A two-year-old AI startup just convinced investors it’s worth $180 million, and it did it by telling a car parts supplier that $12 million of their analysis was simply wrong.
Sapien, a San Francisco-based company founded in October 2024, has closed a new funding round led by Ali Partovi of Neo at a $180 million valuation. The raise comes less than two years after the company’s $8.7 million seed round, led by General Catalyst in late 2024, putting Sapien’s valuation growth on a trajectory that most enterprise software companies take a decade to achieve.
From spreadsheets to AI agents
The core pitch is straightforward: enterprise finance and operations teams spend days, sometimes weeks, building analyses that are often wrong before anyone reads them. Sapien replaces that process with AI agents that connect directly to a company’s existing infrastructure, including ERPs, data warehouses, and CRM systems, and compress multi-day analyses into minutes.
That’s not just a speed story. The Carlex case study illustrates the actual risk of the old approach. Sapien rebuilt an existing profitability analysis for the automotive supplier and discovered that factors Carlex had attributed to $10 million in positive EBITDA were actually generating a $2 million drag. The research puts the total misattribution error at $12 million, a figure that, if left uncorrected, would have shaped capital allocation decisions built on a fundamentally flawed foundation.
