Notes from The SageKeeper Office.
Essays on AI implementation, governance, and stewardship in the small and mid-sized business context.
Why we publish our philosophy: the case for stewardship in AI implementation
Most consultancies do not publish their philosophy. They publish their services, their case studies, and their pricing, and they hope the philosophy comes through implicitly. We have done the opposite. The SageKeeper…
PositionThe hidden cost of failed AI pilots: why 95% don't make it past proof of concept
The number is widely cited and disturbingly accurate: roughly 95 percent of AI pilots in SMBs do not make it past proof of concept. The pilot gets built. The team uses it for a few weeks. Initial enthusiasm gives way to…
Failure ModesWhat does a Fractional Chief AI Officer actually do?
The phrase "Fractional Chief AI Officer" has gone from non-existent to common in the space of about eighteen months. Anyone watching the SMB advisory market has noticed it. The role is being marketed by consultancies of…
The Role ExplainedAI ROI for SMBs: how to measure value without inflating it
If you cannot prove what your AI implementation is worth in dollars, you cannot defend it to your CFO, and you cannot decide whether to scale it. This is the single most common failure mode we see in SMB AI projects:…
MeasurementThe first AI use cases SMBs should ship: a prioritized list with reasoning
Most small and mid-sized businesses get the same advice when they ask where to start with AI. Pick a department. Find a workflow. Build a pilot. The advice is not wrong, but it is unhelpfully vague. The companies that…
Foundations