Stream Blog · Apr 2026
A technical deep dive on why splitting long, messy claims PDFs is hard in production and why generic segmentation tools often fail in claims workflows.
The AI Claims Workbench automating insurance claims
Company research
Public company, workplace, funding, and market signals
Updated Aug 16, 2026
Overview
Stream is an AI-powered medical case management company for workers’ compensation claims. It helps claim adjusters and claims teams automate medical document review, extract insights, reduce claim duration, and improve outcomes.
Primary product
AI-powered claims / medical document management platform for workers’ compensation, including Chrono, Chrono+, and Sift
Founded
2022
Headquarters
San Francisco, California, United States
Team size
11-50
Work style
Onsite
Industry
Insurance
Sub-industry
Insurtech / workers’ compensation claims automation
Offices
1885 Mission St, San Francisco, California 94103, US
175 Varick St, New York, NY 10014, US
Business model
B2B SaaS
usage/service hybrid
enterprise software
Funding
People & investors
Leadership
Co-Founder & CEO
Co-Founder & CTO
Michaela Donato
Founding Product Manager
Travis Hodge
Head of Sales
Riley Matthews
Founding ML Engineer
Software Engineer
Lance Zhou
Chief of Staff
Pierre Enel, PhD
Machine Learning Hire
Work & culture
Public posts indicate an in-person team in San Francisco, strong hiring activity, and a culture emphasizing deep domain expertise, speed, and building AI for real claims workflows.
Work style
Onsite
Compensation
No public compensation bands were found. Public signals suggest a startup environment with hiring across engineering, product, and GTM roles, but no supported salary data was identified.
Product & market
Pricing
Not publicly disclosed; likely enterprise SaaS / workflow automation pricing, possibly with service components for Chrono+.
Differentiators
- —Purpose-built for workers’ compensation claims workflows
- —AI-driven medical document summarization and extraction
- —Built by former claims and insurance professionals
- —Combines self-serve product (Chrono) and managed service (Chrono+)
- —Reduces manual review time and duplicate/irrelevant pages via Sift
Technology
TypeScript
Python
GitHub
GitHub Actions
Slack
Salesforce
Carta
Dropbox
Chime
Customers
Workers’ compensation insurance carriers
Independent medical evaluators
Claims adjusters
Healthcare professionals
Attorneys
Competitors
MediStream
Read AI for claims/document automation vendors
other workers’ comp claims automation and medical record review startups
Scale & contact
Estimated monthly visits
3.2K
Traffic estimate as of Jun 2026
Latest news
Stream Blog · Apr 2026
Eilam Levitov’s post discusses the gap between polished demos and production-grade enterprise AI, especially in regulated industries like insurance.
Stream Blog · Mar 2026
Stream announced it joined Guidewire’s Insurtech Vanguards program and said its platform can integrate with Guidewire ClaimCenter to surface risks earlier in disability, medical, litigation, and fraud workflows.
Stream Blog · Aug 2025
Primary source announcing the seed round, investors, total funding, products Chrono/Chrono+/Sift, and company mission.
Insurtech Insights · Oct 2024
Coverage of the seed round and product details, including Chrono, Chrono+, and Sift.
Jobs and careers at Stream
8 jobs at Stream
Senior Software Engineer, Infrastructure
Remote
Engineering
Toronto office; Toronto, Ontario, Canada
1w ago
Remote
Full-time
Senior Data Engineer
On-site
Developer Relations
Boulder, CO (US); Boulder, Colorado, United States
1w ago
On-site
Full-time
Solutions Consultant II- Trust & Safety
On-site
Customer Success
Boulder, CO (US); Boulder, Colorado, United States
1w ago
On-site
Full-time
Staff Backend Engineer – AI
Remote
Engineering
Amsterdam office; Amsterdam, North Holland, Netherlands
3w ago
Remote
Full-time
Senior Infrastructure Engineer
Remote
Engineering
Amsterdam office; Amsterdam, North Holland, Netherlands
4w ago
Remote
Full-time
Senior React SDK Developer
Remote
Engineering
Skopje; Skopje, North Macedonia
1mo ago
Remote
Full-time
Lead Data Engineer
Remote
Developer Relations
Amsterdam office
2mo ago
Remote
Full-time
Sales Development Representative (US)
Remote
Sales
Boulder Office
8mo ago
Remote
Full-time