18 / Reports
Reports & field notes.
Practitioner observations from the systems we build, not survey data. Where we don't have a number we can defend, we don't invent one.
- Field Notes: AI Automation for SMB Operations, 2026July 27, 2026
What actually works when small and mid-sized teams put AI and automation into daily operations — drawn from the systems we build.
- SMB Automation Benchmarks 2026: What the Research SaysJuly 27, 2026
A cited synthesis of third-party research on where small and mid-size businesses lose time to manual work — and how far automation has actually spread. Every figure is attributed to its named source.
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