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AI PILOT & EVALUATION · AI Pilot & Evaluation

Pilot small, decide on data

A safer road into AI for companies that refuse to buy on stories: one fixed-scope, fixed-length pilot. Before work starts we measure the baseline and register the success metrics; at the end, an evaluation report judges the pilot against exactly those metrics. If it misses, the exit terms agreed at the start close it cleanly — a pilot is a question, not a life sentence.

An evaluation desk: test sheets with abstract bar charts and empty checkboxes, red and gold pencils, a stopwatch and folders with blank labels
Baseline firsttoday’s numbers measured before anything is built
Metrics pre-registeredsuccess defined before the pilot, never rewritten after
Fixed lengththe pilot closes on schedule; no endless tuning
Exit termshow a miss is wound down, agreed before we start

Who it fits, and what gets in the way

Owners and managers weighing AI adoption who need a conclusion their own organization can act on — with numbers attached.

Every vendor promises efficiency; the internal argument has run for months with nothing to decide on

A previous pilot ended in opinion against opinion: no baseline, no metrics, no verdict anyone trusts

The real fear is not pilot cost — it is the pilot that never ends, tuned forever, stopped by nobody

An evaluation desk: test sheets with abstract bar charts and empty checkboxes, red and gold pencils, a stopwatch and folders with blank labels
Figure 1 · AI Pilot & Evaluation

What you get

ComponentWhat is includedDeliverable
Scenario selectionOne tightly bounded scenario picked from your workflow — only oneA pilot scope sheet
Baseline measurementCurrent state measured first: volumes, handling time, error ratesA baseline report
Pre-registered metricsPass lines and judging method written down and frozen before buildA metrics sheet; the verdict uses it
Pilot runBuilt to scope and run with a full trail; issues summarized weeklyRun log and weekly summaries
Evaluation & verdictJudged against the registered metrics: passed, missed, or data insufficient — reported separatelyAn evaluation report fit for an internal decision
Tool & subscription inventory (optional)A pass over the AI tools and subscriptions already on the books: what is used, what idlesAn inventory list

How it runs

01

Pick & measure

About a week: scenario chosen, baseline measured, metrics written

02

Build & wire in

Built to scope, connected to your current channels and data; internal dry run first

03

Pilot run

The agreed period, weekly summaries; metrics watched, never redefined

04

Verdict & next step

Evaluation report at close: expand, adjust, or stop — decided on the data, by you

Boundaries

Not included

  • No promised pass: what is promised is the discipline — baseline, registered metrics, honest verdict
  • No scope creep mid-pilot: added scenarios become new pilots, separately scoped
  • No polished reports: a miss is reported as a miss, with causes classified

What we need from you

  • One bounded scenario and one internal counterpart
  • Access to the data and people the baseline measurement needs

How engagement and quoting work

Fixed scope, fixed length, fixed price — in the contract before work starts, priced per scenario by a person after discovery. Expansion after the verdict is your call; a miss closes under the agreed exit terms with data and reports handed over in full.

Questions on this page

How is this different from just buying the AI Staff service?

AI Staff is the long-term managed service. This is the proof step before it: smaller scope, fixed length, baseline and evaluation attached. Passing pilots commonly convert.

Can the report convince our leadership?

That is what it is built for: baseline, metrics, results and method, with the judging rules agreed before the pilot ran — not written at the end.

What happens on a miss?

The report classifies it: wrong hypothesis, insufficient data, or execution. Exit terms close the engagement; nothing rolls into a long contract on its own.

How long is a pilot?

Usually a few weeks, by scenario. The length sits in the contract and closing is automatic at term.

How do we start?

Describe the scenario in a few sentences on the contact page, or start from the pilot application page. We help draw the boundary first.

Related

Apply for a Pilot

The application entry, with scope and process spelled out

See details →

AI Staff

After the verdict, roles move into managed operation

See details →

AI Governance & Compliance Readiness

Pair the pilot with governance and an evidence trail

See details →

Pilot small, decide on data

Tell us where it hurts first. Scoping and a written quote come before anything starts; looking costs nothing.
Or ask Leo, the assistant at the bottom right, first — get the questions clear before you write to us.

Talk it through →