AI Strategy
Building an Enterprise AI Roadmap for 2026
January 13, 2026 | 7 min read
A practical framework for selecting high-value AI initiatives and scaling responsibly.
Start With Operational Bottlenecks
Strong AI programs begin with measurable business constraints. Map repetitive workflows, delayed decision points, and high-cost manual processes before selecting models.
Prioritize Integration Readiness
Most value comes from AI embedded into existing ERP, CRM, and support systems. Design APIs and governance pathways before expanding model use cases.
Scale With Control
Move from pilot to production only after setting up monitoring, human review checkpoints, and clear ownership across engineering and operations.