Applied AI, Composed for You
Your organization's best thinking is invisible to your AI.
The judgment your experts carry, the way they actually decide, is the most valuable thing your business has. Generic AI can't see it. We build custom AI that can.
Generic AI knows everything except your business.
It can draft an email. It cannot analyze a contract on your terms, run a workflow under your protocols, or reach a decision the way your best people would. It sees your documents, your data, your tickets and reports. It cannot see the judgment that makes those artifacts mean something.
Today's AI has the knowledge. It has read everything written on your field, and it can ingest everything documented inside your walls. It even carries a kind of expertise, drawn from all that material. What it does not have, and cannot acquire, is your experience: the calls your people have made, the exceptions they've learned, the reasoning that only comes from having done the work.
Knowledge and expertise without experience don't add up to judgment. That's why the models themselves now tell you to verify their answers. In the domains where judgment is the product, that gap is the whole problem.
Your data is not your judgment. Where judgment is the work, the difference is the whole business.
Built for work where judgment is the value.
We work where the quality of a decision rests on knowledge that's hard to codify: professional judgment, tacit method, experience that separates a good call from a defensible one. These are the fields where generic AI fails most expensively, and where a system built on your context is worth the most. The average knowledge worker can get a lot from Claude or ChatGPT off the shelf. That's not who we build for. We build for the expert work underneath, where being wrong is costly and context determines whether the answer is right.
- Audit and Accounting
- Legal
- Management Consulting
- Actuarial Sciences
- Biopharma and Healthcare
Different fields, one thing in common: the expert's judgment is the point, and the AI has to respect it.
We don't just talk about it. We build it.
A design studio is judged by what it ships. A sample of what we've designed and built, described by outcome, not by client. Each of these runs on the client's own infrastructure.
A contract-review engine that shows its work
A five-day review cycle compressed to a same-day answer, with every risk flag traceable to the exact clause that triggered it.
Continuous risk monitoring that knows when to stay quiet
A global risk function that finds material developments across its portfolio in minutes instead of quarterly review cycles, with every flag traced to its source.
An AI deal room that turns a data-room dump into exhibit-ready actuarial analysis
Insurance M&A diligence where document preparation compresses from weeks to days, every figure traces to its source page, and the actuaries keep every judgment call.
A project office that runs on live data, not status decks
A PMO where reporting cycles disappear and leaders interrogate real-time execution data directly, cutting decision latency from weeks to hours.
The Firm Brain: turning a firm's engagement history into an edge competitors can't copy
A concept design for a mid-sized consulting firm: its methods, precedents, and practitioner reasoning encoded into a context graph, so the firm competes on what only it knows as AI makes generic analysis cheap.
You own what we build. No SaaS, no per-seat meter.
For twenty years, the deal was simple: custom software was too slow and expensive to build, so you rented a generic product and bent your business to fit it. AI changes the economics. When a system can be built for exactly how you work, in weeks, renting someone else's generic tool is the compromise it always was, only now you don't have to make it.
So we don't sell subscriptions. We build bespoke systems that run on your infrastructure, with your models and your data, and we hand them to you to own and operate. First working application in four to six weeks. Production version in two to four months. No vendor lock-in. No recurring seat fees. Yours to keep.
- 4–6 weeksFirst working application
- 2–4 monthsProduction version
We'd rather build you something you own than rent you something you don't.
Why an ontology, and not just a smarter prompt.
Generic AI approximates your business from patterns learned elsewhere. RAG retrieves your documents but still doesn't understand your rules. We build on a structured model of how your business actually works, so the system reasons from your logic instead of guessing at it, handles your exceptions, and stays aligned as things change.
Where should we start?
Tell us what you're trying to solve. We'll tell you honestly whether AI is the right answer, and if it is, what it would take to build it well.
Start a conversationApplied AI, composed for you.