The Peel with Turner Novak

From Pivot to Fortune 10 Customers, Lessons in Founder-Led Sales | Adit Abraham, Co-founder and CEO of Reducto

Oct 23, 2025
Adit Abraham, Co-founder and CEO of Reducto, leads an AI document ingestion company that has processed over a billion pages. He shares insights on rapidly landing a Fortune 10 customer as a two-person startup and achieving $1 million in ARR in just months. The conversation dives into the challenges of extracting structured data from varied document layouts and the importance of accurate ingestion for AI applications. Adit also discusses their strategic approach to growth, emphasizing depth over breadth in product development.
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INSIGHT

Documents Are Human Messes

  • Documents are a messy, human-first canvas that break simple OCR assumptions.
  • Every ingestion mistake compounds downstream, so you need human-level accuracy up front.
INSIGHT

Templates Break At Scale

  • Legacy templated OCR systems are brittle and don't fit today's need to read any form of unstructured data.
  • Modern applications require accurate, generalizable ingestion to enable reliable LLM workflows.
ANECDOTE

Family Manuscript Finally Read

  • Reducto's Agentic OCR enabled a cofounder's family Bengali manuscript to be digitized when other tools failed.
  • This illustrated how deep document problems go beyond enterprise use cases.
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