Black Mesa Research — Private, fixed-price AI systems

Clients

Built for the companies the big vendors ignore.

Not a sales team with a quota. A small team that answers for the work. The firms we work with cannot get a big vendor's attention, cannot hire an ML team, and suspect they are being sold something — that is where we work. We keep the client list deliberately short so each one gets attention, not a ticket queue.

The list

Deliberately small

A handful of client relationships at a time. No rolling pipeline, no account manager you never meet.

The attention

Direct, always

You write to the people doing the work. They answer, in the same channel, within 48 hours.

The cost

Less than one hire

A fixed diagnostic, fixed-price builds, a monthly partnership retainer, and you keep your data.

PrivateYour data stays in your four walls. On paper, not in a pitch. Our systems run on your machines or ours, under a written data charter: no third-party training, no egress, destruction on request. The cloud vendors cannot say this. We do.

OutcomeWe are paid for hours returned, not features sold. A fixed diagnostic, fixed-price builds, a monthly partnership retainer — and if a build misses its pilot threshold, we fix it at our cost or refund it. That guarantee is our marketing.

SafeThe model drafts. A person approves. Both are on the record. In spill response a wrong retrieval compounds harm; in auction rooms a leaked reserve is a broken trust. That is why the human always holds the last word.

Principals

A small team. Two coasts. One firm.

A small, senior team — not a bench of account managers. The people you write to are the people who build and run the systems, from New York and California, across US business hours.

Delivery

Co-Founder · OperationsNew York

Business owner and IT operator. Owns delivery, client relationships, and the reality of running in your building. Knows what actually breaks in a small business — and what will never get signed off.

Engineering

Co-Founder · TechnologyCalifornia

Engineering background. Owns the model layer, private inference, and the rigor that systems do not lie. This is why the infrastructure is the moat, not the marketing.

The Work

We serve the companies that keep communities safe and fed.

Environmental response, heavy equipment, the trades that build and clean and move what the rest of the economy depends on. Every hour and dollar we return to such a firm flows back into the places they serve.

Environmental response

24/7 dispatch and compliance reporting

After-hours spill dispatch, manifests, and the audit-ready paperwork these firms already live under. Built so a responsible human holds the last word on every consequential response.

pilot result11 hours of weekly dispatch admin returned in a recent pilot.

Heavy equipment

Cataloging and title diligence at scale

Lot descriptions, condition reporting, and the paperwork that moves equipment cleanly. Private inference keeps reserves and bidder relationships exactly where they belong — in the auction house's own machines.

pilot resultLot cataloging turnaround measured in hours, not days.

Contact

If your business runs on hours, write to us.

No sales team. No chatbot. No calendar-link spam. One message, and a reply within 48 hours — signed by a real person.

No mail app? Copy our address: [email protected]

FAQ

The questions most firms ask, answered plainly.

01What does it cost?

Less than one hire. A fixed-price diagnostic, fixed-price builds, and a monthly retainer — and if a build misses its pilot target, we fix it at our cost or refund it. We quote the diagnostic before any work starts.

02Where does my data go?

It does not go. That is the point. Our systems run on your machines or ours, under a written data charter: no third-party training, no egress, destruction on request.

03Why so few clients?

Because we answer for the work. Our team stays small on purpose, and so does the client list — each client gets the attention a $200M account gets at a big vendor, at a price less than one hire.

04Why "Black Mesa Research" — BMR?

A mesa is the dark, flat-topped ground that rises out of nothing and does not move — the steady layer underneath everything around it. That is the role we take in a client's operation. The Research is the honest half: we study a business until we know where the value is, then we build. We sign BMR, and we answer to it.