DataFab ·
COREBanking PAYMENTSRails CRMCustomer SCREENINGVendor TRADEFinance DOCSContent ALERT BACKLOG
YOUR ENVIRONMENT · FABRICLOUD BOUNDARY cloud · vpc · on-prem · air-gapped DATAFAB · GOVERNED EXECUTION Agentic Studio compose the agency · set policy + attribution = one agency ship Agencies run · in place compliance agency · running remediation agency · running screening agency · running policy · audit · attribution — on by default CONTROL PLANE — orchestration over metadata ↑ metadata & config only ACTIVE METADATA AND RELATIONSHIPS — NOT A DUPLICATE STORE OF RAW RECORDS resolved entity lens · compliance lens · risk lens · onboarding lens · M&A one graph · many governed, versioned interpretations DATA PLANE — YOUR SYSTEMS · NO RAW DATA LEAVES RAW EGRESS · 0 B warehousesdocumentscore systemslakesstreams
YOUR ENVIRONMENT — NO RAW DATA LEAVES DataFab INTELLIGENCE PLATFORM Agentic studio Wisdom search Agencies FabriCloud SOVEREIGN FOUNDATION Knowledge fabric Govern & audit In-boundary compute sovereign foundation + intelligence platform
SECURITY & PRIVACY — identity · role/attribute access · differential privacy · federated learning Sourcesany type Data Integrationsemantic detection Entity Resolutionattribute · active Knowledge Fabricresolved graph Composite + Gen AIexplainable Outputgrounded
Typologiesknown patterns Scenariosgraph queries Risk scoringweighted, tunable Orchestrationprocesses Caseprioritised every block configurable · versioned · explainable — no black-box scoring
DBsAPIsERP · HRSaaSWarehousesDocs · Streams The Knowledge Fabric unify in place · discover · schema & ontology · entity resolution no raw data leaves ONE RESOLVED KNOWLEDGE GRAPH The Agentic Layer rules & logic · agencies of agents · dialogue · agentic widgets governed · attributable Prioritised alertsInvestigated casesDefensible narratives
Agency mon scr tri inv nar qa coordinated agents · one purpose AUTONOMY L0 · BPML1 · SupervisedL2 · Self-orgL4 · Agentic set per agency, per risk — human-in-the-loop where it matters
CONTROL PLANE — VENDOR-OPERATED (PROFESSIONAL) schedule · configure within pinned policy · observe allow-listed · offer signed updates single-tenant · private link · customer-managed keys EGRESS BOUNDARY — DEFAULT DENY · FAIL-CLOSED control signal ↓ telemetry ↑ (allow-listed) signed updates ↓ ⊘ no customer data crosses CUSTOMER BOUNDARY — DEDICATED / PRIVATE (no customer-data exposure) SYSTEMS OF RECORD Core systems Mainframe / legacy Documents / content Case / records Reference / lists Read-only connectors source-granted · cannot write · no egress DATA PLANE — RUNS ON YOUR COMPUTE ENTITY GRAPHone graph, multiplegoverned lenses Policy engineversioned · signedcustomer-approved Deterministicenginedecides / gates outcome Model runtime in-boundary · assists NO egress route never finalises Resolutionactive metadata · read in place Governance — RBAC · lineage · tamper-evident audit MCP GATEWAY — the single governed route to data datastore accepts the gateway identity only · fail-closed DATAFAB Agencies · Agentic Studio Governed Agentic Utilities (domain packs, reusable) scoped · logged · revocable agencies & console reach data only through the gateway (governed calls) → Console / UI no customer data at rest private in-boundary console BOUNDARY INTEGRATIONS IdPidentity KMS / HSM your keys (KMS) SIEMaudit export C3 C2 C1 C5 C4
GOVERNED AGENTIC UTILITY — REUSABLE DOMAIN PATTERN Rule Studiono-code authoringby domain experts DAG rule enginerules assemble intoa governed graph Agenciesgoverned agent teamsscoped · logged Deterministicvalidationgates every action Governedactions /outputs Knowledge estateresolved graph +data in place Model (assist)extract · summarisenever finalises Audit & lineageevery decision → source + rule versionreproducible · defensible THE PATTERN Domain experts author rules in a no-code Studio → the rules compile into a deterministic DAG → agencies execute the workflow through the governed gateway → a deterministic engine validates every action → outputs and every decision are audited to source and rule version. The model assists; it never decides. The same skeleton is reused per domain — the domain lives in the rules and lenses, not in new code.
PROOF
The Financial Crime Unit
Everything so far, running at once
duplicates → CustomerAccountUBO TxnEntityCounterparty
transaction stream · in context Scenarios + scoringtypologies on the graph + counterparty risk+ ownership+ history Prioritised alertcontext-rich · ranked
GOVERNANCE AT EVERY LAYER access · policy · approval · full audit trail IN-BOUNDARY · NO RAW DATA LEAVES DATA SEGREGATION · TENANT-ISOLATED
wk 010203040+ 0 · Mobilise & POV 1 · Connect & unify 2 · Build the Fabric 3 · Compose logic 4 · Build agencies 5 · Assure & go-live 6 · Run & comply → value proven on 1 utility SERVICES · CONSULTING → DELIVERY → KNOWLEDGE → SUPPORT → COMPLIANCE-AS-A-SERVICE
ONE RESOLVED ESTATE · THE ENTERPRISE COMPOUNDS value only compounds traditional firm — value leaks at every exit INCEPTION incepted on — or adopts SCALE · RESHAPE operating model = reconfigurable agencies FOREVER compounds never forgets more clients · no linear hiring DATAFAB · AGENTIC UTILITY — THE SUBSTRATE EVERY COMPANY IS BUILT & COMPOUNDS ON
MORE TOOLS · A DISCONNECTED ESTATEONE LIVING GRAPH
DataFab
THE AGENTIC ENTERPRISE
ON YOUR OWN DATA
Bring the cloud to your data
DataFab
datafab.ai
An enterprise briefing · DataFab

The Agentic Enterprise.

The governed world-model for your enterprise — an ontology derived, not drawn, on data you never move. One platform, in four parts: FabriCloud, the private-data-cloud foundation that unifies your estate in place; a resolved knowledge graph, one governed picture of the business; an enterprise logic layer your own experts control; and the Agentic Studio, where a governed workforce of agencies reasons and acts. Sovereign, in place, across your whole estate.

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