Customer data ingestion
Pulls in documents, databases, and systems from sources like SharePoint, Jira/Confluence, Git, email, and files.
Two ways this gets used
Unstructured data intelligence
Turn PDFs, audio transcripts, filings, chats, and imagery metadata into queryable ontology members. Not a siloed RAG corpus, disconnected from transactional truth.
Enter1Nine ingestion turns documents into structured, queryable entities — not just searchable text. An analyst moves from a transactional anomaly straight to the evidence that explains it, without switching between systems.
- OCR plus layout-aware parsers feed structured classes automatically
- Versioned artefacts track superseded filings
- Graph queries unite structured KPIs with supporting source excerpts
Entity resolution at scale
Deterministic merges miss nuance. Semantic reasoning links records using institutional context, not just token similarity.
MDM spreadsheets can't capture beneficial ownership across shell hierarchies or transliterated identities. Knowledge graphs with adaptive schemas ingest full counterparty dossiers, then reconcile them against probabilistic certainty bands you control.
- Graph-native identity survivorship rules
- Regulatory lineage for why two records merged or split
- Downstream AML / fraud models ingest resolved entities — not guesswork snapshots
Scenarios in practice
Written for these sectors
Public sector
Legislation and case consistency, transparency workflows, and explainable retrieval for accountable institutions.
Police, defence & intelligence
Police, defence and intelligence work runs on scattered records, partner formats and classification rules. KnowledgeHub joins them in one governed layer, on your own infrastructure, so analysts spend their time on judgement rather than reconciliation.
Financial institutions
Financial institutions don't fail compliance because employees stop caring. They fail because the evidence that matters lives in seven systems that were never designed to talk to each other.
Pharma & life sciences
Submission hubs, pharmacovigilance signals, GMP document control, and Part 11 / Annex 11 trails.
Energy & utilities
Asset-linked documents, regulatory evidence packages, and operational knowledge that outlasts shift changes.
Industrial enterprise
Industrial companies run on specifications, work instructions, maintenance history and supplier contracts spread across ERP, PLM, file shares and inboxes. KnowledgeHub makes that knowledge searchable and citable, without moving it out of the systems you trust.
Deployed together or one at a time
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