AI TRAINING
AI for the SME Factory Floor Manager
Equip floor managers with practical AI tools to cut downtime, streamline handovers, and triage maintenance faster.
What it covers
A focused one-day workshop built around the real daily tasks of shift managers and floor supervisors in small manufacturing sites. Participants learn how to use AI-assisted tools for shift handover notes, downtime classification, maintenance ticket triage, and answering common operator questions. The format combines short demos with hands-on exercises using realistic factory floor scenarios. By the end, attendees leave with ready-to-use prompt templates and a clear plan for piloting one AI use case on their own line.
What you'll be able to do
- Write a structured shift handover note using an AI prompt template in under three minutes
- Classify at least five common downtime causes using a simple AI-assisted workflow
- Triage and reprioritise a batch of maintenance tickets using AI-generated summaries
- Set up a basic operator Q&A prompt that answers common line-specific questions accurately
- Define and scope one AI pilot use case with a measurable success criterion for their own shift
Topics covered
- AI-assisted shift handover note generation and standardisation
- Downtime classification using simple AI prompts
- Maintenance ticket triage and prioritisation with AI tools
- Operator Q&A: using AI as a first-line knowledge assistant
- Prompt writing for non-technical manufacturing contexts
- Evaluating AI output quality and spotting errors on the floor
- Identifying one pilot use case and measuring its impact
Delivery
Delivered in-person at the client's facility or a nearby training room to maximise relevance. Participants use their own smartphones, tablets, or shared laptops — no specialist software required beyond a browser-based AI tool (e.g. ChatGPT or a locally approved equivalent). The workshop is 70% hands-on exercises and 30% facilitated demo. A printed prompt card and a one-page pilot planning template are provided as take-home materials. Remote delivery is possible but strongly discouraged for this audience.
What makes it work
- Anchor every exercise to a real scenario from the participant's own production line, not a generic example
- Designate one 'AI champion' per shift who owns the prompt templates and updates them after the workshop
- Set a 30-day check-in to review whether the pilot use case delivered measurable time savings
- Get buy-in from the plant manager before the session so participants feel safe experimenting
Common mistakes
- Assuming floor managers need coding or data skills before they can benefit from AI — this training proves otherwise
- Deploying a generic AI tool without tailoring prompts to factory-specific terminology, causing low trust in outputs
- Skipping the error-spotting module, leading managers to over-trust AI summaries on safety-critical tasks
- Treating it as a one-off event with no designated use case to pilot immediately after, so habits never form
When NOT to take this
This workshop is not the right fit if the manufacturing site has no internet access on the floor and no approved AI tool in place — participants would have nothing to practice with and no clear path to applying what they learn.
Providers to consider
Sources
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