Intent Engineering

AI Governance

Goal Translation Infrastructure: Encoding What Your Organization Actually Wants

Your Capability Map says a workflow is Agent Ready. Now what does the agent optimize for? OKRs were designed for humans. Agent Actionable Objectives are the translation layer that's been missing.

AI Governance

The Organizational Capability Map: Deciding What Your AI Agents Should Actually Own

Most AI deployments fail not because the technology doesn't work, but because nobody decided which workflows agents should actually own. The Organizational Capability Map is a framework for making that call.

AI Governance

The Intent Gap: Why Your AI Agents Are Optimizing for the Wrong Thing

Klarna's AI agent saved $60M then backfired. The problem wasn't the AI. It was the gap between what agents optimize for and what organizations actually need.