(Image source: Flarre.AI.)

Flarre.AI (Tampa, Fla.) has launched BA Agents, an agentic AI product designed to help property/casualty insurers convert business requirements into structured outputs for core system implementations, product launches and state rollouts. The product is deployed locally within a carrier’s environment and converts inputs from documents, emails, images, meetings and other sources into governed artifacts for product, SME, QA, IT, PMO and transformation teams.

Flarre.AI says BA Agents can decompose inputs and produce business requirement documents, user stories, data models, API contracts and traceability matrices. The product includes end-to-end traceability, human-in-the-loop validation, configurable guardrails and audit logs.

“Carriers are under immense pressure to launch products faster, expand into new states, and keep pace with competitive forces and pressing market demands, but the work behind ensuring a successful product launch, or expansion is the requirements, configuration and testing, that still runs on manual processes and tribal knowledge,” comments Asha Kalidindi, Co-Founder, Flarre.AI. “We built Flarre.AI to change that, with the governance, traceability and security that insurance demands.”

Requirements Delivery

The product is designed for P&C insurers working on software development lifecycle projects, including core system implementations, rating accuracy, product changes and policy changes. Flarre.AI says its platform is built so customer data remains within the carrier’s environment.

“For AI to be enterprise-ready in insurance, it has to fit how carriers actually operate: deployed in their environment, modular, integrated into systems of record, and flexible across LLMs and deployment models,” comments Anand Kamat, Co-Founder, Flarre.AI. “From granular governance controls to full audit trails, every design decision was driven by what insurance requires for production.”

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