95% of AI pilots never pay back — not because the model was wrong, but because nobody redesigned the work and nobody owned the result. Original Limited is a one-operator studio that does both, and publishes the price before you sign.
The test
The pilots that fail have none of the three.
That is the whole business.
Redesigned
The workflow was rebuilt, not decorated around. Tooling was the last decision, not the first.
74%of AI high performers fundamentally redesigned the workflow, against 25% of everyone else. The largest single divider in the data is not the model — it is this.
McKinsey, The State of AI (2025, 2026)
Outsourced
Specialists did the specialist work. In-house teams succeed about a third of the time; specialists, about two thirds.
67%of deployments using specialist vendors succeed, against 33% for in-house builds.
MIT Project NANDA, The GenAI Divide (2025)
Accountable
One human was answerable for the outcome. No shared blame, no committee, no “the team agreed”.
6%of organisations can attribute more than 5% of EBIT to AI at all — a share that has not moved across two years of surveying.
McKinsey, The State of AI (2025, 2026)
Around 95% of enterprise generative-AI pilots delivered no measurable profit-and-loss impact — not a low return, none. A pilot that cannot be held to a number is a pilot, not a system.
95%, and 67% against 33% — MIT Project NANDA, The GenAI Divide (2025). 74%, 25% and 6% — McKinsey, The State of AI (2025, 2026).
A good fit on the first call is worth more than a signed contract that goes badly. Four kinds of prospect should spend their money somewhere else, and we would rather say so here than waste a month of everyone's time.
A single operator is a real advantage up to roughly $2M in revenue and a genuine limitation above it. If you need procurement, a security questionnaire answered by a compliance team, and an MSA — we are the wrong shape.
The Fix is $7,500 and Build & Run is $6,500 a month, because that is what the work costs to do properly. If a $900 template or an hourly freelancer solves it, use one. We will say so on the call rather than after it.
We are not here to bolt on a chatbot nobody uses. The first question on any call is what actually breaks and what it is worth fixing. Sometimes the honest answer is that nothing on your list is worth doing yet.
If you want a deck explaining that your AI strategy is synergistic, there are agencies who will produce a beautiful one by Friday. This is a diagnosis, a build, and one person accountable for whether it works.
If none of that describes you, the first call is short, free, and ends with a recommendation either way — including the recommendation to hire somebody else.
Part of a larger operation
Original Limited is the operator. not10robots is our agent team — the same studio, run as a design-and-build system that ships its own work in public.
Eight capabilities, one accountability, six steps from intent to running system. If you need the system rather than the operator, that's where it lives.
Visit inatrenchcoat.run