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Ashutosh Singh

Case studies · 2 production systems

Case studies

The longer story behind the systems on my portfolio: what the problem was, how the system works, the decisions and their tradeoffs, and what broke along the way.

  1. 01Crystal: an enterprise RAG and copilot platformGrounded, permission-aware answers inside Teams, CRM and Office for 2K+ active users.2024 to present
  2. 02Agent Assist: a multi-agent document intelligence pipelineOCR, classification, translation, extraction and validation for 70K+ documents a month, with people reviewing only what needs them.2025 to present