The Sapien blog
Why CFOs Don't Trust AI (And Why They Should): Verifiability
Finance teams stake their credibility on numbers they defend to boards and investors. The question isn't whether AI is perfectly accurate — it's whether AI can show its work. Here's why verifiability matters more than determinism.
Why CFOs Don't Trust AI (And Why They Should): Communication
When finance teams don't understand how to communicate with AI or how it processes their queries, oversight can feel impossible. Here's how Sapien addresses the language gap between humans and AI systems.
Why CFOs Don't Trust AI (And Why They Should): Expectations
After nearly two years deploying AI for financial operations, we've identified three barriers to adoption. The first, and most fundamental, is expectations — and it's the easiest to fix once you understand why it exists.
How Sapien Learns Company Representations
A technical dive into how Sapien understands companies from the inside — building intuitions across massive data silos to answer the question every CFO really wants answered: 'What were our profit drivers?'
Sapien Raises $8.7M Seed Led by General Catalyst
We're building autonomous coworkers for financial analysis at enterprises — turning error-prone, days-long processes into precise, insight-rich analysis in minutes. Today we're announcing our $8.7M seed fundraise led by General Catalyst.
How We Build Trustworthy AI for CFOs
CFOs and finance teams need complete confidence in AI outputs without digging into technical machinery. Here's the engineering approach behind Sapien's reliability — from verifiable tools and reasoning trees to human-in-the-loop feedback.