Neutrinos releases AI Agent Library to enhance insurance process automation

AI Agent Library is designed to help insurers operationalize AI across claims, underwriting, servicing and distribution

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Michael Hill
Michael Hill
07/25/2025

transforming insurance processes

Artificial intelligence (AI) powered intelligent automation firm Neutrinos released AI Agent Library to enhance insurance process automation.

AI Agent Library is designed to help insurers operationalize AI across claims, underwriting, servicing and distribution, according to the announcement. The library consists of purpose-built models for insurance value streams.

Neutrinos joins a number of companies seeking to revolutionize insurance processes. Accenture recently announced new investment in Reserv to transform insurance claims workflows while Appian launched Connected Claims 2.0, an AI-powered solution designed to optimize key claims processes.

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Enabling agentic orchestration in insurance

Neutrinos aims to support insurers through the entire implementation journey, helping discover opportunities for agent adoption, design multi-agent workflows, build and integrate agents and scale AI deployments with governance and observability, according to a press release. 

Delivered through the Neutrinos intelligent automation platform, the library enables agentic AI orchestration at scale. Purpose-built models include:

  • Claims automation: Deploy AI agents to orchestrate intake, verify claims data and support adjudicators with context-aware decisions.
  • Underwriting and risk assessment: Model risk, analyze documents and recommend next best actions.
  • Fraud detection and adjudication support: Detect anomalies, validate evidence and flag risk signals in real time.
  • Customer communication and engagement: Support context-aware interactions across the policyholder lifecycle.
  • Medical and document intelligence: Classify, extract and analyze unstructured data across both underwriting and claims processes.
  • Distribution support and compliance: Support case collaboration, agent oversight and audit-readiness.

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Transforming real-world insurance use cases with AI agents

“For insurers looking to get started with agentic AI, this library delivers a fast, scalable, frictionless on-ramp,” said Samik Ghosh, CEO and co-founder of Neutrinos. “Whether these are your first AI agents or you’ve already built some in-house or with other partners, the Neutrinos platform works alongside them. This library of agents reflects real-world insurance use cases and gives teams a practical, enterprise-grade foundation to deploy context-aware, governed AI without starting from scratch.”

Insurers can introduce AI agents at any point in the business process, automating manual tasks or accelerating time to value, with seamless handshakes to legacy or modern platforms, minimizing disruption to existing systems, added Ghosh.

Task mining – unlocking new possibilities in process optimization: Industry report 2025

Task mining is experiencing robust growth, driven by the increasing need for process optimization and automation across diverse sectors. The market, estimated at US$2 billion in 2025, is projected to exhibit a compound annual growth rate (CAGR) of 25 percent over the next eight years, reaching an impressive $10 billion by 2033, according to Market Report Analytics.

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