We build AI that works
for your business. Today.
AI assistants, automated workflows and document search, built around how your team works. Pilots are up and running in 3 weeks.
Three AI practice areas.
Single accountability.
We don't hand you a strategy deck. We design the system, build it and launch it — then stay responsible for the result.
The tools we build with.
Most AI projects never ship.
Ours start at $5,000, with 3 weeks for pilots.
S&P Global found that the average organization scrapped 46% of its AI proofs-of-concept before production. In 2025, 42% of firms abandoned most of their AI initiatives outright — up from 17% a year earlier. The problem is rarely the technology. It's projects that bill for months before anything works.
| Us | Hire in-house | Specialist AI firm | Large consultancy | |
|---|---|---|---|---|
| What it costs to start | $5,000 | Typically $250K fully loaded cost per year | Typically $25K–$50K for a scoped pilot | Quoted time and materials |
| Time to something running | 3 weeks for pilots | 6–12 months, including the hire | 2–6 months | Multi-month programs |
| Who does the work | One senior architect | Your first AI hire | A team of 1–5 | Partner overseeing junior staff |
| What you’re left with | Plain-text files in your own account | Whatever they built, if they stay | You own the deliverables; they keep the method | You own the deliverables; they keep the platform |
In-house cost derived from US Bureau of Labor Statistics OEWS wage data and the BLS Employer Costs for Employee Compensation benefits load. Project abandonment figures: S&P Global Market Intelligence, 2025 enterprise AI survey (1,000+ enterprises in North America and Europe). Specialist-firm and consultancy cost ranges are typical market figures, not quotes. Large-consultancy engagements are quoted time and materials; no public minimum is published.
Two industries.
One problem we
know how to solve.
We work with owner-operated and mid-market businesses — 10 to 500 employees. Every engagement starts with a specific business problem, not a technology pitch.
- Advisors spending 20+ minutes locating a single policy
- New staff can't find answers without asking a senior person
- Compliance prep means hunting through dozens of documents
If you're a 40-person RIA with your ADV, policies and SOPs spread across a shared drive and three inboxes, this engagement brings it all together. Your team asks questions in plain English, and every answer shows its source.
- The same contracts, policies and SOPs searched manually every week
- Junior staff blocked waiting on a senior person for answers
- Institutional knowledge walking out the door with turnover
If you're a practice where three partners are the only people who know where anything is, this engagement puts that knowledge where anyone can ask it a question. When the answer isn't in your documents, it says so instead of guessing.
Not your industry? The patterns repeat — book a scoping call and we'll tell you if there's a fit.
Ready to find out where AI moves the needle for you?
Start with the AI Readiness Assessment. A clear plan in 2–3 weeks. No guesswork, no vague roadmaps.