On-premises and regulatory alignment
Supports on-premises deployment with GDPR-aligned data sovereignty and EU AI Act compliance alignment, suited to regulated sectors such as finance, insurance, pensions and the public sector.
Two ways this gets used
Compliance & regulatory monitoring
You own the AML and conduct rules; the platform supplies the behavioural graph tying clients, exposures, counterparties, and communications together.
Regulators penalise the models themselves.
As rules evolve, adjust ontology deltas with audit trails proving who approved semantic shifts.
- KYC refresh automation with attributable evidence bundles
- DORA-aligned operational resilience artefacts
- AI Act documentation supported by derivation logs
Risk & anomaly detection
Define risk the way your institution intends — middleware ensures detectors see the full behavioural and counterparty panorama.
When risk engines only see flattened tables, investigators lose hours reconstructing the bigger picture. Connecting accounts, exposures, chatter, filings, calendar events, and shipping manifests, plus graph-native features, produces models that supervisory bodies can approve.
- Real-time augmentation of existing AML stacks
- Graph feature stores with governance metadata
- Edge deployment for real-time transaction streams
Scenarios in practice
Written for these sectors
Public sector
Legislation and case consistency, transparency workflows, and explainable retrieval for accountable institutions.
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
We've been up all night. To give you a good night's sleep.
Bring us one workflow you cannot afford to get wrong. We'll tell you honestly whether AI belongs in it.