JACOBZDIGITAL

Professional services / AI knowledge assistant

Clarity AI

A secure knowledge assistant that helps teams find grounded answers across internal information.

Conversational knowledge interface for the Clarity AI assistant

The challenge

The problem to solve.

Useful knowledge was spread across documents and systems, forcing specialists to repeat searches and answer the same internal questions.

The solution

What we built.

We built a retrieval-based assistant that respects source access, cites supporting information and keeps a person in control of important actions.

  • Source-grounded answers
  • Document ingestion
  • Permission-aware retrieval
  • Human review workflow

Engineering

Behind the product.

Next.jsOpenAIVector searchDocument processing

Evaluation examples were defined alongside the interface. Retrieval quality, citation clarity and fallback behavior were treated as product features rather than afterthoughts.

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