Shadow AI Discovery Services

Employees across organizations are using AI-enabled tools that are either unapproved or have not had the associated use cases formally reviewed and approved. According to Cisco research, 60% of IT teams are unsure whether shadow AI is being used in their organizations and cannot track the data fed into AI tools or the decisions made with them. This uncertainty creates significant, unmonitored risk for data and compliance. Instead of implementing ineffective AI bans, visibility is key.

CBIZ Pivot Point Security provides shadow AI consulting services to help organizations identify unauthorized AI tools, assess risk exposure, and implement governance frameworks. Our structured approach transforms undefined AI usage into quantified, manageable risk, delivering the defensible evidence your stakeholders, insurers, and regulators expect.

    The Business Risks of Shadow AI

    Shadow AI poses distinct threats that extend beyond traditional shadow IT concerns:

    Data Security and Compliance

    When employees feed sensitive corporate or client data into public AI tools, they can create irreversible data leakage risks. IBM’s 2024 data breach report found that the average cost of a data breach is $4.88 million, with more than one-third involving shadow data, an adjacent risk category that highlights the danger of unmanaged data outside normal governance. This exposure can create regulatory, contractual, and framework-alignment issues, including GDPR obligations, CMMC requirements (where applicable), and security controls aligned with the National Institute of Standards and Technology (NIST).

    The Hidden Attack Surface

    Every unvetted AI application can expand the organization’s attack surface or data exposure risk outside your security team’s view. The 2025 Verizon Data Breach Investigations Report (DBIR) reveals that data breaches involving third parties, including software vendors, account for 30% of all breaches, a figure that has doubled in one year. Fortune research shows that ChatGPT has become the top unauthorized application used by employees, highlighting the shift of shadow IT toward generative AI.

    AI Scales Both Good & Bad

    The greatest risk AI introduces isn’t the technology itself. It’s that AI scales judgment, good and bad alike. A flawed assumption that once affected a single decision now drives thousands of them, faster than anyone can catch the pattern. Everything moves faster with AI, and that includes the AI-made decisions you regret. The point of AI governance isn’t to slow down the technology. It’s to make sure the judgment behind it is worth scaling.

    Our Comprehensive Shadow AI Discovery Services

    As part of a comprehensive AI governance and advisory offering, our systematic procedures provide a clear path for your business. Our shadow AI audit services and support solutions follow a proven five-step framework:

    1. Discover: We perform a shadow AI detection sweep and create an inventory of AI applications identified across your environment.
    2. Assess: Our cybersecurity experts conduct a shadow AI security assessment to score each tool’s risk and prioritize threats.
    3. Govern: We develop a shadow AI governance implementation plan and clear usage policies that align with your business and compliance needs.
    4. Enable: We help you establish sanctioned, secure AI alternatives and provide user training to foster safe innovation.
    5. Monitor: Our team provides a continuous monitoring strategy to maintain visibility and ensure adherence to your governance framework.
    6. Control: We build an AI Acceptable Use Policy and an AI Intake process to ensure that all AI Use Cases undergo proper vetting.

    Why Trust CBIZ Pivot Point Security?

    CBIZ Pivot Point Security specializes in providing a full range of cybersecurity assessments and consulting. Our shadow AI detection services deliver defensible, objective evidence that your AI risk management approach is sound. Businesses like yours rely on our:

    • Compliance-driven expertise: We provide guidance built on decades of experience with complex regulatory frameworks.
    • Actionable intelligence: Our customers receive a customized, business-focused plan to mitigate their specific risks.
    • Accredited authority: Our company is ISO 27001-certified and CREST-accredited, demonstrating that our assessments carry global weight.
    • Integrated governance: We can help unify your AI governance with the NIST AI RMF, ISO/IEC 42001, and other existing security programs.

    Take Control of Your AI Landscape

    Identify what AI tools are active in your environment with CBIZ Pivot Point Security. Our comprehensive offering provides the data and plan you need to protect your organization. Contact us today to schedule your shadow AI risk assessment.

    Featured Resources

    CBIZ General Light v

    HIPAA Security Rule Update Delayed—What Should Healthcare Orgs Do Now?

    Read More
    CBIZ General Light v

    Trust at the Speed of Business: Why ISO 27001, SOC 2, TISAX, and CMMC are Growth Strategies, Not Compliance Projects

    Read More
    CBIZ General Green v

    Defending against AI-Equipped Attackers: A 3-Layer Approach

    Read More
    CBIZ General Light v ()

    Revision 3 of DARS Class Deviation 2026-O0025: What Defense Contractors Need to Know

    Read More
    CBIZ General Light v

    What is the ISO 27001 Climate Change Amendment and How Could It Impact Your Business?

    Read More
    CBIZ General Green v

    Federated vs. Centralized vs. Hybrid Governance for Citizen Development—Which is Right for My Business?

    Read More
    CBIZ General Light v

    Third-Party Risk and Shadow AI in Citizen Development—What Do CISOs Need to Know?

    Read More
    CBIZ General Light v ()

    Managing AI Risk in Citizen Development: Key Strategies for CISOs

    Read More
    CBIZ General Green v

    CMMC Level 2 Compliance—What Should We Do Now as a DIB Org with CUI?

    Read More
    Virtual CISO Services: What's Included?

    CMMC Phase 2 Suspended: What Defense Contractors Need to Do

    Read More
    How to Choose an AI Governance Framework (ISO 42001 vs. NIST)

    How to Choose an AI Governance Framework (ISO 42001 vs. NIST)

    Read More
    CBIZ General Light v

    Virtual CISO Services: What’s Included?

    Read More
    Episode Graphic

    Episode 161: The Future of Citizen Development: Risks, Rewards, and Best Practices with ChatGPT

    Listen Now
    Untitled design

    Episode 160: Managing Identity in the Age of AI Agents With Geoffrey Mattson

    Listen Now
    Episode Graphic

    Episode 159: The New Security Stack: Doors, Data, and AI With Jeffrey Friedman

    Listen Now
    Episode Graphic ()

    Episode 158: AI Is Increasing Your Cyber Risk – Can It Also Reduce It? With Mike Armistead

    Listen Now
    Untitled design

    Episode 157: AI Security: Testing, Exploits, and Threat Feeds With Marco Figueroa

    Listen Now
    Untitled design T

    Episode 156: AI Security: Threat Modeling & Pipeline Evolution with Jason Rebholz

    Listen Now
    Untitled design T

    Episode 155: Incident Response Testing in Cloud Forward Organizations with Matt Lea

    Listen Now
    Untitled design T

    Episode 154: How DORA Will Impact US Companies with Dejan Kosutic

    Listen Now
    Untitled design T

    Episode 153: Inside ISO 42001: The Future of AI Governance

    Listen Now
    Untitled design T

    Episode 152: Granular, Persistent, Zero Trust: The Case for File-Level Security

    Listen Now
    Trust, But Verify: How HITRUST is Reshaping Assurance

    Episode 151: Trust, But Verify: How HITRUST is Reshaping Assurance

    Listen Now
    Episode Graphic

    Episode 150: Is OSCAL the Future of Security Documentation

    Listen Now
    overcoming ai risk

    Overcoming AI Risk: Essential Strategies for
    Understanding and Managing AI Challenges

    Watch Now
    CD PPS Webinar Updated () ()

    The Evolving Threat Landscape:
    Understanding Modern Cybersecurity Risk

    Watch Now