AI case study

AllstateCustomer issue prediction

Transcripts held hidden signals legacy models missed. GenAI now tracks sentiment, alerting agents to intervene before issues escalate.

Published|1 year ago

Key results

Prediction Performance
3x
vs historical models
Proactive Issue ID
71%

Result highlights

Unlock 2 result highlights

The story

Context

A leading insurance provider sought to improve insights from frequent customer interactions while maintaining strict data privacy and IT governance standards.

Challenge

Slow development cycles for customer engagement strategies limited the ability to test hypotheses quickly. Additionally, existing models struggled to...

Solution
Unlock full story

Quotes

The company

Allstate logo

Allstate

allstate.com

Personal and commercial insurance provider for auto, home, and life.

IndustryInsurance
LocationNorthbrook, IL, USA
Employees5K-10K
Founded1931

The implementation partner

Boston Consulting Group logo

Boston Consulting Group

bcg.com
IndustryProfessional Services
LocationBoston, MA, USA
Employees10K-50K
Founded1963

Similar Case Studies

Related implementations across industries and use cases

66 AI case studies in Insurance

352 AI case studies in Customer Service