Case Studies

Real results from real engagements

Anonymized case studies from enterprise messaging engagements across banking, electronics, and media — showing the operational wins conversational AI strategy can deliver.

Banking & Finance

Enterprise Bank — WhatsApp Adoption Revival

The Challenge

A major Indian bank launched WhatsApp Business for customer service but saw only 18% adoption 60 days post-launch. The conversational flows were generic, templates had poor click-through rates, and the internal team had no visibility into what was working.

The Approach

  • Conducted full conversational journey audit across 12 banking use cases
  • Redesigned onboarding communication sequence with 3-touchpoint success plan at weeks 2, 5, and 9
  • Built engagement dashboard tracking template performance, conversation completion rates, and user drop-off points
  • Implemented proactive check-ins tied to usage milestones

The Results

2.3x
Adoption increase in one quarter
45%
Template click-through improvement
60%
Reduction in channel support tickets
Consumer Electronics

Global Electronics Brand — Churn Prevention on Messaging

The Challenge

A global electronics manufacturer was seeing high churn on their messaging campaigns. Campaign engagement was declining month-over-month, and there was no early warning system for disengaging customers.

The Approach

  • Built a customer health dashboard tracking delivery rates, engagement scores, and response patterns
  • Introduced automated churn-risk flags triggered 2 weeks before renewal conversations
  • Created segmented conversational journeys based on customer lifecycle stage
  • Implemented A/B testing framework for template optimization

The Results

+15
NPS improvement in 6 months
30%
Higher engagement on messaging
22%
Reduction in campaign churn
Media & Entertainment

Streaming Giant — Regional Campaign Adoption at Scale

The Challenge

A global streaming platform struggled with inconsistent campaign adoption across regions. What worked in one market failed in another, and there was no framework for localizing conversational strategies.

The Approach

  • Ran 12 discovery workshops to map adoption blockers by region
  • Created localized onboarding playbooks for 5 different markets
  • Trained internal teams on a repeatable QBR framework tied to regional KPIs
  • Built a unified reporting dashboard for cross-region comparison

The Results

35%
Market share increase across regions
3x
ROI on campaign engagement
50+
Marketing assets created

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