The AI Vendor Pitch Decoder
Nearly half of AI agents fail to deliver what vendors promised. The demo-to-delivery gap is not an edge case — it is the pattern. Three disciplines separate organizations that avoid it: verifying agentic claims, stress-testing consumption pricing, and capping pilot exposure before signing. Most agentic AI is rebranded chatbot. Before any AI contract this quarter, require a pilot log on your data and a token-cost model against real volume.
Episode Notes
Opening
Nearly half of AI agents fail to deliver what vendors promised.
Nearly half of buyers are getting something other than what was sold.
The demo-to-delivery gap is not an edge case — it is the pattern.
Findings
First: most vendors claiming agentic AI don't have it.
Roughly 130 verified out of thousands claiming it.
Treat every agentic claim as a rebranded chatbot until you see a workflow log.
The SEC has made that distinction legally enforceable.
Three companies fined or charged for inflated AI claims.
One founder was charged with fraud after raising $42 million on fabricated AI claims.
Verdict
Most agentic AI is rebranded chatbot. Your Copilot stack already added data sub-processors without a consent screen.
Before any AI contract this quarter, require a pilot log on your data and a token-cost model against real volume.
Six months out, count AI line items tied to a measurable outcome versus those that produced only invoices.
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