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Production AI Radar

Early production AI patterns from our first DACH audit cohort

Volume 0 (Preview) · December 2025 · 2 blips

Volume 0 (Preview)

Themes

Assessment-first beats pilot-first

Teams that score production readiness before scaling pilots clear enterprise review sooner. Fixed-scope diagnostics surface the 5–8 gaps that block sign-off – not another PoC.

LLM cost bleed is the new shadow IT

Ungoverned API keys, missing token attribution, and no routing policy routinely push LLM spend well past forecast. FinOps for inference is no longer optional for mid-market B2B.

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