Karl Fridlycke, Lead Gen AI Strategist, gives leadership a practical way to decide why to move now, when to use agents versus other tools, and how to greenlight a first production step that will stand up over time.

78% of companies report using AI, yet only 5% see measurable impact at scale. This leadership brief explains why enterprise infrastructure has reached the maturity point where controlled agent pilots make sense, when to choose agents over simpler automation, and how to greenlight your first production step with contained risk and high reversibility.

In this brief, you will learn how to:

• Decide when agents make sense versus assistants or classic automation; based on task complexity, time horizon, and tool use
• Run a controlled agent pilot using your existing enterprise stack without creating a shadow environment
• Set clear guardrails: least-privilege access, human review where it matters, and explicit “autopilot” boundaries that stay measurable and reversible
• Treat reviewability as a design requirement; capturing baselines, instrumenting decisions, and keeping rollback simple and owned.
• Reach a leadership-ready decision point using evidence: scale, pause, or retire based on outcomes