Greater Manchester business owners considering the free Grow with Google workshop on 12 November should prepare one real workflow before attending. Record how the task works today, where it slows down and what a better result would look like. That turns a useful demonstration into a test the business can evaluate afterwards.
GM Business Growth Hub says the in-person morning contains three one-hour sessions covering workplace productivity, small-business uses and marketing. It is open to Greater Manchester trading organisations and entrepreneurs, subject to the fully funded programme's eligibility criteria and confirmation of a place.
What the Manchester workshop covers
The official event page describes practical demonstrations using tools including Gemini, NotebookLM, Google Workspace and Google Analytics 4. Topics include turning research into insights, content creation, customer service, decision support and campaign measurement.
The event is listed for 9am to noon on Thursday 12 November in Manchester city centre. The organiser says no prior AI experience is required, spaces are limited and eligible businesses receive confirmation separately. A submitted form should therefore not be treated as a confirmed place.
Bring a one-page workflow brief
Choose a task that happens often enough to test but is not so sensitive that a mistake would harm a customer. Write the workflow on one page before the session.
- Trigger — what starts the task: a customer enquiry, a new booking request, a research question or a campaign brief.
- Inputs — the information needed to do the work properly, including what is often missing.
- Approved sources — the menu, policy, property record, campaign plan or other business truth the output must use.
- Owner and handover — who checks the work, who approves an exception and what happens next.
- Baseline — the current time, correction rate, unanswered requests or another observable measure that fits the task.
- Test result — the evidence that would justify keeping, changing or stopping the workflow.
Use a bounded example, not an automation promise
Consider an illustrative Manchester caterer. An enquiry arrives with a date and guest count but no delivery time or dietary information. AI could organise the known details and draft the missing questions. A person still checks capacity, ingredients, price and payment before the order is accepted.
A property team could use the same pattern for viewing enquiries. AI may extract the preferred date, location and contact details, then draft a request for anything missing. It should not invent availability, approve an applicant or describe a viewing as booked until the responsible person and booking system confirm it.
Both examples keep authority visible. The useful outcome is not 'we used AI'. It is a cleaner record, fewer avoidable handover questions and a verified next action. These are illustrative workflows, not reported Klarnow or client results.
Run a seven-day proof loop afterwards
After the workshop, test the workflow on a small, controlled set of examples. Keep customer-facing actions in draft or approval mode until the team can see how missing information, unusual requests and failures are handled.
Compare the test with the baseline. Record review time, corrections, running cost and whether the correct next action happened. One impressive output is not enough; the business needs a repeatable process with an owner and a visible exception route.
At the end of seven days, choose one decision: retain the workflow, revise the instructions or stop the test. That is the Clear Now → Build Now → Launch Now → Proof Loop in practical form.
What to do now
Check the organiser's current event page, eligibility wording and place-confirmation process. If you request a place, prepare the one-page workflow brief before Thursday and take the real questions you need the demonstration to answer.
If you cannot attend, use the same preparation method with Klarnow's existing small-business AI workflows and pilot tracker. The event is a useful opportunity, but the operating discipline is what turns learning into business value.
Sources & further reading
Klarnow editorial analysis of a public GM Business Growth Hub event. Sources checked on 10 November 2026. The workshop is listed for 12 November 2026, 9am to noon, and is subject to eligibility and place confirmation. This article does not confirm availability or attendance. The food and property examples are illustrative.