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OUR APPROACH

Make a change your team can rely on.

Start with the work you want to improve. Test the value on your data, then decide on implementation. See the schedule, your team's role and the decision at each stage.

AI-generated illustration of Michał explaining a business workflow during a workshopAI AT WORK

Example: is order automation a worthwhile change?

  1. Measure order entry today
  2. Test AI drafts with your team
  3. Decide whether to use it daily

Measure time saved and corrections before investing in implementation. Each stage is a separate purchase.

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PLAN THE WORK

A clear timeline.
Time for your team to take part.

Example: turning order emails into drafts for staff to approve. Each stage needs your approval before the next one starts.

ILLUSTRATIVE TOTAL6–9 working weeks

Illustrative planning schedule, not a promised delivery date.
The stages run one after another. This assumes the agreed sample orders and system access are ready, and your team can review the work. Waiting for a start date, approvals, access or staff availability adds time. We confirm dates and your team’s involvement before each stage.

  1. 01

    1 week

    Audit

    Target: 5 working days after agreed inputs are ready.

    Review today's workload, sample orders and system access to assess the opportunity and cost.

    YOUR DECISION

    Approve a pilot or stop

    Decide whether the opportunity justifies a paid test.

  2. 02

    2–3 weeks

    Pilot

    Planning assumption for this order-entry example.

    Test order drafts on ordinary and difficult examples. Measure the time staff spend checking and correcting them to see whether the whole task takes less work.

    YOUR DECISION

    Approve implementation, change the test or stop

    Weigh the measured results against the implementation quote before deciding what comes next.

  3. 03

    3–5 weeks

    Implementation & training

    Depends on agreed connections and access.

    Connect the approved tool, test complete orders and show your staff how to use it and handle errors.

    YOUR DECISION

    Approve daily use

    Start daily use only after the agreed checks pass and your team approves.

AI-generated illustration of Michał showing an AI-drafted customer reply to a colleagueAI AT WORK

Pilot example: checking AI order drafts

  1. Real order emails
  2. AI drafts order lines
  3. Team checks against emails

Include checking and corrections in the time measured. The result that matters is less work for your team overall.

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TEST THE DIFFICULT CASES TOO

A faster draft only helps
if the whole job takes less work.

Your staff compare AI drafts with the original emails. We test incomplete and unclear orders too, so the decision reflects the work your team actually does.

  • A missing item code needs a check.

    The tool should flag it for a person to resolve. We test that behaviour before the draft can become a confirmed order.

  • Review time belongs in the calculation.

    Measure preparation, checking and corrections together. Producing a draft quickly is useful only if it reduces the total work needed.

YOUR PART IN THE PROJECT

What we need from your team.

We build the tool with the people who know the job. Your team shares examples, checks results and decides when it is ready. We agree the responsibilities before work starts.

  • The manager responsible for the decision

    Chooses the task, agrees the budget and approves whether to continue.

  • A team member who knows the task

    Shows us real examples, checks AI drafts and tells us what still takes time.

  • An IT or system contact

    Explains your software and arranges only the access approved for that stage.

These are responsibilities, not a requirement for three separate people. The same person may cover more than one role.

Automation Audit

Your team provides

  • Show the task from start to finish: for example, an incoming order email and the finished order record.
  • Share monthly volumes, time spent and common mistakes. Your IT contact explains the software and access limits.
See the sample audit report

AI Pilot

Your team provides

  • Choose ordinary and difficult examples, explain the correct answers and check AI drafts against the originals.
  • Agree what a successful test must show. Arrange approved test access and record the time spent checking and correcting drafts.

Implementation & Team Training

Your team provides

  • Arrange agreed system access. Name who checks drafts, approves them and handles exceptions.
  • Test complete tasks, attend training and check that the instructions cover daily work and failures.

Monthly Support · optional

Your team provides

  • Report problems using examples permitted under the data agreement. Tell us when your software, files or working practices change.
  • Prioritise requests and approve any extra work. Keep an IT contact available for changes to systems or permissions.

LET'S TALK ABOUT YOUR BUSINESS

What would your team do with more time?

In a 20-minute call, tell us what your team types, copies or searches for every day, and what those hours could be used for instead. We'll explore where AI could help and what we need to check.

Let's talk about your business

20 minutes to explore what takes up your team's time