AI agent universal task governance framework

Key features

• Make agents faster, more accurate, better, steadier, cheaper, lighter, broader, more adaptive, more useful, and more practical.
• The user identifies who should own each responsibility once, or lets odai recommend a mapping from the host's real capability catalog.
• ask only when the missing answer would change the goal, scope, authorization, acceptance, risk, or stop line
• The user defines the task
• These are not independent process targets.