Stop Token — Common sense AI agency
Most of thisyou should not build.
Every one of these was sold to somebody this year. Yours is a version of this list, and it is longer than it needs to be.
Track record
- systems in production
- 18
- years building this
- 16
- engagements delivered
- 62
- handed over and still running
- 62
Services
- AI Readiness auditWhere AI pays for itself here, and which of it you should not buy.4–6 weeks
- AI Transformation PlanningWhat to build over the next twelve months, and what to refuse.6–10 weeks
- AI of Common SenseThe smallest set of tooling and process that lets your team go on without us.8–12 weeks
- AI Adoption projectsYour teams using AI on their own work, in cohorts, with the hours measured.4–6 weeks per marathon
Who you work with

Max Ivanov
LinkedIn
Alex Barakov
LinkedInA community of practitioners who run AI in production at companies you have heard of.
When a problem needs somebody who has already solved it, we bring that person in for that piece — an afternoon of a practitioner instead of a month of us learning on your budget. Not a partner network: nobody here is paid to recommend a product.
How we work
ENOUGH. A framework for buying only the AI that pays for itself
Narrow it. Ship it. Leave. Every stage carries a refusal, and the last one is the handover — the only kind of method worth buying.
The framework in fullExamine
What is already true: readiness, the jobs to be done, what has been bought
Narrow
What to build, in what order, and what will not be built
Outline
The smallest architecture that carries the chosen work
Use
One or two things in production, used in real weeks
Gauge
What it returned and what it costs to run
Hand over
The roadmap the team runs without us
Next step
Start with the part you already know is broken.
Or write directly