Olli Health

Somewhere in America right now, a home health nurse is closing a laptop after a visit. The patient is fine. The notes are thorough. And the agency that employs her is about to lose money - not because the care was bad, but because turning those notes into the correct diagnosis codes is slow, expensive, and easy to get wrong.

Olli Health exists in that exact gap. It is a managed service, not just software: proprietary clinical AI does the coding it can do reliably, certified human coders handle the charts it shouldn't touch, and the whole thing runs in hours instead of days. The pitch is unglamorous and specific - 98% accuracy, roughly four times faster, about half the cost of the old way. That is the entire business, and it turns out the entire business is enough.

The bet looks odd on paper, which is usually a good sign. Three founders, three worlds that rarely meet. Eric Steege came from Amazon, where he spent about five years in product and launched Alexa's first paid subscription aimed at seniors and caregivers. Joe Freudenthal had spent two decades actually running senior care and home health agencies. Jeremy Gordon arrived with a Stanford degree and a UC Berkeley PhD in computational cognitive science, plus a track record building engineering teams.

Their wager: home health coding was too clinical for generic AI and too expensive for pure human labor - so the winning move was to build a system that combined both, and was honest about where the line between them sat. Investors agreed. The seed round closed in 2024; the $10M Series A, led by Industry Ventures, followed in late 2025.

Olli ingests clinical documentation in whatever messy format an agency has, runs it through its clinical AI, and produces diagnosis codes and reviewed assessments - with certified coders in the loop on the charts that need them. It plugs into the agency's EHR for review and approval, so the output lands where staff already work rather than in yet another tab.

Proof in this category isn't a press release - it's whether agencies keep paying. They appear to. First Choice Home Health, an Olli customer, has been cited reporting cost savings of up to 75% after switching. Interim Healthcare franchise locations are in the mix too. Across the book, Olli describes customer case-mix improvements of 10-12% and turnaround measured in hours.

Strip away the funding headlines and the mission is modest, which is the point. Olli wants home health agencies to spend less on back-office coding and capture the reimbursement they've already earned - so the people running them can think about patients instead of charts. The Series A money is going toward extending the loop earlier, connecting the start-of-care visit all the way through to final coding and quality review.

It is not trying to replace nurses or reinvent care. It is trying to make one specific, costly, invisible chore reliable. The ambition is to be unnoticed - the highest compliment a back-office system can earn.

America is aging, and more care is moving into the home. Every one of those visits will generate a chart, and every chart will need codes. The volume isn't going down; the margin for error isn't going up. Whoever makes that pipeline accurate and cheap holds a quiet, structural advantage in home health - and structural advantages tend to compound.

Return to that nurse from the opening. She finishes a visit, closes her laptop, and moves on. Behind her, the chart flows into Olli, gets coded - by AI where it can, by a certified human where it should - reviewed, and routed back into the EHR within hours. The agency gets paid correctly. No audit bait, no lost revenue, no late-night scramble. The most expensive paperwork in home health just became something nobody has to think about. That was always the goal.