Use Cases

One Platform, Every Stage of the Journey

From the first onboarding screen to a recovered overdue payment, RevRag AI agents work at every stage: onboarding, sales, support, and collections.

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User OnboardingIn-App SalesUser SupportCollectionsFeature AdoptionAgentic Workflow
User completing onboarding on a financial app

User Onboarding

Most BFSI apps lose over half their users during onboarding. RevRag AI detects where users struggle, intervenes in real time, and guides them to activation.

  • Real-time Confusion Detection
  • Step-by-Step KYC Guidance
  • Personalized Language Support
  • Smart Form Autofill

KYC Drop-off

55%+ abandon KYC over document and form confusion.

Slow Time-to-Value

3+ minutes to understand a product cuts completion by 70%.

High Support Volume

40%+ of BFSI support tickets are onboarding queries.

How the agent works

User Enters Onboarding Flow

Confusion Signal Detected

Proactive Intervention

Resolution & Completion

5-15%

Improvement in onboarding completion

40%

Reduction in KYC drop-off

60%

Fewer onboarding support tickets

2 hrs

Average integration time

User comparing product options on a financial app

In-App Sales

Most users research your product, get confused by too many options, and leave without converting. RevRag AI detects buying intent and guides users to the right product.

  • Contextual Product Recommendations
  • AI-Powered Calling for High-Intent Leads
  • Instant Query Resolution
  • Cross-sell & Upsell Intelligence

High-Intent User Detection

Flags high-intent users from calculator use and page visits.

Generic Recommendations

Users get generic suggestions instead of ones matched to their goals.

High-Intent Leads Go Cold

The window to re-engage closes fast without instant follow-up.

How the agent works

Signal Detection

Contextual Engagement

Needs Discovery

Tailored Recommendation

Frictionless Conversion

3X

Increase in top-of-funnel conversations

20%

Higher product upgrade rate

45%

Reduction in sales cycle length

18%

Cross-sell revenue increase

User getting a support query resolved on a call

User Support

Support teams are drowning in volume while customers wait longer than ever for answers. RevRag AI agents resolve queries instantly, 24/7, across every channel.

  • Instant Query Resolution
  • Document Collection Bot
  • Escalation Routing
  • Policy-Aware Responses

High Ticket Volume

Repetitive queries eat up agent time and delay real issues.

Long Resolution Times

Handle time exceeds 8 minutes; queues can stretch for hours.

Inconsistent Quality

Quality varies by agent, and one wrong answer creates risk.

How the agent works

Customer Initiates Query

Context Retrieved

Resolution Delivered

Escalation When Needed

80%

First-contact resolution rate

60%

Reduction in support cost

4.8/5

Average CSAT score

24/7

Support availability

User calmly managing a payment reminder at home

Collections

Traditional collections is expensive, non-compliant, and burns out your best agents. RevRag AI calls, negotiates, and recovers at scale, with empathy, TRAI compliant.

  • Personalised Payment Reminders
  • Negotiation Scripts
  • CRM Auto-Logging
  • 100% TRAI Compliant

Low Recovery Rates

Manual calls reach under 30% of delinquent customers.

Agent Burnout

One of BFSI’s highest-attrition roles, driven by burnout.

Compliance Risk

One non-compliant call risks penalties under TRAI rules.

How the agent works

Delinquency Identified

Personalised Call Initiated

Negotiation & Commitment

Outcome Logged & Followed Up

2x

Recovery rate improvement

70%

Reduction in collections cost

100%

TRAI compliant calls

3x

More customers reached daily

User delighted after discovering a new app feature

Feature Adoption

Most users never discover half of what your product can do. RevRag AI surfaces the right feature at the exact moment a user needs it, no tutorial video required.

  • Contextual Feature Surfacing
  • Guided First-Time Setup
  • Usage Impact Summaries
  • Behavior-Based Targeting

Low Feature Discovery

Users touch a fraction of what your product offers.

Tutorials Nobody Watches

In-app tours and videos see completion rates near 5%.

Wasted Build Investment

Valuable features ship but never move usage or retention.

How the agent works

Usage Pattern Detected

Contextual Prompt

Guided Activation

Impact Reinforced

+25%

Feature adoption within 30 days

3x

Higher completion vs. tutorial videos

40%

Increase in daily active feature usage

2 hrs

Typical integration time

Professional reviewing an automated workflow dashboard

Agentic Workflow

Beyond conversations. RevRag AI agents reconcile records, catch mismatches, and keep a full audit trail, running the operational workflows your team currently does by hand.

  • Scheduled Reconciliation
  • Auto-Correction With Guardrails
  • Full Audit Trail
  • Self-Running Cycles

Manual, Repetitive Reconciliation

Teams spend hours weekly cross-checking records by hand.

Mismatches Caught Too Late

Discrepancies surface at month-end, when the fix costs more.

No Audit Trail

No timestamped record of what was checked, or by whom.

How the agent works

Trigger Fires

Data Pulled & Compared

Mismatches Handled

Logged & Scheduled

90%

Reduction in manual reconciliation hours

100%

Timestamped audit trail coverage

Same-day

Mismatch detection vs. month-end

2 hrs

Typical integration time

See RevRag AI on Your Own Journey

One platform, deployed across onboarding, sales, support, and collections, purpose-built for BFSI.

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