Sully.ai Tech Stack

Autonomous AI agents for hospital operations and clinical workflows

Hospitals and Health Care Mountain View, California 51–200 employees Founded 2023 Privately Held

Sully.ai deploys multi-agent autonomous systems into hospital operations, using Node.js, Python, PyTorch, TensorFlow, and healthcare standards (FHIR, HL7, DICOM) to automate clinical and administrative tasks. The stack reveals heavy investment in ML inference and integration reliability—they're adopting standard healthcare interop formats while managing legacy system migrations, suggesting the core challenge is not AI capability but deep EHR/Epic integration at scale. Hiring velocity is accelerating with senior engineers and research roles dominating the mix, backed by a nascent sales and product org.

Tech Stack 38 technologies

Core StackNode.js TypeScript Python Selenium Kubernetes AWS ArgoCD Terraform Pulumi PyTorch TensorFlow Hugging Face LangChain React Jira Jenkins GitHub Actions Kafka RabbitMQ Docker Epic Systems FHIR HL7 REST API GCP Azure LlamaIndex Bash SQL DICOM+6 more

What Sully.ai Is Building

◆Challenges

Burnout
Administrative chaos
Misdiagnoses
Delays in healthcare
Delays in patient care
Integration reliability
Reducing administrative tasks
Reducing onboarding time
Integration incident rate
Migrating legacy integrations

▲Active Projects

Integrations
Go-to-market engine from scratch
Cross-agent design system
Sdk and sample app mvp
12-month integration roadmap
Automated evaluation pipelines
Repeatable playbook for outbound to closed-won conversion
High-performing sales team onboarding program
Consultant
Scribe

Hiring Activity

Accelerating30 roles · 15 in 30d

Department

Engineering

Sales

Research

Support

Product

Seniority

Senior

Lead

Director

Mid

Notable leadership hires: Engineering Head, Head of Engineering, Head of Sales, Head of Product

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About Sully.ai

Sully.ai builds an AutonomousOS composed of specialized AI agents—receptionists, medical consultants, triage nurses, scribes, and coders—that execute end-to-end hospital workflows by automating manual administrative and clinical tasks. The company targets health systems and primary care organizations, positioning the product against the estimated $800B annual labor cost of manual hospital operations. Founded in 2023 and based in Mountain View, the company operates across 51–200 employees and is actively hiring across North America, UAE, South Africa, and Saudi Arabia. Active development includes a 12-month integration roadmap, automated evaluation pipelines, and repeatable sales playbooks.

HeadquartersMountain View, California

Company Size51–200 employees

Founded2023

Hiring MarketsUnited States, United Arab Emirates, South Africa, Saudi Arabia

Frequently Asked Questions

What tech stack does Sully.ai use?

Node.js, TypeScript, Python, PyTorch, TensorFlow, Hugging Face, LangChain, LlamaIndex for the AI layer; FHIR, HL7, DICOM for healthcare interop; Kubernetes, AWS, GCP, Azure, Terraform, Pulumi for infrastructure; Epic Systems integration.

What is Sully.ai working on?

Core projects include a 12-month EHR integration roadmap, automated evaluation pipelines for agent accuracy, an SDK and sample app MVP, a cross-agent design system, and go-to-market engine and sales enablement playbooks for hospital outbound.