A hands-on options curriculum covering real trading concepts. Read the lessons, work through examples, and test your knowledge.
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Lesson 8: 18.8: Regulatory Technology (RegTech) & Automated Surveillance Pipelines
Deploy RegTech solutions, automated trade surveillance pipelines, NLP compliance monitoring, and real-time alert triage.
1. The Rise of RegTech in Institutional Compliance
RegTech leverages machine learning, cloud architecture, and big data telemetry to automate compliance workflows, reduce manual oversight errors, and process massive transaction volumes.
Surveillance pipelines analyze trade events in real time against behavioral baseline models to detect insider trading, wash trading, and layering.
★ NLP Communications Surveillance: Natural Language Processing engines scan emails, Bloomberg chat logs, and voice recordings for illicit collusion keywords.
2. Automated Alert Triage & Regulatory Reporting
RegTech systems automatically score and triage surveillance alerts, auto-generating compliance audit trails and streamlining mandatory regulatory filings.
Click to enlargeIV Crush Scenario Visualizer
Implied Volatility (IV) Crush is the primary account-killer for option buyers after earnings announcements. Play with the controls below to see how option premium collapses depending on Vega.
Scenario Modeling
KNOWLEDGE RECONNAISSANCE
How does RegTech utilize Natural Language Processing (NLP) in compliance surveillance?
More lessons in this module
- 18.0: Global Market Regulatory Frameworks (SEC, CFTC, FINRA, ESMA, FCA)
- 18.1: Market Abuse, Insider Trading, & Front-Running Enforcement
- 18.2: Anti-Money Laundering (AML) & Know Your Customer (KYC) Protocols
- 18.3: Trade Reporting, Audit Trails, & CAT (Consolidated Audit Trail)
- 18.4: Capital Adequacy Rules, Basel III/IV, & Risk-Weighted Assets
- 18.5: Best Execution Compliance & MIFID II Unbundling Requirements
- 18.6: Cross-Border Regulatory Jurisdictions & Offshore Tax Frameworks
- 18.7: Algorithmic & HFT Compliance Governance (SEC Rule 15c3-5, MAR)
Signal Desk is where you practice this on real stocks: real option chains (about 15 minutes delayed), the Trade Check and a paper-trading account that risks no real money. Join to add it, your progress tracking and PDF downloads.