Evaluating only Labii’s profile at its peak — without knowing the outcome — the model ranked Competition as the #1 likely cause. That’s exactly how it died.
Key Events Timeline
FOUNDING
Zuo-Fei Yuan founds Labii in San Francisco as electronic lab notebook for biotech teams.
FUNDING
Raises ~$2.5M seed funding; launches ELN and LIMS modules targeting small biotech firms.
PIVOT
Attempts pivot to broader research data management but loses ground to Benchling's aggressive expansion.
SHUTDOWN
Active development ceases; website goes dark and customer support ends without formal announcement.
Full Analysis
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Documented cause
Labii raised approximately $2.5M to build an electronic lab notebook and research data management platform targeting biotech startups. Founded in 2016 by Zuo-Fei Yuan, the product competed against established LIMS providers like LabArchives and Benchling. Labii failed to differentiate sufficiently, losing enterprise deals to Benchling's well-funded sales team. By 2022, the company ceased active development and support, with the website going dark and customer data at risk.
Lesson
“Lab informatics is a relationship-sales market; undercapitalized entrants cannot compete without deep enterprise sales investment.”