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AI built for every regulated industry.

From private equity and law firms to hospitals, biotechs, and research labs - We'll find the single bottleneck keeping you from your goals and build the system that removes it. In production, audit-ready, and with your data never leaving your control.

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Measured client value
$60M+
Operational savings
$5M+
Regulated industries
15+
Hours building production AI
17k+

Otavio & his team have worked with

  • Intuit
  • OmniAb
  • Armistice Capital
  • Beta Bionics
  • Novo Nordisk
  • Truist
  • Cerebral Connections
  • Adon.ai
  • EIDMI
  • Fenwick & West
  • Office Ally
  • M-Square Capital
  • University of California Merced
  • Intuit
  • Foresight Sports
  • Think Investments
  • Edison Smart
  • Truist
  • Alku Recruiting
  • IKEY International
  • Atika Capital
  • Fenwick & West
  • Private Equity
  • SSTM2
  • Advanced Research Consulting
  • Conquest Trader

Free to diagnose. Built to remove it. Yours to keep.

  1. Diagnose - free

    We run the first stage of our build process for you: your #1 constraint, the workflow it lives in, and the best solution for it - whether it's AI or something else entirely. About 90 minutes of your time, and yours to keep - whether or not we build it.

  2. Build - the 8-Week Sprint

    When you're ready, we remove the constraint end to end in 8 weeks - guaranteed. Every stage is gated on a measured win against a baseline we set with you, and your data never leaving your control.

  3. You own it

    We train your team to run and extend what we build - no subscription, no lock-in, and no dependency on us. We price the build at about 10% of the value it unlocks and that you name so that it's guaranteed to 10x what you pay.

Proven across regulated industries.

We build where "it kind of works" isn't good enough - every system we've built has shipped in audit-ready environment and runs in full production, not a demo.

  • Legal & professional services

    Every matter waits on a handful of senior people - and your most privileged work can't touch a public AI tool. We remove the one bottleneck capping throughput, with the AI running entirely inside your walls, and leave your team building its own workflows.

    • Privilege stays in-house
    • Partner capacity back
    • You own the workflows

  • Private credit & specialty lending

    Origination and underwriting move only as fast as your few most experienced people, and every decision has to stand up to an examiner. We remove the throughput constraint and produce the audit trail with it - your data never leaving your firewall.

    • More underwritten per head
    • Audit-ready by design
    • Data never leaves

  • Hedge funds & asset management

    Your edge rides on a few analysts whose judgment drives the book - a concentration you feel every time one is out or moves on. We scale that research capacity without adding headcount, every output traceable to the data behind it.

    • Analyst capacity multiplied
    • Traceable to source
    • De-risk the key read

  • Pharmaceuticals & biotech

    A funded program shouldn't stall on one manual step only a few people can do - a screening pass, a segmentation, a document gate. We remove the bottleneck blocking the milestone, often replacing a rented tool that couldn't, in weeks.

    • Hit the milestone faster
    • Replace the rented tool
    • Validation-aware

  • Medical devices & clinical AI

    The device's clearance takes years - but the model that unblocks your program doesn't. We ship the piece you can use now: the accuracy or analysis that removes the technical blocker, often saving a self-run study that would cost millions.

    • Unblock the program now
    • Avoid the costly trial
    • Audit-ready

  • Healthcare IT & clinical operations

    Intake, claims, and support are capacity-bound and all firefighting - and none of it can risk PHI leaving the building. We remove the operational constraint where the volume actually hurts, deployed so patient data never leaves your perimeter.

    • Clear the ops backlog
    • PHI never leaves
    • You own it

  • Higher education & research

    Research output and grant cycles move only as fast as a few key people, while reviews and student-data rules slow everything down. We remove the throughput constraint inside those rules - literature, drafting, study ops - so the work moves without the risk.

    • Research throughput up
    • Grant cycles faster
    • FERPA / IRB-aware

  • Insurance & actuarial

    Underwriting, pricing, and claims move only as fast as a few seasoned experts - and every call has to be defensible to a regulator. We remove the throughput constraint with reasoning your team can defend line by line, and the audit trail comes with it.

    • More priced per expert
    • Defensible by design
    • De-risk the key judgment

  • Private equity & deal sourcing

    Your firm runs on partner judgment, and that caps how many targets you can actually evaluate. We build sourcing-and-diligence engines that take a team to several times the throughput on fewer people - and surface the deals that would have slipped past.

    • More targets per analyst
    • Leaner deal team
    • Sourcing you'd have missed

Next step

Find your constraint.

Regardless of your industry, it starts the same way: we find the one constraint capping your growth and show you the best solution for it - free, and yours to keep whether or not we continue to work together.

Get your free diagnosis

Free. About 90 minutes of your time. No obligation.