HERRONDEV
AI Integration

Project Gamma

Enterprise tooling powered by a fine-tuned LLM, reducing analyst workload by 60%.

CategoryAI Integration
Year2023
RoleAI architecture, RAG pipeline, backend engineering
Abstract macro photograph of electronic circuit board with light refracting on components

Overview

An internal enterprise tool that automated a high-volume document analysis workflow. We used a RAG pipeline on top of Claude to enable accurate, citation-backed answers over a large proprietary document corpus — replacing a manual process that consumed 30+ analyst hours per week.

Outcomes

  • 60% reduction in analyst workload
  • 30+ hours per week reclaimed
  • Citation-backed responses with source traceability
  • Integrated into existing enterprise SSO and audit trail
Technologies
  • Anthropic
  • RAG
  • Python
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