Arc Comply
Entity Matching & Resolution

Match real-world entities, not just names

Resolve messy, multilingual, incomplete and inconsistent entity data with an API built for compliance-grade matching, with richer context, configurable logic and explainable AI.

Arc Comply entity matching and resolution analytics
What it does

Capabilities

Extensive configurability

  • 120+ parameters tune matching sensitivity across names, identifiers, dates, locations and custom fields.
  • Context filters refine matches by scenario, data source and risk logic.

API-first

  • Core integration: connect directly with internal systems, workflows and data pipelines.
  • Match APIs: push results, match scores and explanations into existing workflows.

Efficient & effective

  • Increased detection: surface hundreds of match variations using AI and contextual signals.
  • Higher accuracy: minimise false positives by suppressing 20+ classes of irrelevant matches.

Low latency, high throughput

  • Process 20,000+ names per second while keeping latency under 5ms.
  • Auto-tuning automatically optimises config and AI around your data.
Why Arc Comply

Built to replace or enhance legacy screening

Dynamic scoring

Multi-dimensional risk scoring that combines machine learning and rules.

vs traditional fuzzy matching that floods you with false positives

Explainable

A detailed, audit-ready rationale on every match, defensible to regulators.

vs black-box scores compliance teams can't justify

Policy tuning

120+ parameters tuned per scenario, market and client type.

vs single-threshold engines blind to context

Multi-lingual

Script-aware translation and NLP analytics, bespoke per language.

vs transliteration rules that miss the latest variations

20,000+

checks per second

<5ms

decision latency

120+

tunable parameters

6m+

risk profiles · 1.1m+ PEPs

Book a demo

See a clearer path to compliance

We'll show you explainable screening tuned to your policies, on your data.

Follow us on LinkedIn
Contact us