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AI / ML

AI Knowledge Assistant

A private AI assistant for searching internal documents, answering team questions, and reducing repeated support requests.

Professional Services Firm March 2026
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Project Overview

We built a secure AI knowledge assistant that helps teams find accurate internal answers faster while preserving source traceability.

The Challenge

Important information was spread across documents, chat history, and internal notes. Team members spent too much time searching for answers.

Our Solution

We implemented document ingestion, semantic search, retrieval-augmented generation, and a review workflow for improving answer quality over time.

The Results

The assistant reduced repeated internal questions and helped new team members become productive faster.