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Autonomize AI Tech Stack

AI agents for healthcare operations and workflow automation

Technology, Information and Internet Austin, Texas 51–200 employees Founded 2022 Privately Held

Autonomize AI builds specialized AI agents for healthcare administrative workflows—prior auth, care management, claims, utilization review. The stack is deep-learning-heavy (TensorFlow, PyTorch, BERT, GPT) with healthcare-specific infrastructure (FHIR, HL7, Epic, Cerner integration) and modern MLOps patterns (Kubernetes, RAG, LlamaIndex). The hiring mix skews heavily toward senior engineers and leads, with active work on LLM fine-tuning and vision-based document processing, suggesting a company scaling production AI systems rather than prototyping.

Tech Stack 97 technologies

Core StackPython TensorFlow PyTorch Kubernetes RAG AWS Epic Systems Figma Langchain Hugging Face JavaScript TypeScript React Node.js Django Flask Docker OpenCV GPT BERT GPU TPU FHIR HL7 Azure GCP Cerner Replit LlamaIndex D3.js+62 more

What Autonomize AI Is Building

Challenges

  • Reducing administrative burdens
  • Streamlining knowledge workflows
  • Hipaa compliance
  • Enterprise adoption of ai solutions
  • Performance bottlenecks
  • Technical debt
  • Scalability challenges
  • Implementing security and compliance controls
  • Expanding footprint within health plans
  • Reducing toil through automation

Active Projects

  • Core platform development
  • Monitoring and alerting system implementation
  • Llm fine-tuning for healthcare applications
  • Ai copilots and agents
  • Autonomize health platform
  • Vision-based data processing for medical documents
  • Employee engagement surveys
  • Clinical roadmap
  • Scalable kubernetes infrastructure
  • Automation of engineering processes

Hiring Activity

Steady45 roles · 20 in 30d

Department

Engineering
19
Marketing
5
Product
4
Sales
4
HR
3
Security
2
Data
1
Design
1

Seniority

Senior
26
Lead
5
Director
4
Junior
2
Manager
2
Mid
2
Principal
2
VP
1

Notable leadership hires: Head of Engineering, Director of Growth, Head of Marketing, National Account Director, Tech Lead

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About Autonomize AI

Autonomize AI develops AI agents that automate high-friction healthcare processes: prior authorization, care management, claims adjudication, and utilization reviews. Founded in 2022, the company is based in Austin and operates at 51–200 employees. The product targets health plans, hospital networks, and payers—organizations drowning in manual, unstructured data (clinical notes, PDFs, faxes, claims). Core technical approach centers on converting chaotic healthcare data into structured, contextual information via NLP and vision models, then routing that to decision-support or fully automated agents. The roadmap includes core platform hardening, Kubernetes infrastructure scaling, and expanding into vision-based medical document processing.

HeadquartersAustin, Texas
Company Size51–200 employees
Founded2022
Hiring MarketsUnited States, India

Frequently Asked Questions

What AI models does Autonomize AI use?

TensorFlow, PyTorch, BERT, GPT, and custom LLM fine-tuning for healthcare. The stack also includes RAG and LlamaIndex for retrieval-augmented generation, plus OpenCV for vision-based medical document processing.

What healthcare systems does Autonomize integrate with?

Epic Systems and Cerner EHRs, plus FHIR and HL7 standards for data exchange. The platform is built to ingest and process data from clinical, claims, and operational sources across health plan and provider networks.

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