Every major AI player has converged on the same answer for landing agents in real businesses: Forward Deployed Engineers. Most firms can't solve it by hiring (no headcount) or by buying SaaS (no context). The way through is the FDE function as software — a supervised loop that turns work into agents on a workspace that compounds context, so each integration makes the next one easier.

Automation has entered its third era. Scripts gave way to no-code platforms, and now AI agents that plan, execute, and learn are replacing human-in-the-loop workflows. Here's what changes — and why the teams that adopt this now will have a compounding advantage.

Learn how to evolve from tactical AI experiments to strategic business transformation. This article outlines a maturity model for agentic AI adoption and provides a roadmap for building a comprehensive AI strategy aligned with business objectives.