Andy AI
Faster clinical documentation for home health nurses
What Andy AI does
Andy is AI software that completes documentation for nurses doing home visits. Our software saves $8B a year; Tiantian was previously a PM at Google’s healthcare business and Max was a staff engineer on the health team at Apple. Andy benefits nurses and the agencies that employ them. Agencies that use Andy see up to 45% more detailed charts, 2x greater nurse productivity, and timely submission (no more billing delays!) With Andy, clinicians get their evenings back. Home health is the fastest growing segment of healthcare, doubling to $251B by 2031. Combined with recent nursing shortages and burnout, we’re seeing not just urgency, but excitement and joy, around adopting AI for home health.
2 open roles
What the role involves
Andy completes clinical documentation for nurses who do home visits. Home health nursing is a $250B industry, where 40% of revenue is spent on administrative tasks. Within 5 years, every nursing note will be done by purpose-built AI. Andy saves nurses 20+ hours per week Nursing agencies hire us to solve labor shortage, reduce churn and slash admin cost Double-digit MoM growth (mostly word-of-mouth & some outbound); near-perfect retention We’re a small team of engineers (Google/Apple) & clinicians, passionate about improving healthcare in a focused and meaningful way. What you’ll do You will design & scale systems from scratch and jump in on the highest-impact projects: Launch AI features to cleverly extract structured data from messy PDFs & audio transcripts Build intuitive UX that make humans more accurate/productive Scale backends and experiment with new tools Bonus: learn medicine & see how money flows in healthcare. Who you are You are a strong generalist engineer who takes end-to-end ownership from idea to launch. You’ll be successful with Andy if you: Ship fast & make good tradeoffs Take a high-level direction & run with it Are excited to dive into LLMs Who you’ll work with Tiantian Prev. PM at Google’s healthcare division Launched world’s first ever mosquito factory to eliminate Dengue (yes, it works!) Sam Built Google Photos from 0 to 1B; tech lead for Photos Android (100+ eng) Prev engineer at Bump (Sequoia) / Convex (a16z) Sarah Prev. administrator of home health agency Led a 4.5-star agency (read: she’s *really excellent* at documentation)
What the role involves
Andy completes clinical documentation for nurses who do home visits. Home health nursing is a $250B industry, where 40% of revenue is spent on administrative tasks. Within 5 years, every nursing note will be done by purpose-built AI. Andy saves nurses 20+ hours per week Nursing agencies hire us to solve labor shortage, reduce churn and slash admin cost Double-digit MoM growth (mostly word-of-mouth & some outbound); near-perfect retention We’re a small team of engineers (Google/Apple) & clinicians, passionate about improving healthcare in a focused and meaningful way. What you’ll do You’ll develop AI that reads complex, multi-modal data (text, image, audio) and generates accurate, home-health-specific documentation. Structure highly heterogeneous healthcare data using frontier models Enhance models through detailed failure analysis and rapid iterations Design human-review processes to generate high-quality ground truth Get creative & experiment relentlessly Bonus: learn medicine & see how money flows in healthcare. Who you are You are a strong AI engineer who takes end-to-end ownership from idea to launch. Strong foundation in AI Hands-on experience building with LLMs Excited to build in healthcare Proficient in Python & Typescript Who we are Tiantian Prev. PM at Google’s healthcare division Launched world’s first ever mosquito factory to eliminate Dengue (yes, it works!) Sam Built Google Photos from 0 to 1B; tech lead for Photos Android (100+ eng) Prev engineer at Bump (Sequoia) / Convex (a16z) Sarah Prev. administrator of home health agency Led a 4.5-star agency (read: she’s *really excellent* at documentation)
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Company facts compiled from public sources and last refreshed 9 September 2026. Details change; treat the company’s own site as the authority.