Claims automation

Apexon offers an AI-powered claims management solution for US healthcare providers and hospital revenue cycle teams to reduce claim denials and recover lost revenue.The solution applies AI across the claims lifecycle, including automated claim scrubbing, denial prediction, payer note analysis, and automated appeals.It is built on Amazon HealthLake, Amazon SageMaker, Amazon Bedrock, Amazon Comprehend Medical, and Amazon Textract, with HIPAA-aligned controls using AWS IAM, AWS KMS, Amazon Macie, and AWS CloudTrail.

ApexonHealthcare

UCARE.AI is a Singapore-based insurtech company that moved from a cloud-agnostic setup to Google Cloud to improve product development and access the latest generative AI capabilities.The company uses Vertex AI, Gemini Pro, MedLM, BigQuery, Google Kubernetes Engine, Cloud Storage, Cloud SQL, and Pub/Sub to support healthcare claims analytics, fraud detection, and claim assessment workflows.

UCARE.AIInsurance

Anthem used Amazon Textract to digitize and automate claims processing for submitted medical claim documents.The solution extracts printed text, handwriting, tables, and forms from scanned documents and classifies them into a digital-processing workflow.

AnthemInsurance

Visma, through M2 by Visma, built M2 Tarkka to automate validation of travel and expense claims on AWS.The solution combines deterministic rules with LLM-powered checks to interpret contextual free-text descriptions and apply Finnish tax and policy rules.Visma also added an AI agent so customers can upload travel policies and ask natural-language questions with source-attributed answers.

VismaFinance

Gallagher, a global insurance broker and risk management firm, built an AI platform on Microsoft Foundry to support secure enterprise AI in a highly regulated environment.The company deployed Microsoft 365 Copilot across 70,000 employees and used Copilot Studio to create governed agents connected to internal systems.AI is applied to claims summarization, document-heavy workflows, multi-line quote letter automation, and RFP automation with human oversight and strict data boundaries.

GallagherInsurance

This article describes a hands-free first notice of loss (FNOL) intake prototype for insurance claims.It combines Strands Agents for insurance-specific reasoning with Amazon Bedrock AgentCore Browser Tool and Amazon Nova Act to operate existing portals, tag multimodal evidence, and produce decision-ready intake for adjusters.

StrandsInsurance

AWS native claims automation solution enabling faster validation, fraud detection, and compliance driven adjudication across automobile and property insurance workflows.The solution modernizes claims adjudication by automating document validation, policy alignment, fraud detection, and compliance checks across high volume automobile and property insurance workflows.It standardizes decision logic and accelerates claim processing while preserving auditability.

Insurance Claims Processing SolutionInsurance

UNIQA SEE faced fragmented and complex medical referral letters and invoices, heavy manual document review and validation, call center reliance, and long claims processing cycles.

UNIQA Insurance GroupInsurance

UCARE.AI is an AI-driven insurtech company in Singapore focused on healthcare claims. It moved from multi-cloud to Google Cloud to streamline product development and gain access to generative AI capabilities.Its solutions include AlgoDetect for flagging outlier claims to reduce fraud, waste and abuse, and AI Assessor for drafting summaries and responses using Gemini Pro and MedLM for medical terminology understanding.The company says the move to a single cloud shortened its product release cycle from one month to one week and improved time savings for customers reviewing flagged claim details.

UCARE.AIInsurance

Artificial Labs used Google Cloud to build insurance claims automation that recognizes patterns in complex insurance documentation and moves risks toward quote readiness with humans in control.Conscium, Artificial Labs, and Oxford Quantum Circuits also used Google Cloud to manage thousands of LLM requests efficiently and support adjacent AI evaluation and quantum workloads.The implementation centers on Gemini Enterprise Agent Platform, Gemini for Google Cloud, and BigQuery as the data and analytics foundation.

Artificial LabsInsurance