TELCHINES

AI that works for your business

Your AI worked in the demo. Will it hold up on Monday morning?

Every company runs on its own work, rules, and priorities. Most AI is judged on someone else's. Telchines is software that tests AI against yours, keeps it under your control, and fits it to where you already run, so your team can put it on real work and show what it delivers.

Take the 2-minute Readiness Check See how it works

Up to seven plain questions. You get a score, a plain verdict, and the first thing to fix.

The value gap

Most of AI's value is still on the table

Most companies already use AI somewhere. Few get its full value, because it stays in a handful of teams and a few pilots.

  • 37%of people McKinsey surveyed say AI has added to their company's earnings, though 80% say it has made them personally more productive (McKinsey, 2026).
  • 3 or fewerbusiness functions is where most AI-using companies stop. Census Bureau researchers found 57% use it in three or fewer of the 15 they measured.
  • 7.5%of companies are getting value from AI at scale, by Boston Consulting Group's 2026 measure. Most are still working out how.

Sources: McKinsey, The State of AI in 2026 · U.S. Census Bureau working paper CES 26-25, 2026 · BCG, September 2026.

How it works

Runs where you already runGoogle CloudAWSAzureHardware you control

From a promising pilot to work you can rely on

Four steps the software runs for you, built around your business instead of a generic benchmark. You start outside production, with no risk to live systems.

  • Evaluate

    Tested against your work and your criteria

    No two companies run on the same documents, rules, or priorities. The software tests AI against yours, so it is held to the standard your business already keeps.

    How we evaluate

  • Scale

    A process that scales with you

    Every new use and every update runs the same test and the same controls. Only tested AI gets access, every call is on record, and your team can switch it off.

    How it scales

  • Fit

    Fitted to your environment

    It runs in your cloud or on hardware you control, and it is sized to the job, so routine work doesn't pay giant-model prices.

    How we fit it

  • Results

    Results you can measure

    What it got right, what each task costs, and how long the work takes, in numbers your leadership team can read.

    What we measure

Where it fits in your company

Start with work your team already does. Each one opens the models that fit that kind of work, with US and EU models listed first.

Two ways to start

Free, about two minutes

Readiness Check

Up to seven questions. Find out whether your AI projects will hold up in daily operations, where they are exposed, and what to fix first, in plain language you can take to your leadership team.

Start the check

Start with one workflow

Workload Packages

We set the software up on one real workflow: tests built from your cases, models fitted to your data, and controls your team runs from there. No in-house AI team needed to build or maintain it.

See the packages

Talk to us

Write to us.

Tell us which AI project is stuck and where its data has to stay. We email you a confirm link first. Once you click it, a person reads your note.

Prefer email? Write to contact@telchines.io.