AI Quality

Review low-confidence AI turns, hallucination incidents, and prompt regression gates.

Human Review Queue

2 open

Reviewer Evidence

prompt_v14 - groq_llama

Transcript

Customer: Possession kab milega?

AI: December possession confirm hai.

Guardrail: Claim not found in KB, rewrite and handover.

KB chunks shown to LLM

RERA possession date: please verify with sales office.

Loan eligibility and possession timelines must be confirmed by the project team.

Brain JSON

{
  "next_action": "handover",
  "risk_level": "risky",
  "lead_status": "needs_human_review",
  "summary": "Possession claim was not supported by KB"
}

Hallucination Drill-in

Prompt: prompt_v14
Model: groq_llama
KB score: 0.61
Guardrail: claim_rewritten

Reviewer Correction

Prompt Promotion Gate

active only after green suite run

Run	Prompt	Model	Aggregate	High severity	Status
run-default-prompt_v14-groq_llama	prompt_v14	groq_llama	100%	100%	green
run-default-prompt_regression_5pct-groq_llama	prompt_regression_5pct	groq_llama	61%	40%	blocked