Our Mission

Building trust in an AI-generated world

Artificial Intelligence is transforming how organizations create, analyze, and act on information.
AI can now generate meeting summaries, reports, recommendations, and business insights at unprecedented speed.
But as AI-generated outputs become part of everyday decision-making, a fundamental question emerges:

Who Verified This?

Our mission is to explore and advance the principles, frameworks, and practices required to ensure that AI-generated business information can be trusted.

The Missing Layer in AI Governance

Modern AI governance has focused on critical areas such as:

  • Data protection
  • Security
  • Privacy
  • Responsible AI
  • Model management

These foundations remain essential.
However, organizations also need confidence in the outputs created by AI — especially when those outputs influence decisions, assign accountability, or become business records.

We believe this requires a new focus:
AI Output Assurance.

Why We Start with Meeting Records

Meetings are where organizations make decisions, define commitments, and assign responsibility.
Unlike traditional documents, the source of a meeting record is human conversation.
To trust an AI-generated meeting record, organizations need confidence that:

What was said → What was captured → What was summarized → What became the record
accurately represents the original discussion.
This makes AI meeting governance one of the most important starting points for understanding AI Output Assurance.