Industry Guides

Shadow AI Detection by Industry

Every industry has unique AI risk patterns. Find the guide that addresses your sector's regulatory requirements, data sensitivity and typical shadow AI usage patterns.

Industry Guides

Deep-dive guides tailored to the compliance, risk and operational context of each sector.

Financial Services

Traders pasting positions into AI chat, analysts uploading models, compliance staff using unvetted summarizers. How a log audit produces the inventory regulators now expect.

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Healthcare

PHI exposure through clinical AI tools, HIPAA gaps from unsanctioned diagnosis assistants, and the audit trail your compliance officer needs.

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Legal

Attorney-client privilege risks, confidential document exposure through AI research tools, and bar association guidance on AI disclosure.

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Education

Student data privacy under FERPA, academic integrity concerns, and how university IT teams audit AI tool usage across campus networks.

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Government

FedRAMP requirements, classified data handling, executive order compliance and the unique challenges of shadow AI in the public sector.

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Insurance

Underwriting model risks, claims-processing AI tools, and how carriers and brokers audit AI usage for regulatory and E&O liability.

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Manufacturing

Trade-secret exposure, ITAR export controls and IP leakage when engineers paste CAD specs and process parameters into AI tools.

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Pharmaceutical & Biotech

Clinical trial data, FDA 21 CFR Part 11 compliance and GxP risks when researchers use unsanctioned AI tools.

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Technology & SaaS

Source code leakage, SOC 2 control gaps and customer data exposure when dev teams paste code into AI assistants.

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Retail & E-Commerce

PCI-DSS scope creep, customer data privacy and competitive pricing intelligence leaking through AI tools.

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Telecommunications

CPNI protection, network configuration exposure and subscriber data risks in carriers and ISPs.

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Energy & Utilities

NERC CIP compliance, SCADA data protection and grid security when control room staff use AI tools.

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Real Estate

Wire fraud risk, client financial exposure and NPI violations when agents share deal data with AI tools.

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Accounting & Professional Services

PCAOB compliance, client confidentiality and CPA ethics risks when audit and tax teams use AI tools.

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Media & Publishing

Source protection, unpublished content leakage and IP risks when newsrooms and publishers use AI tools.

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Defense & Aerospace

ITAR, CUI and CMMC compliance when cleared personnel and defence engineers use unsanctioned AI tools.

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Want the list without running an audit? Our sister site AI Tools Blocklist has every AI tool with a verdict per sector, as a CSV and ready block lists. See the sector lists →

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