AI in Health Care Technology

Boston Medical Data runs the open-source DocRouter platform on-premises to turn mixed fax and PDF peri-operative packets of up to about 500 pages into patient-level data for anesthesia revenue cycle management. A workflow splits each packet, runs Textract OCR and an LLM page classifier in parallel per page, groups pages by MRN or name and date of birth, and extracts billing fields, with unassigned pages sent to human review. DocRouter reports 175,000+ documents processed at 99.9% extraction precision.

Clear.bio, a Dutch Type 2 diabetes nutrition startup, used Gemini, an AutoML model on the Gemini platform, BigQuery and Cloud Run functions to score healthcare practices as referral partners. Focusing sales on the top 20% of practices lifted high-value partner conversion 30% and cut outreach time by almost 20%, with 92-94% prediction accuracy.

Cohere Health built Cohere Policy Studio on Amazon Bedrock AgentCore to digitize the clinical policies that govern prior authorization. Digitization time per policy fell 30 percent, from 2 hours 15 minutes to 1 hour 35 minutes, and full agent deployments in the product dropped from 3-4 months to 2-6 weeks. A knowledge graph prototyped with AWS is described as the next step.

Artera's FDA De Novo-authorised ArteraAI Prostate Test returns prognostic results in one to two days instead of about six weeks for genomic tests. It runs on AWS, with EKS for inference, ECS for the portal, EFS, RDS, ElastiCache and region-specific S3 buckets, processing biopsy images of up to 8 GB as tens of thousands of patches; Artera is also training a pan-tumour foundation model.

Halodoc added an AI code reviewer to its Jenkins Global Library pipeline that runs on GitLab Merge Requests according to repository and branch rules, using Gemini CLI by default and Claude Sonnet via AWS Bedrock on demand. First feedback dropped from 30-45 minutes to 1-2 minutes; 85% of findings were accepted.

Autonomize AI — a healthcare-native AI orchestration vendor selected as a 2026 World Economic Forum Technology Pioneer — announced on July 15, 2026 the launch of Autonomize Genie AI, an AI agent that lets clinicians, operators, and IT teams design and refine production-ready healthcare workflows using natural language. The product targets utilization management, prior authorization, appeals, care coordination, and payer-provider workflows, generating auditable workflows from approved enterprise components rather than ungoverned code.

Lunit announced at the Society of Breast Imaging symposium in April 2026 that its breast cancer AI now runs at more than 330 screening sites in the Americas, supporting about one million screening mammograms a year. Lexington Clinic adopted its full suite for detection, density, risk and quality, and the FDA cleared version 1.2 of its 3D mammography AI.

Brainlab integrated Cognex 3D-A5000 camera into its ExacTrac Dynamic radiotherapy system, achieving sub-millimetric real-time patient positioning accuracy by merging thermal surface imaging with 3D point cloud data for radiation therapy.