Responsible AI

AI Should Support the Client Journey — Not Replace Professional Judgment.

I place automation in the operational layer of the client journey. It handles routine, bounded, informational communication so licensed professionals can focus on clinical and therapeutic work.

AI-supported communication may assist with

  • Approved informational questions
  • Administrative communication
  • Scheduling and confirmations
  • Preparation instructions
  • Reminders
  • Follow-up touchpoints

AI must not independently provide

  • Diagnosis
  • Psychological assessment
  • Medical or clinical advice
  • Guaranteed outcomes
  • Pressure-based conversion
  • Replacement of licensed professionals
Comparison

Generic Chatbot vs. Calibrated RAG Workflow

The same underlying technology can behave very differently depending on how it is scoped, grounded, and monitored.

Generic Chatbot
  • · Unverified knowledge sources
  • · Undefined response boundaries
  • · No structured human review
  • · No documented escalation path
  • · No behavioral or drift testing
  • · No access controls
Calibrated RAG Workflow
  • · Verified, versioned knowledge base
  • · Defined response boundaries
  • · Human review of ambiguous cases
  • · Documented escalation paths
  • · Response stability & drift testing
  • · Access controls where appropriate

Ready to see where your client journey loses continuity?

Request a Workflow Audit. I map your current CRM, intake, scheduling, and follow-up paths, and identify where structured workflows and responsible AI can strengthen continuity.