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Turn enforcement history into forward-looking control intelligence.

Test controls against enforcement-derived cases, identify gaps and evidence control effectiveness.

The Market Integrity Lab (MIL) places real market-manipulation cases in high-fidelity market context - giving surveillance teams practical data and tools to test detection coverage, challenge thresholds and strengthen model governance.

Threat Intelligence Repository

A growing library of regulatory enforcement cases transformed into structured, surveillance-ready intelligence.

  • Case narrative, typology and regulatory source
  • Reconstructed manipulative orders and key event windows
  • Downloadable case data and behavioural metrics
  • Comparable information across cases and jurisdictions

Benchmarking Lab

A controlled workspace to test whether your current surveillance settings would detect real enforcement behaviours.

  • Replay cases against selected thresholds and rules
  • See detected and missed behavioural evidence
  • Compare outcomes across cases and configurations
  • Support calibration, MARA and model validation
From document to data

Reconstructed with traceability.

Each case connects the regulatorʼs findings to available market activity using Features Analyticsʼ reconstructed intelligence.

Source

Public enforcement documents establish actors, instruments, conduct and event windows.

Reconstruct

Manipulative orders and sequences are rebuilt from documented facts and evidence.

Contextualise

Activity is overlaid on granular market-data, with reconstructed events inserted when required.

Benchmark

Case metrics and tools reveal how surveillance controls respond to the actual behaviour.

High-fidelity market context

Built with granular market-data.

Features Analytics MIL combines enforcement-derived intelligence with high-fidelity market-data to enable realistic replay and market-integrity analytics.

Evidence

Regulatory findings

Authoritative source facts anchor the case, conduct narrative and reconstruction scope.

Context

Granular market

Full-depth orders, trades and book dynamics show how the market behaved around each event.

Insight

Annotations & metrics

Reconstructed orders, behavioural labels and surveillance metrics make the case actionable.

Flexible access

Start with a case. Scale to the full lab.

Access is designed for evaluation, targeted investigations and ongoing surveillance assurance.

Evaluate

Proof of concept

Explore a curated set of cases, review the metrics and assess the downloadable data.

Request an evaluation
Target

Pay per case

Select individual typology-grade or replay-ready cases for a specific control, event or review.

Discuss a case
Scale

Annual subscriptions

Subscribe to the complete Repository, the Benchmarking Lab, or both for continuous assurance.

Explore subscriptions
Who MIL is for

One evidence base. Multiple control owners.

MIL supports teams responsible for the design, operation, challenge and oversight of market abuse surveillance.

Banks & broker-dealersCoverage assessment, calibration and event response
Exchanges & venuesMarket-quality analysis and participant oversight
Asset managers & fundsControl assurance across strategies and brokers
Regulators & advisorsTypology research, benchmarking and thematic reviews

Join the Market Integrity Lab community.

Request access