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
Single-Agent vs Subagent Architecture in AI Deployments
Matt MaycumberPublished on: 27/04/2026
Why single-agent AI deployments fail at decision boundaries, and the subagent architecture that distributes authority across six specializations.
AI Automation ServicesROI / Bussiness CaseReputation & Trust