B2AIBusinessToAI.org

Framework

The B2AI Principles

The principles are applied together, not in sequence. Most organizations begin with Organize, because the others depend on it.

Operate

Build strong human operations first.

  • Clear responsibilities
  • Strong leadership
  • Reliable workflows
  • Consistent execution

Organize

Organize what the organization knows.

  • Knowledge
  • Processes
  • Proof
  • Expertise
  • Policies
  • Training

The output of Organize is the organization's knowledge base.

Structure

Turn scattered information into structured knowledge AI systems can understand.

  • Meaning
  • Relationships
  • Context
  • Authority
  • Sources

Communicate

Prepare information for both human and machine comprehension.

  • Humans need clarity
  • AI needs clarity too

Verify

AI systems need evidence.

  • Proof
  • Authority
  • Consistency
  • Corroboration

Orchestrate

People, processes, knowledge and AI operate as one system, with humans responsible for judgment and accountability.

  • Humans
  • Knowledge
  • AI