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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

Audit-first beats pilot-first

Teams that score production readiness before scaling pilots close enterprise deals faster. 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 2-3× forecast. FinOps for inference is no longer optional for mid-market B2B.

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