How Enterprises Are Structuring Business AI Programs
Shared infrastructure for agents solves problems that better models alone cannot fix.
Marcus Delacroix
Section
5 stories in Business AI Use Cases and Adoption.
Shared infrastructure for agents solves problems that better models alone cannot fix.
Workflow fit, cross-system access, and measurable pilots separate viable vendors from risky bets.
Governance architecture, not model quality, determines enterprise AI platform fit.
Companies should start with high-volume repetitive work where costs are measurable.
Effective AI automation requires orchestration layers that coordinate tools, agents, and workflows.