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Accountability in the agentic era.

Analysis, research, and frameworks for teams navigating the shift from AI assistants to autonomous agents. What changes when AI takes action — and what infrastructure needs to exist before it does.

FeaturedAGENT ACCOUNTABILITY

The Agent Accountability Gap: What Happened Between Your Demo and Production

Why 40% of agentic AI projects fail before reaching production — and what the survivors do differently.

Jay Arora·9 min·March 2026