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.
01 / Sources and dataAccessible 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 deliverablesSuggested matches and discrepancies to review.
Documents & matching ↗01 / Sources and dataReference, 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 deliverablesA structured case and missing items, without an automated warranty decision.
Returns & disputes ↗01 / Sources and dataAccessible 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 deliverablesA contextual answer with supporting passages.
Business assistant ↗Understand the architecture
- 01
Prepare sources
Documents converted and indexed to retrieve useful passages.
Docling · embeddings · Qdrant
- 02
Retrieve and substantiate
Corpus-tuned RAG with filters, retrieved passages and citations.
Found·AI·tion · RAG
- 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
- 04
Use models
Found·AI·tion Gateway centralises model calls with caching and monitoring.
Found·AI·tion Gateway
- 05
Orchestrate missions
PartnAir organises steps, authorised tools and handovers between workers and people.
PartnAir orchestration · API / MCP
- 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