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May 1, 2026
AI won’t replace craftsmanship. It will reshape the work around it. That was the thread running through Jennifer Bagley’s conversation on West Michigan’s Morning News: practical, unsentimental, and aimed at owners who want their businesses to move faster and earn more.
Headlines warn that AI is taking jobs. Jennifer’s take was sharper: across roles and industries, especially in middle management, what’s really changing are the requirements of the job. If you hold a role and aren’t leveling up with AI, you’re exposed. The work is evolving at a speed we haven’t seen before.
Start simple, then climb the ladder
During the conversation, the hosts asked if AI-generated meeting notes and summaries were the best place to start. The answer is a definitive yes. That is the conversational AI on-ramp, but it’s only the first step. Jennifer detailed a progression that every business owner should follow:
Most teams live on rung one. The advantage goes to owners who climb deliberately.
When asked if schools are preparing people for this, Jennifer’s answer was blunt: absolutely not. That puts the responsibility on leaders. Whether you’re a one‑truck operation or a multi‑location contractor, your mindset sets the ceiling. Owners who put their heads in the sand will get outpaced by those who turn their businesses into learning environments.
We’re already seeing both paths. Some contractors are building real automations. Enough that we joke with stickers: “HVAC tech by day, AI engineer by night… Plumber by day, AI engineer by night.” Others insist nothing’s changing. That second camp worries us.
1) Capture your knowledge: Use conversational AI to document your top 10 SOPs (intake, dispatch, install checklist, follow‑up). Edit to fit your voice.
2) Summarize every call: Turn meeting and job notes into next actions and CRM updates. Consistency is leverage.
3) Automate one workflow: Pick a single bottleneck, such as estimate follow‑ups, review requests, or inventory alerts, and let an AI agent run it end to end.
4) Connect safely: Use approved connectors (MCP‑style) to link AI to your core tools so you’re working from real data, not copy‑paste.
5) Upskill weekly: Block 30 minutes for your team to learn one new use case. Small, steady gains compound.
The takeaway from the conversation was clear: you don’t need to master every acronym to move. You do need to start. The companies that treat AI as a skill—embedded in how they sell, schedule, and serve—will keep the customers and the margin. The craft stays human. The friction doesn’t have to.