. We replaced the gap-filling guesswork with a five-layer pipeline that gathers the evidence, classifies, and routes uncertainty to a human reviewer.
Enterprise · Fortune 50 Healthcare Distributor
Document pipeline that turns contract PDFs into structured terms.
Manual contract review was the bottleneck on every onboarding and every dispute. We built a document analysis pipeline that pulls the structured terms out of the contract PDF and hands them to the downstream pricing and chargeback systems with confidence scores attached.
Protected engagements
Other production systems we've delivered can't be described here. Classified environments, prime-contractor NDAs, enterprise confidentiality. They shipped. We'll discuss them under appropriate agreement.
Ask us what else we've built