Free · the 3-step constraint diagnosis
Most AI projects in regulated businesses return nothing because they're aimed at the wrong problem. We'll find the single bottleneck keeping you from your goals, where it's hiding in your business, and show you the best way to solve it for free. The full diagnosis and plan is yours to keep, whether or not we continue working together.
Otavio & his team have worked with
But at any moment, a business is held back by exactly one thing - one constraint - and everything else is noise around it. Pour money, people, and hours into the wrong one, and you barely move. Find the real constraint, and a single fix can move everything - your revenue, your margins, and especially what the business is worth. The catch: it's almost never the one you'd guess.
We run the entire first stage of our build process for you, free. About 90 minutes of your time across three short sessions - we do the rest. You walk away with:
The single highest-leverage thing holding you back, in plain English - not a list of twenty.
Pinpointed, not guessed - so you never aim AI at the wrong thing.
The highest-return approach to fix it, walked through with you - the part most firms charge for.
Sequenced by return, so you know exactly where to start and what to ignore for now.
Your sensitive data handled right from day one - privileged, regulated, or confidential.
Board-ready, in your leadership's language - yours to keep, with us or without us.
A short form, about 15 minutes. Within a day, we name your likely constraint and the function it lives in.
About 45 minutes. We map your workflows together, live, and pinpoint the exact one the constraint lives in. No homework.
About 30 minutes. We walk you through the best option to remove it. The plan is yours to keep, whether or not we build it.
Every result below is a real engagement, anonymized to protect the client. See all services & industries →
Private equity · Finance
A research and sourcing engine took the team from 7 analysts to 4 at more than 2× the throughput, removed about $665K a year in operating cost, and sourced a deal that added more than $20M to the portfolio.
Pharma · Biotech
A specialist build replaced a $200K-a-year software tool in under six weeks, and beat every accuracy bar we agreed on up front - something a rented tool and a months-long internal attempt both failed to do.
Legal · On-premise
Moved a top firm's AI off the public cloud and into their own building - eliminating about $1.7M a year in cloud-AI spend plus a $1.55M one-time cost, with privileged work never leaving the firewall. The firm now builds its own workflows.
Data solutions · Finance
Turned a human-bound research service into a scalable product - reclaiming 40 to 60 hours a week of each partner's time, and turning years of stalled growth into a warm backlog of new business.
MedTech · Healthcare
Lifted first-hour modeling accuracy from about 52% to 86% - removing the technical blocker to inclusion in Novo Nordisk's feasibility study, and avoiding a self-run trial that would have cost more than $10M.
Every stage is gated on a measured win against a baseline you record first. You see the proof before you scale it - a number, not a projection.
Proven by · Every engagement to date
Your team runs and expands what we build. No subscription, no vendor lock-in - we train your people to take it from here.
Proven by · Clients now building their own workflows
On-premise or inside your own cloud. Privileged, regulated, and confidential data stays inside your walls.
Proven by · AM100 Law · Finance · Healthcare · Biotech
Law firms, hedge funds, biotechs, and Fortune 500 teams. Seven years, 17,000+ hours, 15+ regulated industries - places where "it kind of works" isn't good enough.
Proven by · $60M+ in measured client value
The diagnosis is free. When you want the constraint actually removed, we build it end to end - in 8 weeks - and we train your team on how to run it and expand it so they own the result and are able to solve your next constraint without us.
No failed six-figure experiment or pilots. Every stage is gated on a measured win against the bar we set with you and that you sign off on. No data leaving your control. No dependence on us afterward. All tailored to your stack and your industry's requirements.
Next step
We only run a handful of these a month, because a real diagnosis takes expertise and deep focus, so the calendar fills up fast. Every month the constraint stays is another month without the growth it's blocking.
Free. About 90 minutes of your time. No obligation.
