Our Data Infrastructure

Every risk decision you makeis only as good as the data behind it.

Thousands of sources. Dozens of formats. Different languages, schemas, and update schedules. The world's risk data was never built to work together — until now.

The data problem is not one you solve once. It is one you solve every single day.

That's what we do.

The Problem

A world of disconnected data

Risk intelligence doesn't fail because it's hard to read. It fails because the data underneath it was never built to connect. Sources that don't know about each other. Formats that can't speak to each other. Updates on different cycles. Governed by different standards. In different languages.

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Siloed by design

Watchlist data. Adverse media. Corporate registries. Court records. Each built independently, with no intention of ever connecting to the others.

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Different languages

Structured SQL. Unstructured web text. Government XML. PDFs. Each source speaks a different data language — with no shared schema, identifier, or format.

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Out of sync

Each source updates on its own schedule. A risk surfacing today may not appear in your tools until tomorrow — or next week. Regulators don't wait.

The In-House Trap

Companies try to solve this themselves.
Most are still trying.

Building a proprietary data intelligence layer sounds logical — until you encounter the true scale of what it requires. The organisations that have tried know: this is not a data pipeline problem. It is a decade-long infrastructure challenge.

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Time

Years, not months.

In-house data projects rarely finish. Regulatory requirements shift. Sources go dark. Maintenance never ends.

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Cost

Far more than it looks.

Data licensing. AI engineers. Legal review. Infrastructure. The hidden costs dwarf the build — and most discover this too late.

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Coverage

Permanent blind spots.

No team covers 15,000+ sources across 200 jurisdictions. In compliance, the source you're missing is the one that matters.

Our Answer

From raw data to actionable intelligence

We don't just aggregate data. We ingest it, normalise it, resolve identities across sources, enrich it with context, and synthesise it into intelligence your compliance team can act on — and your auditors can defend.

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Raw Data Ingestion

15,000+ sources

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Normalisation

One unified language

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Entity Resolution

AI cross-matching

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Enrichment

Context layered

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AI Synthesis

Risk signals surfaced

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Intelligence

Audit-ready output

AI-Powered Intelligence

Connecting what can't be connected

Aggregation is easy. Anyone can pull a list. The hard problem — the one that actually protects your organisation — is determining that “J. Smith, Board Member, ABC (Pty) Ltd” and “John Andrew Smith, Director, ABC Holdings International” are the same person. Our AI resolves this at scale, across thousands of sources, in milliseconds.

PEP Register · Source A
NameJ. Smith
RoleBoard Member
EntityABC (Pty) Ltd
JurisdictionU.K.
PEP StatusLevel 2
94%
Match
Corporate Registry · Source B
NameJohn Andrew Smith
RoleDirector
EntityABC Holdings International
JurisdictionUnited Kingdom
Reg. No.08734211
How the match is made
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Cross-Source Deduplication

1 identityacross N sources

Matching across registries with no shared identifiers.

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Transliteration & Alias Resolution

100+ scriptsand alias patterns

Name variants, Cyrillic, aliases — caught every time.

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Quantified Confidence Scoring

94% matchwith full audit trail

Every match scored, not binary — defensible in audit.

The Scale

The infrastructure behind every decision

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Global Intelligence Sources

Across watchlists, registries, unstructured media, courts & ESG data

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Countries & Jurisdictions

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Screening Databases

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Risk Categories Monitored

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Compliance Professionals

What We Monitor

Across every dimension of risk

Eight distinct source categories — each continuously monitored, normalised, and enriched by our intelligence infrastructure.

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Watchlist & Screening Databases

OFAC, UN Security Council, EU, UK HMT/OFSI, FIC, INTERPOL and 44+ more databases — continuously updated across all major jurisdictions.

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PEP Registers & Political Exposure

Global and regional PEP registries covering heads of state, government officials, and their immediate associates.

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Corporate Registries & Ownership

Company registration, beneficial ownership structures, and directorship records from official registries across 200+ jurisdictions.

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Unstructured Media & Adverse Content

Tens of millions of articles, reports, and publications — parsed, deduplicated, and scored for credibility and relevance across languages and regions.

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Court Records & Litigation

Civil and criminal court filings, judgments, and ongoing litigation from global legal databases and official court records.

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ESG & Governance Data

Environmental controversies, social violations, and governance failures from international ESG ratings and investigative reporting.

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Regulatory Enforcement Actions

Fines, debarments, and enforcement filings from regulators across FATF member states and beyond.

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Government & Official Databases

Official blacklists, debarment registers, and enforcement actions from government authorities across 200+ jurisdictions.

Global Reach

200+ countries.
Zero blind spots.

From major financial centres to high-risk corridors — with particular depth across Africa, the FATF grey-list landscape, and emerging market jurisdictions where off-the-shelf solutions consistently fall short.

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North America
Latin America
Western Europe
Central & Eastern Europe
North Africa
Middle East
West & Central Africa
East & Southern Africa
South Asia
Central Asia
East & Southeast Asia
Oceania & Pacific

Always Current

Data that never
stops updating.

A risk that emerged this morning should appear in your next screening — not in next month's batch update. Our infrastructure runs continuous ingestion cycles so your intelligence reflects the current state of the world, not yesterday's snapshot.

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Continuous ingestion

Sources polled on rolling cycles, not scheduled batches

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Near real-time updates

New risk signals surface within hours, not days

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Historical depth

Full record retained for audit trails and trend analysis

Data Ingestion — Live
Never stops
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Updated
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Ingested
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Synced
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Updated
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Synced
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Talk to an Expert

The world's most critical decisions
run on the right data.

Our data infrastructure took years to build and never stops evolving. Speak with one of our experts — no pitch, just clarity on what it means for your compliance programme.