AI Insurance Patents
Patent-level analysis of AI intellectual property strategies from AIG, Quantiphi/Dociphi, and EXL, covering document extraction, underwriting automation, claims adjudication, regulatory reporting, and property risk. See the complete guide for the full landscape.
The AI Patent Race in Insurance: A Complete Guide
April 3, 2026Three companies, three IP strategies: AIG’s carrier patents for underwriting, Quantiphi’s vendor platform patents, and EXL’s 10-patent services company portfolio. 16 patents analyzed.
Read article →EXL’s 10 AI Patents: Building Insurance’s AI Infrastructure
April 3, 2026EXL was granted 10 AI patents in a single year. We map the full portfolio and compare EXL’s services company IP strategy to AIG and Quantiphi.
Read article →Inside EXL’s Insurance LLM Patent
April 3, 2026Domain-specific AI for claims adjudication, regulatory reporting with flux analysis, and property risk prediction using aerial imagery.
Read article →From Unstructured Documents to Knowledge Graphs: EXL’s Data Ingestion Patents
April 3, 2026Three patents forming a coherent extraction pipeline: CNN-based table extraction, reverse Q&A named entity recognition, and incrementally updatable knowledge graphs.
Read article →The AI Patent Race: AIG vs. Quantiphi
March 27, 2026How AIG and Quantiphi are building competing IP moats from opposite sides of the build-vs-buy divide in insurance underwriting.
Read article →Inside AIG’s Agentic AI Underwriting Machine
March 26, 2026AIG’s three-layer AI stack with Palantir, Claude, and 4 million data points. Performance metrics, agent taxonomy, and capital deployment innovations.
Read article →Patent #12,437,155: How AIG Separates Tables from Text
March 26, 2026The foundational extraction architecture: markdown-based conversion, independent chunking pipelines, and ontological data store population.
Read article →Patent #12,437,154: The Traceability and Hallucination Detection Layer
March 26, 2026Chunk-level source attribution, hallucination detection, version histories, and citation generation for LLM auditability.
Read article →Patent #12,511,320: Chain-of-Thought Prompting for Complex Spreadsheets
March 26, 2026Four-step prompting for multi-table documents with hybrid text/multimodal architecture.
Read article →What AIG’s AI Patents Mean for Carriers Building Their Own Systems
March 26, 2026Freedom-to-operate analysis: what each patent requires, what it leaves open, and what carriers should evaluate.
Read article →The AI Governance Gap in Actuarial Practice
March 22, 2026When management moves faster than standards: navigating ASOP No. 56 and AI governance in the age of LLMs.
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