Blog

• Maintenance logs before anyone asks for a chatbot

  Michigan plants should get maintenance work orders specific and closed on one cell before a chatbot answers from them.

• Scraping the SOP binder before anyone asks for agents

  Why Michigan manufacturers should digitize and reconcile their SOPs before buying shop-floor agents that chat over incomplete process knowledge.

• Train the estimator before you train the model

  Before a Michigan shop trains a quoting model, estimators need a shared method and clean history the team trusts.

• Shop floor AI versus office AI: pick one battle first

  Running floor and office AI pilots at once burns the same few people. Sequence the bottleneck that already hurts.

• Using AI for quoting without trusting the first draft

  AI can speed quoting in a Michigan shop if estimators treat the draft as a junior helper, not a finished price.

• Why your IT vendor should be the one delivering your AI work

  A guest post from the Computer Touchers team on why the manufacturer's existing IT relationship is the right home for an AI engagement, written for owners considering their options.

• What an AI pilot looks like in a mid-sized manufacturer

  How to scope an AI pilot inside a fifty to two hundred person manufacturer so it produces a real result in a quarter, instead of a slide deck the team forgets about.

• Where AI actually pays off in a machine shop

  A practical look at the AI projects that produce real margin in mid-market manufacturing and the AI projects that mostly produce expensive demonstrations.