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#production-ai

Enterprise AI Adoption in 2026: 88% Are Using It — So Why Do Fewer Than 10% Actually Scale?

In 2026, enterprise AI is wide adoption but narrow production: 88% of organizations use AI, yet fewer than 10% scale an agent in any single function and only 39% see ROI — while a separate 88% of agent pilots never reach production. A data-driven reality check that keeps the two 88%s apart, plus the path into the 12% that actually ship.

July 27, 20269 min read

FDE Insights

The Last Mile to Production AI Agents: Observability, Runtime Audit & Evaluation (2026)

Getting an AI agent to run is not getting it to production. The blocker is no longer "can it complete the task" but "can we prove it behaved." Here are the three guardrails that close the last mile—runtime observability, a tamper-evident audit trail, and evaluation contracts—grounded in this month's evidence, from hash-chained audit logs to a 270-run contract pass rate.

July 11, 20269 min read

#production-ai

Enterprise AI Adoption in 2026: 88% Are Using It — So Why Do Fewer Than 10% Actually Scale?

The Last Mile to Production AI Agents: Observability, Runtime Audit & Evaluation (2026)

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