AI Product Management Case Studies
Real-world AI implementations across Banking, Insurance, Vehicle Manufacturing, NGO operations, Agriculture, Real Estate, and Food Export industries.
30+ Products Launched7 Industries£6M+ Cost Savings95% Success Rate
Select Industry
Challenge
Traditional rule-based systems missing 30% of fraudulent transactions
Solution
Implemented real-time ML model with behavioral analytics
Value delivered
Developed product strategy, conducted user research with fraud analysts, coordinated implementation with compliance team
Technology Stack
PythonTensorFlowApache KafkaAWS SageMaker
Key Outcomes
- 95% fraud detection accuracy (up from 70%)
- £3.2M annual savings in fraud losses
- 50% reduction in false positives
Client Testimonial
"The AI fraud detection system has transformed our risk management capabilities while maintaining excellent customer experience."— Chief Risk Officer, Major Banking Institution
Challenge
Manual underwriting process taking 7-14 days, limiting business growth
Solution
AI-driven risk assessment with automated decision-making for qualified applications
Value delivered
Managed product ownership, aligned stakeholders, coordinated regulatory compliance
Technology Stack
PythonXGBoostAWS LambdaAPI Gateway
Key Outcomes
- 75% reduction in processing time
- 40% increase in loan approvals
- 99.2% accuracy in risk assessment
Client Testimonial
"The automated underwriting system has revolutionized our lending operations."— Head of Lending, Regional Bank
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