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title: README
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short_description: AI Systems for Insurance & Regulated Markets
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# BDR AI Organization

## Enterprise Decision Intelligence Systems for Insurance & Regulated Markets

We build agentic AI systems that transform data into governed, auditable, and accountable decisions across claims, fraud, underwriting, and knowledge operations.

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## Design Principles

Our work is guided by four core principles:

### Decision-first, not model-first
We design systems around business decisions, not AI capabilities. Every agent exists to support a specific, measurable decision outcome.

### PoC to MVP to PRD lifecycle
We validate ideas quickly, iterate with real users, and scale only what works. Every project follows a structured maturity path.

### Human-in-the-loop by default
AI recommends, humans decide. Our systems are built for collaboration, not replacement.

### Auditability, governance, traceability
Every decision is logged, explained, and traceable. We build for regulated industries where accountability is non-negotiable.

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## Product Portfolio

### ClaimsGPT
AI-powered insurance claim decision intelligence with document analysis and fraud detection.
- Impact: 62% workload reduction
- Capabilities: Multi-agent claim processing, explainable decisions, audit trails

### FraudSimulator AI
Advanced fraud detection with pattern recognition and risk scoring.
- Impact: +15% fraud precision
- Capabilities: Anomaly detection, risk visualization, investigative workflows

### Auto Risk Score Engine
IFRS-ready underwriting risk assessment and policy segmentation.
- Impact: Automated risk banding
- Capabilities: Explainable scoring, regulatory compliance, policy triage

### Insurance Knowledge Agent
RAG-powered policy intelligence for clause resolution and compliance.
- Impact: Instant policy expertise
- Capabilities: Document retrieval, conflict resolution, version awareness

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## Architecture

All projects follow the BDR Agent Factory pattern:
- Shared governance standards
- Unified logging schemas
- Decision JSON contracts
- Security-first design

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## Get Started

Explore our repositories:
- Datasets: Synthetic insurance data for validation
- Models: Decision agents with formal contracts
- Spaces: Interactive product demonstrations

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Building decision intelligence systems for the future of insurance.