“Can an Excel-native document-verification tool evolve into the AI agent platform that runs the audit?”
Founded 2017 as a lightweight Excel add-in that let auditors 'snip' evidence from PDFs into workpapers. Grew rapidly across Big-4 and Top-100 accounting firms as a productivity tool for tests-of-detail and reconciliation. In 2024 raised at $1B and repositioned from productivity add-in to full 'Agentic Platform for Audit and Finance' — moving up-stack via LLM agents (DocuMine, Excel Agents) and acquisitions (UpLink) to compete with vertical AI audit players. The company is SaaS-native and does not offer any embedded finance products.