Why Generic AI Stacks Fail Service Businesses (And What Actually Works)
Matt MaycumberPublished on: 12/05/2026
Most service-business AI deployments stall in six weeks. The fix isn't a better bot — it's a decompo
AI Automation ServicesThe Uplink
Matt Maycumber
Mom's Calling Someone This Weekend. Is It You?
Matt MaycumberPublished on: 08/05/2026
This Mother's Day weekend, phones will ring and jobs will be requested. Most trades businesses won't
The Uplink
You Followed Up Once. That's Why You Lost the Job.
Matt MaycumberPublished on: 06/05/2026
Most contractors follow up once and move on. That's not a lead problem — it's an infrastructure prob
AI Automation ServicesThe Uplink