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| title: README | |
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| short_description: AI Systems for Insurance & Regulated Markets | |
| # 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. | |
| --- | |
| ## 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. | |
| --- | |
| ## 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 | |
| --- | |
| ## Architecture | |
| All projects follow the BDR Agent Factory pattern: | |
| - Shared governance standards | |
| - Unified logging schemas | |
| - Decision JSON contracts | |
| - Security-first design | |
| --- | |
| ## Get Started | |
| Explore our repositories: | |
| - Datasets: Synthetic insurance data for validation | |
| - Models: Decision agents with formal contracts | |
| - Spaces: Interactive product demonstrations | |
| --- | |
| Building decision intelligence systems for the future of insurance. | |