Five Patterns for AIThat Actually Works in Production

AI handles the routine. Humans gate the consequential. Governance lives in the architecture.

Customer Loyalty

Voice Service Desk

“Brand Resilience at the Front Door.”

Real customer voice handled end-to-end — with human handoff when it matters.

See how it works
Knowledge Access

Policy Assistant

“Grounded AI Responses.”

Trustworthy answers from your own documents, with citations and zero hallucination.

See how it works
Governed Autonomy

Security Operations (SOAR)

“Human-in-the-Loop at Scale.”

AI routes the noise, humans approve the critical, every action audit-logged.

See how it works
Enterprise Adoption

Refund Management

“AI Proposes, Human Decides.”

80% auto-approved, 20% human-reviewed — adoption unlocked by graduated autonomy.

See how it works
Operational Efficiency

IT Ops Auto-Remediation

“Safe Autonomy.”

Bounded auto-fix for routine incidents, human gate on dangerous actions.

See how it works

What These Patterns Are

  • Operational automation
  • Exception handling at scale
  • Human-in-the-loop for critical decisions
  • Audit trails for compliance

What They're Not

  • AI generating content
  • Chatbots
  • Creative AI

One pattern, five domains.

All five use cases share a single architectural primitive — event → classify → route → human-gate → audit log. That's what makes this a platform, not a point solution.

Want the bigger picture? Read the Enterprise AI Operating Model →