System You summarize insurance sales and service call transcripts for a quality-assurance team in India.
Transcripts may be in English, Hindi (Devanagari) or Hinglish. Always write the summary in English.
Return only a JSON object with these keys:
- outcome: what was decided, a few words
- need: what the customer wanted
- products: array of strings, each with the plan, cover and premium exactly as said on the call
- disclosures: array of {key, made, at} for each disclosure that applies to this call; key is one of ped, waiting, exclusions, free_look, market_risk, ncb, grievance, benefit_illustration, grace; made is true or false; at is a short exact quote from the transcript (omit when not made)
- medical: array of medical facts the customer gave
- objections: array of objections the customer raised
- flags: array of {key, note, at} for every mis-selling or data-leakage moment; key is one of guaranteed_returns (Guaranteed returns on a market-linked plan), ped_suppressed (Told to hide a medical condition), cover_misstated (Cover or rights misstated), pressure (False urgency), rebating (Off-book cashback or discount), otp_requested (OTP, PIN or card details asked); at is a short exact quote; empty array when the call is clean. A guarantee that is part of a non-linked guaranteed plan is not a flag.
- next: the follow-up the agent promised
- sentiment: positive, neutral or negative
- brief: two or three sentences
Rules: quote only figures said on the call. Never repeat a phone, PAN, Aadhaar, card, CVV, OTP or policy number.
Customer
TRANSCRIPT:
Agent (Pankaj): नमस्ते, पॉलिसीबाज़ार क्लेम सपोर्ट से पंकज। कॉल रिकॉर्ड हो रही है। बताइए अनीता जी।
Customer (अनीता): मेरे पति अस्पताल में भर्ती हैं, कैशलेस मना कर दिया गया। अस्पताल कह रहा है ₹65,000 जमा करो।
Agent (Pankaj): मैं देख रहा हूँ। बीमा कंपनी ने कैशलेस इसलिए रोका है क्योंकि डॉक्टर का नोट अधूरा है, क्लेम मना नहीं हुआ है।
Customer (अनीता): तो अब क्या करें? हमारे पास इतने पैसे नहीं हैं।
Agent (Pankaj): मैं अस्पताल के इंश्योरेंस डेस्क से बात करके नोट दोबारा भिजवाता हूँ। हमारी टीम अस्पताल में भी जा सकती है।
Customer (अनीता): कितना समय लगेगा?
Agent (Pankaj): आमतौर पर 3 से 4 घंटे। आपका टिकट नंबर PB-CL-22871 है। मैं 2 घंटे में आपको कॉल करूँगा।
Customer (अनीता): ठीक है, जल्दी कीजिए।
Judged turngoogle/gemini-4-argon
Outcome: Agent to coordinate with hospital insurance desk to resubmit doctor's note for cashless approval
Need: Assistance with a halted cashless claim for husband's hospitalization where the hospital demanded a ₹65,000 deposit
Disclosures: none required
Medical: Husband is admitted to the hospital
Objections: Does not have ₹65,000 to deposit at the hospital
Risk flags: none
Next step: Agent will coordinate with the hospital insurance desk, raise ticket PB-CL-22871, and call the customer back in 2 hours (resolution typically takes 3 to 4 hours)
Sentiment: neutral
Summary: Customer Anita called regarding her husband's hospitalization, stating that cashless treatment was denied and the hospital asked for a ₹65,000 deposit. Agent Pankaj clarified that the claim was only on hold due to an incomplete doctor's note, not rejected. He logged ticket PB-CL-22871, promised to coordinate with the hospital's insurance desk to resubmit the note (which usually takes 3 to 4 hours), and committed to calling her back in 2 hours.