Evolvan - Case Study of undefined
Loading
Case Studies

AI Chat for Document Intelligence

FileAI's AI Chat turns document repositories into a conversational knowledge layer. Ask in plain English and get source-cited answers in seconds.

78%

Less Document Search Time

10–12 sec

Average Query Response

12+ hrs

Saved per Consultant / Week

3×

Faster Project Turnaround

AI Chat for Document Intelligence

The Challenge

A mid-sized consulting firm was losing 2–3 hours per project finding information buried across client folders, contracts and financial documents.

Manual Search Overhead

Consultants browsed folders and opened files one by one.

Knowledge Silos

Information stayed buried across client folders.

Delayed Deliverables

Time lost searching pushed back project outputs.

Thousands of Files

Querying a growing document base became harder.

Our Solution

AI Chat turns document repositories into a conversational knowledge layer, giving grounded answers with source references.

Natural Language Queries

Ask questions in plain English instead of navigating folders.

Semantic Search with Cited Sources

Semantic search across documents, with references, links and relevant excerpts.

Multi-Format Support

Query PDFs, Word documents, Excel sheets, presentations and more.

Secure by Design

Multi-tenant isolation and permission-aware document retrieval.

Business Impact

AI Chat changes the role of a DMS from a place where teams store files into a place where teams can actively query and understand their information.

+22 points

Client NPS improvement

+18%

Billable utilisation, more projects without proportional hiring

2x

Document volume scaled without proportional overhead

Data-backed Analysis

Faster access to comprehensive information supports more thorough analysis.

Module Screenshots

A look inside the interfaces.

AI Chat Bot

AI Chatbot on Every Page

AI Chatbot Searches Files & Folders

Direct File & Folder Links in Chat

How It Works

How AI Chat turns a question into a cited answer.

Upload

Documents are added to FileAI.

Ask

The user asks a natural-language question.

Retrieve

Relevant information is retrieved using semantic and full-text search.

Answer + Verify

AI synthesizes the answer and provides source documents for verification.

Continue

Conversation history supports follow-up questions and future reference.

Evolvan's Role

Evolvan designed and engineered FileAI's AI Chat end to end, from semantic retrieval to permission-aware, source-cited answers.

Semantic Retrieval Engine

Vector embeddings (Cohere/OpenAI) stored in pgvector.

Hybrid Search

Semantic and full-text search combined to retrieve relevant context.

Agent Orchestrator

An intelligent agent orchestrator generates grounded, cited responses.

Secure, Permission-Aware Access

Folder permissions and multi-tenant isolation respected on every query.