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Professional Services

Verity Assist

An internal AI assistant that answers policy questions from 12 years of company documentation.

Client: Verity (placeholder client)Timeline: 6 weeksAIWeb

-71%

Time to find an answer

94%

Answer accuracy in evaluation

12 yrs

Documentation indexed

6 wks

Pilot to production

The challenge

Consultants spent hours searching scattered documentation, and answers varied by who you asked.

What we did

A retrieval-based assistant over their document corpus with source citations, permission-aware access, evaluation harness and cost monitoring.

Technology

  • Python
  • TypeScript
  • React
  • PostgreSQL
  • Vector search
  • LLM APIs

Inside the product

Key screens and capabilities

Assistant interface

Answers with inline citations to the source document and section.

Evaluation dashboard

Accuracy tracking against a curated question set.

Cost monitoring

Per-team usage and spend controls.

Citations were the difference between a demo and something our people actually trust.

Placeholder NameKnowledge Lead, Verity

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