Production AI Playbook: Deterministic Steps & AI Steps (5 of 5)
Respond - Result
noOp
Queue for Human Review
Flag as Testimonial
Escalate to CS
Add to Backlog
Create Jira Ticket
Route by Type
High Confidence + Valid?
AI - Classify + Draft
openai
Respond - Missing Fields
noOp
Has Required Fields?
Normalize Feedback
Webhook - Feedback Intake
Input Guardrails
guardrails
Input Guardrails LLM
gpt-4o
Validate AI Output
Output Guardrails
guardrails
Respond - Input Blocked
noOp
OpenRouter Chat Model
google/gemini-3-flash-preview
OpenRouter Chat Model1
google/gemini-3-flash-preview
Respond - Output Blocked
noOp
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