RAG 365 Case Study | AI Knowledge System Implementation

Overview

RAG365 was deployed for a large consultancy firm managing thousands of internal documents, contracts and compliance memos. The goal was to replace time-consuming manual document searching with instant AI-powered question-answering-grounded exclusively in internal sources.

Objectives

Eliminate manual document searching-replace time-consuming retrieval with instant AI-powered question-answering from internal sources.
Ensure answer reliability-provide only document-grounded responses with explicit source citations, preventing hallucination from external sources.
Enable real-time knowledge access-surface relevant intelligence instantly during live client meetings, shifting the firm from reactive to proactive.

Challenges

Thousands of scattered PDFs and contracts across multiple systems-no unified retrieval layer, no structure and no searchability.
Significant daily time loss-consultants spent hours per day manually searching documents before client calls, pitches and proposals.
Inconsistent information-different team members surfacing different or outdated answers, creating compliance and credibility risk.
Zero on-demand access-no way to query institutional knowledge during live client engagements without manual interruption.

Solutions

RAG365 deployed a private Generative AI knowledge bot, purpose-built around the firm's internal document library:

Private Knowledge Index

All internal PDFs, contracts and memos ingested into a secure, encrypted retrieval index-no public web access at any stage.

Natural Language Querying

Staff ask plain-language questions and receive precise, synthesised answers instantly.

Source-Cited Responses

Every answer references its source by name and Doc ID, enabling instant verification.

Context-Aware Processing

Tailored to the firm's industry vocabulary, contract formats and internal naming conventions-not a generic AI model.

Zero-Disruption Deployment

Integrated without changing how documents are stored or how staff work-platform-agnostic by design.

Impact

75%

Faster Retrieval-reduction in daily document search time per consultant

0

Hallucinations-all answers grounded exclusively in internal documents

24/7

Availability-real-time knowledge access during live client meetings

Productivity Impact: The 75% reduction in search time represents a transformative reclaim of consultant-hours. Staff who previously spent 45–60 minutes per day hunting documents now access verified answers in seconds. At scale, this translates to hundreds of recovered working hours per week-reinvested directly into billable client work.

Strategic Impact: Real-time intelligence surfaced during live client meetings gave consultants an immediate competitive edge. Source-cited responses eliminated inconsistency risk, building internal trust in the system and confidence in all client-facing outputs.

RAG365: Powered Knowledge Retrieval