The Enterprise Agent Bet

By 2025 every major enterprise software vendor had pivoted to agentic AI, the pitch that software would no longer just chat but act. Salesforce launched Agentforce, reporting billions of Agentic Work Units; Microsoft pushed Copilot deep into M365. The distribution numbers were real and growing fast. Yet inside customer organizations, a stubborn problem surfaced: impressive demos, unclear business impact, and a significant share of enterprise AI projects with no measurable financial return.

For founders and operators, this case sharpens the discipline of buying and selling AI tools on outcomes rather than capability theater. It pushes you to name the single metric that would tell you in 90 days whether a deployment is working, and to define the threshold at which you would walk away. The shift that separates the vendors who win this cycle from the ones who merely demo well is the lesson waiting in the app.