The Foundational Threshold for SMB AI Readiness
Before your organization can benefit from AI, three prerequisites must be in place. Most SMBs skip straight to deployment — and pay for it.
Nathan Zimmer · Founder, Centupli
Insights
Thinking on AI, Context, and Organizational Intelligence
Essays and field notes from the practice of context engineering — what works, what doesn't, and why most organizations are solving the wrong AI problem.