Claude Code rollouts at scale fail the same way every time — a small team falls in love with the tool, an enterprise IT review stalls procurement, and the deployment becomes a stalled pilot. NINtec runs Claude Code rollouts as programmes, not projects, with documented pilot-fail criteria written before pilot execution.
Pilot design
The pilot cohort is selected with intent — not volunteers — to produce useful generalisation data. Baseline productivity measurement (DORA metrics, deployment frequency, lead time for changes) happens before any Claude Code installation. Pilot-fail criteria are written down at design time.
Security and compliance review
CISO-ready security review covers Anthropic's data-handling, source-code-handling protocols, IP-leak prevention controls, and BAA/DPA negotiation. The typical outcome is conditional approval with three or four specific guardrails (no PII in prompts, mandatory enterprise-managed identity, audit-log retention).
Curriculum and onboarding
Day-1 to commit-ready curriculum covers prompt patterns for code generation, codebase-aware refactoring, test generation, and review workflows. Engineers reach productive cadence in week one rather than week six.
Champion network
Internal champions trained to evangelise and support adoption. Peer-to-peer adoption beats top-down mandates. The champion network is a structural investment in durable adoption.
CoE handover
After 6–9 months the client's internal CoE owns prompt libraries, evals, and onboarding. NINtec stays available as fractional advisor, not as dependency. The exit-readiness investment is contractual.
Pilot-to-scale runs 11 weeks (3 design + 8 execution). Org-wide rollout for a 200-engineer organisation typically runs 3–4 months from pilot completion. 1000+ engineer rollouts run 6–9 months as formal programmes.