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From Ingestion to Agents: How AI Teams Build on Document Intelligence — Adit Abraham, Reducto

AI Engineer · Sep 23, 2026 · Engineering Insights

Reducto's intelligent document processing lets AI teams turn complex unstructured data into agents that do real work.

“From information synthesis products to real agents that do the work.”

Reducto's CEO explains lessons from processing billions of documents for AI teams like Harvey and Lagor, focusing on why PDFs are hard and when traditional computer vision beats VLMs. The talk frames a shift from information-synthesis apps to agents that perform work, making reliable document ingestion a practical bottleneck for real-world agents.

document-intelligence ai-agents unstructured-data pdf-processing reducto

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