20 YEARS OF PURPOSEFUL BUSINESS
    Case Study · Collection Intelligence

    220 agencies. 11 regions.
    One bank finally knew what was happening.

    RBI Mandate · Hygiene Calling + Voice of Customer

    A leading private sector bank's credit card collections portfolio spanned 220 field agencies across India. Every month, Vindhya independently verified what those agencies were actually doing — in 13 languages, across every region. What the data revealed surprised even the bank's leadership.

    The Programme in Numbers
    Field Agencies Monitored
    220
    Across all 4 regions — 11 sub-regions
    Customers Called / Month
    10,000+
    10% mystery sample — field-referred database
    Regional Languages
    13
    Dialect-matched callers for every customer
    Red Alert TAT
    100%
    Same-day escalation — zero delays on critical cases
    The Challenge

    The bank had no independent view of what 220 agencies were doing in its name.

    A leading private sector bank's credit card collections portfolio spanned 220 field agencies across 11 regions of India. Customers in Bucket X (90+ DPD) were referred to these agencies for ground-level collections — and a direct RBI mandate required the bank to independently verify, every month, that those agents were behaving ethically and following Fair Practices guidelines.

    The problem was scale. Hundreds of agencies, dozens of languages, customers spread across every geography — conducting this honestly was beyond any internal QA team. The bank needed an independent partner with no connection to the agencies being assessed, who could surface findings the same day, not in next month's report.

    The goal was never tick-box compliance. It was real-time field intelligence — so that if something was wrong, the bank could act before it became a legal case, a media story, or an NPA entry.

    Head of Collections Risk · Leading Private Sector Bank

    Portfolio Type
    Credit Cards
    Bucket X-90 DPD · Field Allocated Paid Cases
    Sample Design
    10% Monthly
    Random monthly sample from field-referred database — selected fresh each cycle
    Regulatory Basis
    RBI Mandate
    RBI Fair Practices Code — agency conduct monitoring obligation for lenders
    Parameters Evaluated
    Timing · Dues Awareness · Payment Support · Professionalism · Process Efficiency
    + Open-ended Voice of Customer on every call
    Escalation Protocol
    Same Day
    Critical incidents reach compliance leadership before the day ends — no overnight delay
    How We Did It

    Not a call centre script. A trust-first conversation.

    Four integrated stages — from first contact with the customer to intelligence in the bank's hands.

    Callers were trained to think like customer experience professionals, not compliance auditors — building genuine trust so customers would speak honestly about their field collection experience, in their own language.

    Stage 01

    Structured Conversation

    Callers reach the customer in their regional language — warm and independent. RBI compliance questions woven into natural conversation, not read as a checklist.

    13 LanguagesPAN IndiaEmpathy-trained
    Stage 02

    Insight Extraction

    Every call analysed across compliance scoring and open-ended Voice of Customer. Unscripted feedback captures the ground reality no structured survey can.

    Compliance ScoringVoC LayerSentiment Signals
    Stage 03

    Red Alert Escalation

    Critical incidents escalated to the compliance head the same day — full case summary, customer's exact words, and recommended action. No critical case waits for the monthly report.

    100% Same-Day TATDocumented & Dated
    Stage 04

    Agency Intelligence Report

    Monthly comparative view of all 220 agencies — compliance scores, conduct violations, regional breakdowns, and month-on-month trend. Shared with business daily for immediate actioning.

    220 Agencies11 RegionsDaily Cadence

    Every deliverable — from individual incident notes to agency scorecards — is structured to withstand RBI inspection. Compliance infrastructure, not an internal QA exercise.

    Measurable Outcomes

    Three numbers the bank did not know until Vindhya called their customers.

    Across thousands of completed customer calls in a single month — professionalism was the lowest-scoring parameter nationwide at 74%. The bank's largest southern geography had a positive experience rate of just 53%. And 6 agencies were escalated for confirmed incidents — fraud, threats, and family harassment. None of this was visible before the programme.

    53%
    Positive rate — the bank's highest-volume southern geography
    National average was 68%. Payment options was the single lowest parameter nationally in this region. Professionalism at 62% — flagged Critical.
    6
    Agencies with confirmed incidents requiring immediate compliance escalation
    Personal account fraud · Agent abuse · Customer threats · Family harassment. All 6 red-alerted to the bank's compliance head on the day of detection.
    74%
    Professionalism — the lowest-scoring parameter across all regions
    Rudeness was the dominant complaint pattern — concentrated across southern and northern geographies. The clearest signal for mandatory retraining.

    Month-on-Month Movement — What the Trend Showed

    Improving
    Dues explanation88% → 90% +2pp
    Professionalism & efficiency71% → 75% +4pp
    Payment options75% → 78% +3pp (still Watch)
    Risk Migration
    Professionalism gapNorth → South as primary risk region
    Efficiency gapNarrowed to one specific West sub-region (70%)

    Improvement in one region can mask deterioration in another. Month-on-month tracking reveals this migration — a static audit would not.

    Five Parameters Checked — Every Call, Every Month

    What We CheckedScoreSignalBar
    Call timing adherence — contacted within permitted hours92%Strong
    Awareness creation — dues and outstanding clearly explained90%Strong
    Support in payment — options communicated to aid resolution78%Watch
    Professionalism — executive conduct and customer concern handling74%⚠ Lowest
    Process efficiency — interaction handled smoothly and quickly76%Watch
    Ground Intelligence

    From visibility gap to verified field intelligence — every month.

    The programme fundamentally changed how the bank managed its 220 agencies — and how quickly it could act on what was happening in the field.

    220
    Agencies Monitored
    Independently scored every month
    13
    Regional Languages
    Every customer heard in their own language
    6
    Incident Escalations
    In one month — fraud, threats, abuse, harassment
    100%
    Same-Day Red Alert TAT
    Zero incidents waited overnight for action
    RBI Compliance

    The bank can face an RBI inspection with confidence

    Every customer interaction independently verified, scored, and documented — dated evidence of agency conduct that stands up to regulatory scrutiny, not just internal review.

    Red Alert · 100% TAT

    Fraud, threats, and harassment caught before they reach a regulator

    6 confirmed incidents escalated in a single month — each one a potential ombudsman complaint, legal filing, or adverse media story that the bank intercepted the same day it happened.

    13 Languages

    Customers who would never complain formally — finally heard

    Tier 2 and Tier 3 borrowers, contacted in their own dialect, speak honestly. The intelligence from this segment is what no Hindi or English-only programme surfaces.

    Agency Benchmarking

    Vendor decisions made on verified data, not assumption

    Agency relationships retained, reformed, or ended based on independent monthly scorecards — not self-reporting, internal complaints, or gut feel.

    Trend Intelligence

    Compliance improvement that doesn't mask a hidden risk

    Month-on-month tracking caught the risk shifting from North to South as scores improved. A quarterly audit would have reported progress. This programme reported the truth.

    For Banks, NBFCs, FinTechs & MFIs

    See a real agency scorecard from a live portfolio cycle — then decide.

    We'll share a sample intelligence report built on an actual portfolio and walk your compliance or risk team through what it surfaces. No sales deck. No assumptions. Just the data. +91-80-4127 9201 · info@vindhyainfo.com