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DELIVERED PROJECT · ANONYMISED CLIENT

RAG, ERP & chatbot · Accounting training

Accounting training — RAG assistant

Make accounting knowledge accessible from the tools people already use.

RAGEmbeddingsERPChatbotCitationsLLM
Role and scope

AI scoping, document pipeline, retrieval, interfaces and ERP integration

Accountability

Solo engagement, from corpus preparation to integrating the chatbot into the business environment.

01 / The need

The need

Knowledge was spread across many resources. The objective was to retrieve a useful answer within the working context while retaining links to source documents.

A RAG system providing access to training content through a dedicated interface, the company ERP and a chatbot.

02 / What was delivered

What was delivered

  1. 01Content preparation and indexing
  2. 02Semantic search and contextual answers
  3. 03User interface and chatbot
  4. 04Service integration within the ERP

03 / Functional architecture

Functional architecture

A chain designed around usage, data and operating constraints.

  1. 01

    Corpus collection, cleaning and chunking

  2. 02

    Semantic or hybrid indexing and retrieval

  3. 03

    Answer generation with source citations

  4. 04

    Shared service for the interface, chatbot and ERP

04 / Expertise applied

Expertise applied

  • Document corpus preparation
  • RAG architecture and hybrid retrieval
  • Sourced and auditable answers
  • Integration into an existing ERP

05 / Operational outcome

One knowledge base available through several interfaces, close to the actual training workflow.

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