Olive AI
Healthcare Automation · Collapsed Oct 2023
Case Summary
Olive AI raised $852M to automate healthcare administration. After reaching peak headcount of ~700, the company executed multiple rounds of layoffs through 2023, ultimately winding down operations in October 2023.
Peak Signal Scores
Workforce
9Funding
8Sentiment
7News & Events
5Market Position
4Company Filings
3Signal Timeline
Headcount peaks around 700 employees.
First major layoff round — over 100 positions eliminated.
Glassdoor sentiment drops below 3.5. Engineering leadership departures reported.
Second layoff round. Product teams consolidated.
Company begins selling off business units.
Further reductions. Headcount below 200.
Remaining operations wound down.
Workforce Intelligence
Source: Revelio Labs · Monthly workforce and sentiment data
Headcount
Attrition Rate
Hiring Rate
Business Outlook (Glassdoor)
Active Job Postings
Where Olive AI Talent Went
Source: Revelio Labs transition data
What ERR Would Have Shown
By October 2022, Olive AI’s workforce signal was flashing red. The company had laid off over 100 employees in a single round, with key engineering leadership departing within the same quarter. Glassdoor sentiment dropped below 3.5 for the first time. Hiring went to zero across all functions. An OP tracking these signals would have had 12 months to demand a revised operating plan and validate the burn rate against remaining runway.