Collections & Recovery with AI That Increases Recovery Rates by 40%
Traditional collections teams face high costs, inconsistent follow-ups, and low connect rates, leaving billions in recoverable revenue untapped. Vibrium's agentic voice AI automates the entire delinquency lifecycle with context-aware conversations, behavioral scoring, and multi-channel orchestration (Voice + WhatsApp + SMS) that delivers 3X higher connect rates and 60% cost reduction.
Trusted by 30+ leading enterprises across BFSI, Retail, Healthcare, and Payments
Trusted by 30+ leading enterprises across BFSI, Retail, Healthcare, and Payments
"Deployed for leading banks, NBFCs, and consumer lenders handling 10,000+ collections calls daily. Proven to improve promise-to-pay rates by 42% while reducing collection costs by 65% within 3 months."
The Challenge
The Collections Challenge
Manual Calling Doesn't Scale
Collection teams spend 60-70% of their time dialing numbers. Most calls go unanswered, voicemails are ignored, and agents can reach only 15-20% of their target accounts per day. Manual processes can't keep pace with delinquency volumes, forcing lenders to write off recoverable debt or outsource to expensive third-party agencies that erode margins and damage customer relationships.
Low Connect Rates Drain Resources
Industry average connect rates hover at 12-18% for manual calling, with agents wasting hours leaving voicemails or encountering disconnected numbers. Time zone mismatches, language barriers, and customer avoidance behaviors further reduce effectiveness. By the time agents reach a customer, the account has often aged into harder buckets requiring aggressive tactics that harm brand reputation.
Compliance Risks Are Rising
Regulatory frameworks like RBI Fair Practices Code, TCPA (US), and data protection laws impose strict requirements on collections communications: consent recording, call frequency limits, acceptable contact hours, and escalation protocols. Manual processes struggle to maintain compliance at scale, exposing lenders to regulatory penalties, customer complaints, and reputational damage when agents deviate from scripts or use inappropriate language under pressure.
The Impact
Measurable Business Impact
Digital Worker
Meet Kai – Your Collections Recovery Specialist
Kai
AI-Powered Collections Manager
What Kai Does:
Kai is your autonomous collections specialist who handles the entire delinquency lifecycle, from pre-due date reminders to hard bucket recovery negotiations. Unlike generic voice bots, Kai understands payment psychology, detects financial stress signals in voice tone and hesitation patterns, and negotiates payment plans with empathy while maximizing recovery rates. He orchestrates seamless multi-channel campaigns (Voice → WhatsApp → SMS), never forgets a promise, follows up exactly on schedule, and maintains perfect compliance with RBI Fair Practices Code and TCPA regulations.
Key Capabilities:
Industries Served:
The Approach
How Vibrium Solves Collections & Recovery
Vibrium transforms collections from a cost center into a strategic revenue recovery engine by combining AI-powered automation with human-like empathy and compliance discipline.
Behavioral Intelligence, Not Brute Force
Traditional collections rely on call volume and agent persistence. Vibrium uses behavioral scoring to prioritize high-potential accounts, identifies the optimal outreach time based on past contact patterns, and tailors conversation strategies to customer psychology, detecting financial stress, payment intent, or dispute signals in real-time.
Dynamic Negotiation, Not Static Scripts
Kai doesn't just read scripts; he negotiates. If a customer says 'I can only pay half today,' Kai calculates acceptable alternatives on-the-fly: partial payment + waiver, extended payment plan, or alternate due date. He recalculates settlement offers dynamically based on account age, outstanding amount, and customer payment capacity.
Multi-Channel Orchestration for Kaiimum Reach
One missed voice call doesn't end the journey. Kai orchestrates intelligent multi-touch campaigns: Voice call → WhatsApp message with payment link → SMS reminder → Email with account details. Each touchpoint builds on the previous interaction, maintaining full context and increasing contact probability by 3X. As a licensed Telecom Service Provider (TSP), Vibrium enables native WhatsApp Business API integration for seamless message delivery.
Compliance Built-In, Not Bolted On
Every interaction is audit-ready. Kai records consent ('This call is recorded for quality and compliance'), respects calling hour restrictions (9 AM - 7 PM per RBI guidelines), enforces maximum contact frequency (3 attempts per day), and never uses aggressive language or threats. Full transcripts, disposition codes, and sentiment scores are logged for regulatory review.
Reach
Multi-Channel Orchestration: Voice + WhatsApp + SMS + Email
Single-channel collections leave 60-70% of customers unreached. Vibrium's multi-channel orchestration increases contact rates by 3X through intelligent sequencing across voice, WhatsApp, SMS, and email, with each channel reinforcing the previous touchpoint while adapting to customer response patterns.
Channel Sequencing Strategy
Intelligent Channel Selection
Customer Preference
If customer previously responded faster to WhatsApp, Kai prioritizes it.
Urgency Level
High urgency (payment due today) = Voice + WhatsApp simultaneously.
Contact History
If 3 voice calls failed, switch to WhatsApp → SMS sequence.
Compliance Rules
No voice calls after 7 PM, but WhatsApp/SMS allowed until 9 PM.
Channel-Specific Roles
Voice
Primary Engagement
- Human-like conversation
- Intent detection
- Negotiation & empathy
Payment Facilitation
- Instant payment links
- Rich media (PDFs)
- Asynchronous follow-up
SMS
High-Urgency Reminders
- Brief, urgent alerts
- Broadest reach
- Final reminders
Detailed Documentation
- Formal communication
- Account statements
- Legal notices
The Lifecycle
The Collections & Recovery Workflow
Pre-Delinquency Prevention (0 DPD)
Payment success rate 75-85%, DPD-0 reduction 20-30%, WhatsApp link conversion 45-55%
What Happens:
Voice AI proactively reaches out 7, 3, and 1 days before payment due date with friendly reminders confirming the customer is aware of upcoming payment. During the 7-day voice call, if the customer verbally confirms they'll pay, Kai immediately sends a WhatsApp payment link in real-time while still on the call, enabling one-tap checkout. If customer indicates cash flow issues ("I'm having trouble this month"), AI offers alternate payment dates within the grace period or suggests partial payment today + remainder later.
AI Capabilities in Action:
- • Predictive outreach timing: Analyzes past payment behavior and calls at optimal time
- • Financial stress detection: Identifies hesitation, sighs, or phrases like "money is tight"
- • Real-time WhatsApp integration: Sends payment link during live call
- • Dynamic offer creation: Proactive payment plans to prevent delinquency
Soft Bucket Collections (0-30 DPD)
Promise-to-Pay rate 40-50%, Connect rate 35-45%, Agent bandwidth saved 60-70%
What Happens:
AI initiates context-aware follow-ups on Days 1, 3, 7, 15, and 30 past due, identifying reasons for non-payment (forgot, cash flow issue, dispute, intentional avoidance). Kai conducts empathetic conversations: "Hi [Name], I noticed your payment due on [Date] wasn't received. Is everything okay? How can I help?" If customer expresses willingness to pay, AI offers payment plans, partial payment options, or waiver incentives to secure a Promise-to-Pay (PTP).
AI Capabilities in Action:
- • Context-aware conversation: Fetches customer history from LMS to personalize approach
- • Intent-to-pay scoring: Analyzes response patterns for high intent vs. avoidance
- • Live negotiation: "I can waive 50% of your late fee if you pay today"
- • Dispute resolution triage: Captures dispute details and escalates to human agent
Hard Bucket Collections (30-90 DPD)
Recovery rate 25-35%, Cost per collection ↓60-70%, Settlement acceptance 20-30% higher
What Happens:
For accounts 30-90 days past due, AI shifts tone to convey urgency while remaining compliant. Behavioral scoring prioritizes accounts with high recovery potential. Kai offers settlement discounts ("Pay 70% of principal today, we'll waive all interest") or structured payment plans. If customer verbally agrees, WhatsApp settlement letter (PDF) + payment link are sent instantly during the call.
AI Capabilities in Action:
- • Behavioral scoring engine: Prioritizes accounts by likelihood-to-recover
- • Settlement calculation: Authorized to negotiate within pre-set limits
- • Payment plan structuring: Calculates affordable installment amounts
- • Escalation triggers: Auto-escalates to field collection team if needed
Skip/NPA Recovery (90+ DPD)
Right-party connect rate 40-50%, Verification TAT ↓50%, Legal escalation prep ↓70%
What Happens:
For accounts 90+ days overdue, AI focuses on contact verification and final recovery attempts before legal escalation. Kai attempts to reach customer via primary and alternate phone numbers, verifies current address through automated address validation calls, and contacts employer references if available. If contact is established, WhatsApp and email deliver final settlement offer (40-50% of principal).
AI Capabilities in Action:
- • Skip tracing: Automatically dials alternate numbers and references
- • Address verification calls: Confirms residence status
- • Final settlement offers: Last opportunity before legal action via WhatsApp
- • Legal escalation preparation: Compiles complete case file with all logs
Proof
Real-World Results
Leading NBFC – Personal Loan Collections
Challenge
Manual calling reached only 15% of overdue borrowers in soft bucket (0-30 DPD), with collection costs consuming 25% of recovered amounts.
Solution
Deployed Kai for soft bucket (0-30 DPD) and early hard bucket (30-60 DPD) collections across personal loans. Handled 10,000+ calls/day with multilingual support.
Results
- • 42% increase in promise-to-pay rate
- • 65% reduction in cost per collection
- • 3.2X higher connect rate
- • 55% WhatsApp payment link conversion
SK Finance – Multi-Stage Collections Automation
Challenge
High delinquency volumes across loan portfolio, limited agent capacity, need for RBI-compliant collections process with full audit trails.
Solution
Deployed on-premise collections solution. Kai automated pre-delinquency reminders, soft bucket, and early hard bucket recovery with integrated WhatsApp Business API.
Results
- • 30% reduction in DPD-0 accounts
- • 38% promise-to-pay rate in soft bucket
- • 8x ROAIS (Return on AI Spend)
- • 100% compliance with RBI Fair Practices Code
Consumer Lending Platform – Cart Abandonment Recovery
Challenge
High drop-off rates at loan application stage (40%), lost revenue from incomplete applications. No automated WhatsApp follow-up.
Solution
Deployed Kai for pre-collections use case, calling customers who abandoned loan applications. WhatsApp used to send application resumption links.
Results
- • 22% application completion rate (from 8%)
- • 15% faster loan approval TAT
- • ₹1.2 Cr additional disbursements per month
Applications
Industry-Specific Applications
Banking
Credit card EMI collections, personal loan recovery, overdraft management
DSO reduction ↓, default recovery rate ↑
NBFCs
Consumer durable loans, two-wheeler/auto loans, microfinance recovery
Collection efficiency ↑, cost per collection ↓
Telecom
Postpaid bill collections, device EMI recovery
Payment success rate ↑, churn rate ↓
Utilities
Electricity, water, gas bill collections
Billing cycle payment rate ↑, disconnection rate ↓
Auto Finance
Vehicle loan EMI collections, repossession prevention
Repossession rate ↓, cure rate ↑
FAQ
Frequently Asked Questions
How does Vibrium handle customers who want to speak to a human agent?
Kai recognizes escalation requests ('I want to talk to your manager') and seamlessly transfers to a human agent with full multi-channel context. The agent sees a complete transcript and Kai's recommended next action before taking over.
What happens if the customer raises a billing dispute?
Kai captures dispute details (amount disputed, reason, supporting documents), logs the case in your CRM with 'Dispute' disposition, and routes to dispute resolution team. Collections activity is automatically paused until resolved, ensuring RBI Fair Practices Code compliance.
How do you ensure compliance with RBI guidelines and calling hour restrictions?
Kai is programmed with RBI Fair Practices Code rules: voice calls only between 9 AM - 7 PM, maximum 3 contact attempts per day, never on Sundays/bank holidays unless consented. WhatsApp messages can be sent until 9 PM. All consent is recorded.
Can we customize Kai's conversation approach and WhatsApp message templates?
Absolutely. You can configure different conversation strategies and WhatsApp message templates per DPD bucket, customer segment (prime vs. subprime), product type, and even individual customer tags.
What's the pricing model?
Pricing is consumption-based: one-time setup fee + per-minute charge for voice + WhatsApp messaging charges. Typical cost per collection is one-third of manual or outsourced collections.
How long does implementation take?
Cloud deployments take 3 weeks (includes WhatsApp Business API integration), on-premise deployments take 4-5 weeks. Most clients see positive ROI within 2.5-3 months.
Does WhatsApp integration require customers to have WhatsApp Business?
No. Your organization integrates with WhatsApp Business API, but customers receive messages on regular WhatsApp consumer app. They don't need WhatsApp Business.
Recover 40% More Revenue with AI-First Collections
60-70% of delinquent accounts are recoverable with the right approach. Don't let billions in recoverable revenue slip away. Reach every customer across voice, WhatsApp, SMS, and email, negotiate intelligently, and recover more at a fraction of the cost, with perfect compliance.