Black Mesa Research — Two of us run the machines.

Clients

A small number of clients, into the age of their machines.

Not a sales team with a quota. Two operators who answer 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

Two operators, direct

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 our iron or yours, 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

Two operators. Two coasts. One firm.

The pairing is the point: enterprise-grade engineering with a Main Street sense of how work is actually done. Bi-coastal is a feature — near-continuous attention 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.

The unglamorous middle: 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.

sample figure11 hours of weekly dispatch admin returned, pilot-verified.

Heavy equipment

Cataloging and title diligence at scale

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

sample figureLot cataloging turnaround measured in hours, not days.

Correspondence

If your business runs on hours, write to us.

No sales team. No chatbot. No calendar-link spam. One letter, and a reply within 48 hours — signed by a real person. The absence of automation on this page is itself the point.

Or write directly: [email protected]

Maybe

The questions most firms ask, answered plainly.

01What does it cost?

Less than one hire. A fixed diagnostic, fixed-price builds, and a monthly partnership retainer. If a build misses its pilot threshold, we fix it at our cost or refund it. Price is discussed in conversation, never mailed.

02Where does my data go?

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

03Why so few clients?

Because we answer for the work. You cannot answer for forty clients. A deliberately small client list — each one 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.