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Data Lake & Ontology

Layer 06 · Intelligence (Spine) — Net-new this year

Build the semantic spine so a customer’s data becomes connected objects that every product and agent resolves through, instead of scattering into drives, threads, and spreadsheets. Kept in-country and queryable by meaning.

  • Sovereign, in-country multimodal lake: text, PDFs, structured data, and video
  • Automated ingestion from the systems customers already use, no manual upload
  • Chunking, embedding, and semantic search, queryable by meaning
  • An ontology of institutional objects and the actions on them
  • Per-tenant, role-based access so faculties and departments stay isolated
  • Lineage and versioning, so every record is audit-ready
  • A natural-language query interface for non-technical staff