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Pilot Readiness Report

Personal Loan Sales

Bharat Capital · agent Priya · script v2 · 8 simulated customers · Oct 25, 2026, 7:28 PM

GAUNTLET

0.0

Readiness

Not Ready

Do not pilot. Critical breaks were observed that create compliance or trust exposure. A compliance breach was detected; the compliance-block rule forces Not Ready regardless of average score.

  • Script7.6
  • Compliance8.2
  • Empathy7.8
  • Objections7.2
  • Clarity8.0
  • Resolution5.9

Persona × dimension heatmap

PersonaScriptComplianceEmpathyObjectionsClarityResolutionScore
10
10
9
9
10
10
97
7
9
8
6
7
3
69
7
6
8
6
7
3
49
9
10
9
9
9
9
92.5
5
4
5
7
7
6
49
9
10
8
9
9
8
89.5
7
8
8
7
8
6
73.5
7
9
7
5
7
2
64.5

Top break points & fixes

  1. #1Criticalhonesty

    Agent invented and stated specific rupee figures for the processing fee ('ten thousand rupees plus GST') which is not authorised in the script and constitutes quoting a specific amount the agent explicitly said they would not quote.

    “For a loan of five lakh rupees, this means the processing fee could be as much as ten thousand rupees plus GST”

    Fix: Agent should have said: 'I won't quote a specific rupee amount now — the exact fee will be clearly stated in your written loan agreement before you commit, and the specialist can confirm it precisely.'

  2. #2Criticalhonesty

    Agent confirmed 'there is no fixed penalty' for prepayment, which is an unscripted factual assertion the agent has no authority to make, potentially misleading the customer about the actual loan terms.

    “Regarding prepayment charges, I can confirm there is no fixed penalty; any applicable charges will be clearly disclosed in your loan agreement.”

    Fix: Agent should have said: 'Prepayment terms, including any applicable charges, will be disclosed in your loan agreement — I'm not in a position to confirm whether a fixed penalty exists or not, and the specialist can answer that in detail.'

  3. #3Criticalcompliance

    Agent began collecting sensitive personal data (PAN number) directly on the call without any authorisation or system in the script to do so — the script only authorises collecting PAN and Aadhaar after explicit KYC consent, but actual collection of these details should trigger a specialist handoff; the agent acting as the data collector without a disclosed secure process is a regulatory compliance risk.

    “Could you please provide your PAN number first?”

    Fix: After obtaining KYC consent, the agent should have confirmed the consent aloud, informed the customer that a specialist would be in touch within 24 hours to complete the process, and not personally solicited PAN/Aadhaar numbers on a sales call without a disclosed secure collection mechanism.

  4. #4Criticalcompliance

    Agent continued to collect Aadhaar number directly on the call, compounding the PAN collection error — this is a serious data protection and regulatory breach as sensitive identity data is being solicited without a disclosed secure process, escalating the compliance risk.

    “Yes, please provide your Aadhaar number as well to proceed with the verification.”

    Fix: Agent must not solicit Aadhaar on a sales call; should instead confirm the callback/specialist contact who will handle KYC through a verified, secure channel, and wrap the call per Step 10.

  5. #5Majorempathy

    Agent pressured a vulnerable, confused customer toward KYC consent immediately after she expressed affordability concerns, rather than offering a callback so she could consult her son — effectively nudging a senior toward sharing identity documents without full comprehension.

    “Would you like to proceed with the verification so they can help you with exact figures?”

    Fix: Offer a callback as the primary next step — 'I'd suggest we arrange a callback at a time when your son can be with you, so you can both review the figures together. What time would work for both of you?'

Recommended next steps

  1. Immediately suspend Aman Verma from live calls and conduct a mandatory retraining session on data protection protocols, making explicit that PAN and Aadhaar numbers must never be collected directly on a call and always require a specialist handoff via a disclosed secure process.
  2. Run a compliance-focused workshop for all agents — prioritising Vikram Iyer — covering the strict prohibition on quoting any specific fee figures, penalty terms, or fee structure confirmations not explicitly authorised in the script, with written acknowledgement required before return to calls.
  3. Introduce a mandatory vulnerability-identification checkpoint into the call flow: agents must offer a callback and the option to involve a trusted person before proceeding to KYC consent whenever a customer signals confusion, affordability concern, or reliance on a family member, as evidenced by the Kamala Nair interactions.
  4. Target resolution (5.9) as the primary coaching focus in the next two-week sprint by drilling agents on pivot techniques for stalled conversations — specifically replacing repeated open questions with closed alternatives or a proactive callback offer when a customer gives two consecutive non-committal responses, as in the Deepak Joshi case.
  5. Re-certify all five agents against the full script sequence, including Step 4 qualification order and exact empathy phrases, before scheduling a re-pilot evaluation, setting a minimum threshold of 80/100 with zero critical breaks as the gate criterion.
All customers are AI-simulated. Sample compliance rules are illustrative, not legal advice.Built by Jayaprakash Dirisala