AI in the SAP TCoE and the Maturity Roadmap: Assessment, AI Adoption and a 24-Month Plan

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TCoE maturity and AI roadmap card

• Assess with a model (TMMi) and with your own escape and KPI data; rate on evidence, not opinion.
• TMMi is staged: one unsatisfied process area holds the level. Plan formal assessments on v2.0 after August 1, 2027.
• Map AI to each test activity with its risk and the human role that catches errors; start high value, low risk.
• Every AI use case names its KPI, data sensitivity and review step, or stays parked.
• Check SAP AI status (GA, Early Adopter Care, beta, announced), scope, AI Units, data, region, then pilot.
• Guardrails: named reviewer, AI-assisted marking, masked data only, golden-set evaluation, least privilege, transparency, literacy.
• Rerun the golden set after any model or tool change; review self-healed steps before using them as evidence.
• Plan the skills shift per person; grow AI quality specialists; keep some design work manual.
• Roadmap phases: fix the foundation, pilot and integrate, scale what works, reach for level 3.
• Checkpoints with KPI thresholds end in continue, adjust or stop, and release funding only on evidence.