The 2026 Enterprise AI Implementation Playbook: From Pilot to Production in 90 Days
A production-grade, enterprise-focused playbook for turning AI pilots into scalable, compliant, and ROI-positive systems in just 90 days. This guide distills real-world failure patterns, regulatory requirements (EU AI Act, GDPR, SOC 2), cost models, and battle-tested architectural strategies—covering everything from data pipelines and RAG vs fine-tuning decisions to observability, red teaming, and SRE runbooks. Built for CTOs, CIOs, and enterprise architects who need execution discipline, not hype.
A production-grade, enterprise-focused playbook for turning AI pilots into scalable, compliant, and ROI-positive systems in just 90 days. This guide distills real-world failure patterns, regulatory requirements (EU AI Act, GDPR, SOC 2), cost models, and battle-tested architectural strategies—covering everything from data pipelines and RAG vs fine-tuning decisions to observability, red teaming, and SRE runbooks. Built for CTOs, CIOs, and enterprise architects who need execution discipline, not hype.
Team Note
The full technical details for this topic are available upon request for enterprise clients. We frequently update these entries as patterns evolve in the AI ecosystem.