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Found·AI·tion / Platform capability ↗

Found·AI·tion Knowledge

Document knowledge, RAG retrieval and governed access.

Your sources. Your workflows. Your business rules.

This capability integrates with Found·AI·tion and PartnAir modules. Together with your teams, we define useful sources, digital worker tasks and required approvals.

What you can put in place

A concrete workflow, from inputs to deliverables.

Documents & matching

Extract useful information and match the documents in a case.

01 / Sources and data

Accessible delivery notes, invoices and orders.

02 / Processing and skills
  • Extract references, amounts and quantities
  • Match orders, deliveries and invoices
  • Flag discrepancies and missing evidence
03 / Usable deliverables

Suggested matches and discrepancies to review.

Documents & matching ↗

Returns & disputes

Prepare a return or warranty case and gather supporting evidence.

01 / Sources and data

Reference, order, reason and available evidence.

02 / Processing and skills
  • Qualify return or warranty reasons
  • Collect orders, photographs and supporting documents
  • Prepare a case for a human decision
03 / Usable deliverables

A structured case and missing items, without an automated warranty decision.

Returns & disputes ↗

Business assistant

Query authorised documentation and find an answer with its sources.

01 / Sources and data

Accessible manuals, procedures and internal documents.

02 / Processing and skills
  • Search the authorised corpus
  • Cite passages supporting the answer
  • Identify missing or ambiguous information
03 / Usable deliverables

A contextual answer with supporting passages.

Business assistant ↗

Understand the architecture

  1. 01

    Prepare sources

    Documents converted and indexed to retrieve useful passages.

    Docling · embeddings · Qdrant
  2. 02

    Retrieve and substantiate

    Corpus-tuned RAG with filters, retrieved passages and citations.

    Found·AI·tion · RAG
  3. 03

    Connect context

    The Knowledge Graph links documents and citations; PartnAir adds business meaning for vehicles, parts, offers and orders.

    Found·AI·tion Graph + PartnAir ontology
  4. 04

    Use models

    Found·AI·tion Gateway centralises model calls with caching and monitoring.

    Found·AI·tion Gateway
  5. 05

    Orchestrate missions

    PartnAir organises steps, authorised tools and handovers between workers and people.

    PartnAir orchestration · API / MCP
  6. 06

    Evaluate and improve

    Tests, result analysis and proposed settings approved before application.

    Found·AI·tion · Test RAG

Modules using this capability

Each module retains its business rules; shared capabilities avoid rebuilding the same tools for every team.

External incubation. Your business keeps running.

A non-intrusive way to start without changing your ERP or working habits. You provide an initial corpus; our engineers prepare and refine digital workers outside your production systems. Integration follows business validation.

01Scope the corpus02Incubate outside production03Learn with your experts04Connect progressively05Build and extend
External incubation. Your business keeps running. ↗

From the initial corpus to rollout

Your teams decide on sources, access and actions. Deployment starts with an agreed scope and expands after approval.

Discuss your use case ↗

Explore other capabilities