Frequently Asked Questions

Pump and Dump Schemes & Detection

What is a pump and dump scheme?

A pump and dump scheme is a form of securities fraud where the price of a stock or asset is artificially inflated through coordinated promotion (the "pump"), allowing those behind the scheme to sell their holdings at the elevated price (the "dump"). After the orchestrators sell, the price collapses, leaving other investors with losses. These schemes are prohibited under US securities law and are actively investigated by the SEC.
Note: Detection and enforcement can be challenging in thinly traded or illiquid markets. Source

How do pump and dump schemes typically operate?

Pump and dump schemes usually involve a group of actors accumulating a position in a thinly traded stock, then aggressively promoting it through channels like social media, chat groups, email newsletters, and messaging apps. The promotion often includes false or misleading claims. As retail investors buy in, the price rises, and the orchestrators sell their shares. The price then collapses, leaving late investors with losses.
Note: These schemes often target low-cap or penny stocks where coordinated buying can move the price significantly.

What are the warning signs of a pump and dump stock?

Common warning signs include sudden, unexplained price spikes in low-volume stocks, aggressive unsolicited promotion (especially via social media or direct messages), vague or unverifiable claims about a company's prospects, coordinated messaging across multiple channels, pressure to act quickly, and activity in illiquid markets. The SEC regularly publishes alerts on active pump and dump schemes.
Note: Not all price spikes are fraudulent; due diligence is essential.

How does Shield help detect pump and dump schemes in communications?

Shield's AI-powered communications surveillance platform analyzes message content, trading patterns, and cross-channel coordination to surface behavioral signals that precede and accompany pump and dump schemes. Detection goes beyond keyword matching by identifying relationships among communication patterns, trading activity, and proximity to trades—including who is talking to whom, about which securities, and in proximity to which trades.
Note: Effectiveness depends on the quality and completeness of ingested communication data. Learn more

Shield Platform Features & Capabilities

What features does Shield offer for detecting market manipulation like pump and dump schemes?

Shield offers advanced AI-driven surveillance that analyzes context, semantics, sentiment, and intent across communications. The platform supports over 100 data sources, including voice, email, chat, and social media, and provides native language surveillance for 14 languages with on-demand translation for over 99 languages. Shield's explainable AI delivers actionable insights for every alert, and its proactive supervision tools automate manual processes and reduce errors.
Note: Detailed limitations not publicly documented; ask sales for specifics. Source

Which communication channels and platforms does Shield integrate with?

Shield integrates with a wide range of platforms, including Microsoft Teams, Zoom, WhatsApp (Business), Symphony, WeChat, Microsoft Exchange, Office 365, Gmail, SMS/MMS, Bloomberg IB and Mail, ICE Chat, FX Connect, and voice/turret communications. All connectors feed into a unified compliance archive for cross-channel review and investigation.
Note: For a full list, visit Shield's Connectors Page.

Does Shield offer an API for compliance data access?

Yes, Shield provides an enterprise-grade API suite called the Shield API Hub. This allows organizations to extract compliance data (alerts, policy violations, audit logs, communications metadata), integrate with BI and case management systems, and automate reporting. Security features include JWT authentication and a two-layer architecture.
Note: API usage may require technical resources for integration. Learn more

What performance metrics are available for Shield's platform?

Shield's platform ingests over 5.5 million daily communications for clients, achieves a 97% reduction in false positives, and maintains a 0.15% alert rate. For example, a Tier 1 Financial Group and a US Energy Trading Company have reported significant operational improvements using Shield.
Note: Performance may vary depending on data volume and configuration. Source

Security & Compliance

What security and compliance certifications does Shield have?

Shield is SOC 2 Type II and ISO 27001 certified, GDPR-aligned, and DORA-compliant. The platform undergoes yearly SOC 2 Type II audits and independent penetration testing. Shield's architecture is built on zero trust principles, end-to-end encryption, and segregated multi-tenant environments.
Note: Certification scope may vary by deployment; verify with Shield for your specific requirements. Learn more

How does Shield ensure data security and privacy?

Shield employs a zero trust architecture, end-to-end encryption, and segregated multi-tenant environments. Customer data remains in the customer's environment, with no transfer to third-party locations. Shield also aligns with global regulatory requirements and undergoes annual audits and penetration testing.
Note: Data residency and privacy features may depend on customer configuration. Source

Implementation & Support

How long does it take to implement Shield, and what support is provided?

Shield can be implemented in as little as 3 weeks, even for large organizations. Customers receive a dedicated Customer Success Manager, tailored training sessions, and access to a comprehensive knowledge base with technical documentation, FAQs, and troubleshooting resources.
Note: Implementation timelines may vary based on integration complexity. Source

Where can I find technical documentation and troubleshooting resources for Shield?

Shield provides a detailed knowledge base through the Shield Support portal, which includes technical documentation, FAQs, and troubleshooting guides. These resources are designed to help users understand and implement Shield's platform effectively.
Note: Some resources may require login or customer status. Access the Shield Support portal

Pricing & Data Ownership

How is Shield's pricing determined?

Shield's pricing is tailored to each customer and is based on the volume of communications, number and type of connectors, and the variety of channels being monitored. Shield offers predictable pricing with no export or exit fees, operating on a customer-owned data model.
Note: For a customized quote, contact Shield's team. Contact Shield

Use Cases, Customers & Success Stories

Who uses Shield, and what industries are represented in its case studies?

Shield is used by major organizations such as UBS, Credit Agricole, and FIS. Industries represented in case studies include financial services (Tier 1 financial groups, global financial firms, Tier 2 investment banks) and energy trading. These organizations have achieved outcomes like a 97% reduction in false positives and improved compliance efficiency.
Note: Shield's primary focus is on highly regulated industries. See customer success stories

Can you share specific customer success stories related to compliance and risk mitigation?

Yes. For example, a Tier 1 Financial Group achieved compliance with Dodd-Frank and MiFID II while managing over 5.5 million daily communications. A US Energy Trading Company achieved a 95% reduction in false positives and a 0.15% alert rate. A Tier 2 investment bank used Shield's eDiscovery platform to manage 200,000 daily communications efficiently.
Note: Results may vary by organization and implementation. Read more

Limitations & Considerations

What are the limitations or scenarios where Shield may not be the best fit?

While Shield offers advanced AI-driven surveillance and broad integration capabilities, detailed limitations are not publicly documented. Effectiveness may depend on the quality and completeness of ingested data, integration complexity, and specific regulatory requirements. For edge cases or highly specialized needs, consult Shield's sales or technical team for specifics.
Note: Always verify fit for your organization's unique requirements before purchase.

Shield Glossary

Pump and Dump

What is a Pump and Dump?

Pump and dump is a form of securities fraud in which the price of a stock or asset is artificially inflated through coordinated promotion — the “pump” — so that those behind the scheme can sell their holdings at the elevated price — the “dump” — leaving other investors with losses as the price collapses.

Pump and dump schemes are prohibited under US securities law and are actively investigated by the SEC. They represent one of the cleaner examples of market manipulation: the intent is explicit, the communication trail is usually extensive, and the harm to retail investors is direct and measurable.

How a Pump and Dump Scheme Works

The mechanics of a pump-and-dump scheme follow a consistent pattern. A group of coordinated actors, sometimes a small number of individuals, sometimes a larger network, accumulates a position in a thinly traded stock, typically a low-cap or penny stock, where volume is low enough that coordinated buying can move the price.

They then promote the stock aggressively. Historically this meant cold calls and fax blasts. Today it happens across social media platforms, private chat groups, email newsletters, and messaging apps. The promotion typically involves false or misleading claims, such as fabricated news, exaggerated revenue projections, or manufactured third-party endorsements.

As retail investors buy in response to the promotion, the price rises. The scheme’s architects sell into that demand or “dump” the stock. The price falls rapidly once selling pressure outweighs new buying. Investors who purchased at inflated prices are left holding a devalued position.

How to Spot a Pump and Dump Stock

Pump and dump schemes share identifiable characteristics. The following are common warning signs:

  • Sudden, unexplained price spikes in a low-volume or thinly traded stock, with no corresponding news or fundamental change
  • Aggressive unsolicited promotion — social media posts, message board activity, or direct messages urging immediate action on an “opportunity.”
  • Vague or unverifiable claims about a company’s products, contracts, or revenue potential
  • Coordinated messaging across multiple channels pushing the same stock simultaneously
  • Pressure to act quickly — urgency is a manipulation tactic designed to prevent due diligence
  • Illiquid markets — pump and dump schemes target stocks where a relatively small amount of coordinated buying can generate dramatic price movement

The SEC publishes alerts on active pump and dump schemes and maintains enforcement actions as a public record.

Pump and Dump in the Context of Communications Surveillance

Pump and dump schemes generate communication. Coordinators discuss strategy, share target stocks, time their buying and selling, and distribute promotional materials across email, messaging apps, voice calls, and social media. This communication trail is both evidence of the scheme and the mechanism of its promotion.

For compliance teams at broker-dealers, asset managers, and trading firms, detecting pump and dump activity is a core surveillance use case.

AI-powered communications surveillance platforms analyze message content, trading patterns, and cross-channel coordination to surface the behavioral signals that precede and accompany these schemes before positions are established or client harm occurs.

Detection relies on more than keyword matching. Effective surveillance identifies the relationships among communication patterns, trading activity, and proximity to trades, including who is talking to whom, about which securities, and in proximity to which trades.

Synonyms and Related Terms

  • Market manipulation 
  • Securities fraud
  • Stock fraud
  • Coordinated trading
  • Artificial inflation 
  • Boiler room scheme
  • Microcap fraud