Managing Trade Surveillance

Managing Trade Surveillance

When To Use

• Conducting periodic or ad-hoc surveillance of trading activity across desks, strategies, or asset classes
• Investigating alerts generated by automated surveillance systems (e.g., spoofing, layering, wash trading, marking the close)
• Reviewing potential insider trading indicators tied to MNPI exposure windows
• Assessing best execution compliance against firm obligations under MiFID II, Reg NMS, or equivalent frameworks [VERIFY]
• Preparing surveillance summary reports for compliance committees, regulators, or internal audit
• Coordinating escalation of suspicious activity for SAR/STR filing decisions

Inputs To Gather

• Trade data: Order/execution records with timestamps, venue, counterparty, fill rates, and modification/cancellation history
• Alert feed: Surveillance system output including alert type, severity score, triggering parameters, and disposition status
• MNPI logs: Restricted list entries, information barrier crossings, wall-cross approvals, and access logs for the relevant period
• Market data: Reference prices (VWAP, arrival, close), order book snapshots, and consolidated tape data for benchmarking
• Personnel records: Trader identity, desk assignment, personal account dealing disclosures, and prior disciplinary history
• Regulatory thresholds: Applicable position limits, large trader reporting thresholds, and short-selling restrictions [VERIFY]
• Prior dispositions: Historical alert outcomes for the same trader, instrument, or pattern to identify recurrence

Workflow

1. Scope the review period and universe

   • Define date range, instrument set, desks/traders in scope, and the surveillance scenarios to cover (manipulation, insider trading, best execution, or all)
   • Confirm data completeness — verify trade blotter reconciles to exchange confirmations and that no order modifications or cancellations are missing

2. Triage alerts and anomalies

   • Pull open alerts from the surveillance platform grouped by scenario type
   • Rank by severity score, notional value, and regulatory sensitivity
   • Cross-reference against MNPI exposure windows — flag any trader with wall-cross access who traded in the restricted instrument within the blackout window
   • Identify repeat patterns: same trader triggering the same alert type across multiple periods

3. Investigate flagged activity

   • For manipulation alerts (spoofing, layering, wash trades, marking the close): reconstruct the order book sequence, calculate order-to-trade ratios, measure price impact of the suspect orders, and determine whether cancellation patterns are consistent with manipulative intent
   • For insider trading indicators: map the timeline of MNPI receipt against trade execution, review electronic communications for tipping, and check personal account dealing records
   • For best execution: compare actual fill prices against arrival price, VWAP, and consolidated best bid/offer at time of order receipt; assess venue selection rationale and any systematic routing deficiencies

4. Document findings and dispositions

   • For each alert, record: factual summary, data reviewed, analysis performed, conclusion (substantiated / unsubstantiated / inconclusive), and rationale
   • Attach supporting evidence — order audit trails, communication excerpts, market data screenshots
   • If substantiated or inconclusive with high risk, draft an escalation memo for the compliance officer or surveillance committee

5. Escalate and report

   • Present substantiated findings to the designated decision-maker for SAR/STR filing determination [VERIFY]
   • Compile a surveillance dashboard summarizing: total alerts generated, disposition breakdown, open items, escalation count, and trend comparison to prior period
   • Flag any systemic issues (e.g., surveillance system calibration gaps, data feed latency, missing asset class coverage) for remediation tracking

Output

• Surveillance summary report covering the review period with alert volume, disposition statistics, and key findings
• Investigation memos for each substantiated or escalated alert, with factual narrative, evidence references, and recommended next steps
• Escalation log documenting items referred for SAR/STR filing, disciplinary review, or regulatory notification
• Best execution scorecard comparing execution quality metrics against benchmarks by desk, strategy, or venue
• Remediation tracker listing surveillance program gaps identified and assigned corrective actions

Quality Checks

• Confirm all trade data reconciles to source systems — no unexplained gaps in timestamps or order IDs
• Verify that MNPI exposure windows align with restricted list effective dates and wall-cross records
• Ensure alert dispositions include documented rationale, not just a status code — regulators expect a narrative audit trail
• Cross-check that best execution benchmarks used are appropriate for the asset class and order type (e.g., VWAP is unsuitable for illiquid instruments)
• Validate that escalation timelines comply with firm policy and regulatory filing deadlines [VERIFY]
• Confirm no conflicts of interest — the reviewer should not be surveilling their own desk or direct reports
• Mark any data points sourced from estimates or incomplete feeds with [VERIFY]