AI that keeps you compliant and makes you faster.
We find where AI returns hours, protects margin, and unlocks revenue, then build it so every output stays auditable.
Why AI stalls where the stakes are high
Pilots that never touch real work
Demos impress. Production is where initiatives die, in the gap between a slick prototype and a workflow where errors have consequences.
Answers without receipts
Generic tools summarize confidently and cite nothing. In claims, lending, or care, an answer you cannot trace to a source page is an answer you cannot use.
Compliance says no, correctly
If a system cannot show its work, your compliance team is right to kill it. The fix is not less oversight. It is systems designed for oversight from day one.
We build these systems ourselves
The advice comes from shipping, not from frameworks. These run in production today for document-heavy, regulated work.
Claims file analysis
Reads thousands of pages of medical records, bills, and correspondence, with every extracted fact linked to its source page.
Denial and payment reconciliation
Finds the gaps between what was billed, what was paid, and what is owed, before they become write-offs.
Document review pipelines
AI does the reading, drafting, and cross-referencing. Trained reviewers sign off before anything ships.
The bottleneck was never the decision. It was the four hours of reading in front of it.
Book a fit callTwo weeks. About five hours of your team's time.
Week 1
Kickoff
30 min
Align with leadership on goals, and choose which workflows and stakeholders to dig into.
Week 1
Working sessions
30 to 60 min each
Up to three sessions with the people who own the work, mapping how it gets done today and where the time goes.
Weeks 1 and 2
Analysis
none needed
We score the opportunities and build your Value Map and Roadmap. This part is entirely on us.
End of week 2
Readout
60 min
We walk leadership through both deliverables, and what we would do first, and why.
What you walk away with
Every opportunity ranked by the lever it pulls, and a sequence for capturing them.
The Value Map
Your top five to seven opportunities, ranked by impact and tagged by what each one moves: hours handed back, margin protected, or revenue unlocked. Scored against your real workflows.
- Intake triage and routingHOURS IMPLEMENT
Every new file classified, keyed, and routed the day it arrives
- Denial appeals packagingREVENUE BUILD
Appeal-ready evidence packets assembled straight from the file
- Records chronologyHOURS BUILD
Thousand-page files distilled into source-linked timelines
- Loan file and KYC abstractionMARGIN IMPLEMENT
Key terms and exceptions pulled from every document set
- Compliance evidence assemblyMARGIN IMPLEMENT
Audit responses assembled with citations, not scrambles
Illustrative example. Yours is built from your workflows.
The 90-Day Roadmap
A sequenced build plan, not a wishlist. Each phase ends with working software in your team's hands, and you commit to one phase at a time.
Days 0 to 30
Prove it on real work
The highest-confidence opportunity ships first, on your actual files, inside your actual review process.
Days 30 to 60
Compound
The next phase builds on the data, structure, and trust the first one created. No scattered pilots.
Days 60 to 90
Make it operational
Worklists, ownership, and quality checks, so the system runs as part of the operation rather than beside it.
Straight terms
- Fixed fee, quoted upfront
- You know the number before we start. No hourly meters, no scope creep.
- Credited in full
- The audit fee counts toward your first build. You do not pay twice for the same thinking.
- Yours to keep
- Both deliverables are yours whether or not we build anything together.
- Builds priced fixed, shipped phased
- Implementation is scoped separately at a fixed price, and you do not pay for delivery until you have accepted that it works.
Built for scrutiny
We do not claim certifications we do not hold. We build systems your auditors, regulators, and opposing counsel can interrogate.
- Every output cites its sources, down to the page it came from.
- Least-privilege access. Your data stays yours, deleted on request.
- Human review is part of the workflow design, not an afterthought.
- We work inside your review and approval process, not around it.
Book a fit call
Tell us what is slow. We will tell you honestly whether AI can help, and where it cannot. Twenty minutes, and you will know either way.
We reply within one business day.