Inlyth provides Ary, a platform that automatically extracts and preserves the reasoning context behind insurance claims coverage decisions from existing documents. The system captures options considered, evidence relied upon, and alternatives rejected in a verbatim, timestamped, and immutable format, ensuring defensible audit trails when decisions are challenged.
- Artificial Intelligence
- Insurance Technology
- Regulatory & Compliance Technology
- Software Only
Funding
Funding not disclosed
Founders
Product
Problem
Insurance claims coverage decisions are frequently challenged, yet the reasoning behind them is often lost when the original handler leaves the organization. File notes typically record only the outcome, not the options considered, evidence relied upon, or alternatives rejected, forcing costly and risky reconstruction when scrutiny arrives.
Solution
Ary processes existing claims documents to extract and preserve the structured reasoning context behind every coverage assessment. The platform captures this information verbatim, timestamped, and immutable, ensuring that what was present at the time of the decision remains available for future review. Rather than generating summaries or interpretations, Ary preserves the original decision-making context exactly as it occurred, providing a reliable audit trail for claims professionals.
Target Audience
Primary customers are insurance carriers, claims departments, and risk management teams that need to maintain defensible documentation for coverage decisions and withstand regulatory or legal scrutiny.
Features
- Automated extraction of reasoning context from existing claims documents without manual data entry
- Verbatim preservation of decision rationale, including options considered, evidence relied upon, and constraints acknowledged
- Timestamped and immutable record-keeping to ensure data integrity and regulatory compliance
- Structured capture of alternatives rejected during the coverage assessment process