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Challenges · six categories

The challenges legal is now accountable for.

AI moved legal exposure out of the legal department. Six categories of risk now sit with every employee who opens a chatbot — and with the General Counsel, the CISO, and the Chief Compliance Officer who have to answer for it.

43%of breached organizations had a shadow AI incident, up from 20%.IBM / Ponemon · July 2026
78%of executives lack strong confidence they could pass an AI governance audit within 90 days.Grant Thornton · 2026
67%of GenAI users at work use non-corporate accounts.Verizon · 2026 DBIR
$19.5Mannual cost of insider risk per organization.Ponemon / DTEX · 2026
The six

One platform. Six exposures it was built to close.

Each challenge has its own page: what is at stake, where it shows up by department, and which of the three systems governs it.

Coverage

Which system governs which challenge.

Privilege AI is where privileged work happens. Privilege Watch is where legal sees what needs protection. The Privilege AI Agent is the sensor on the workstation that provides the monitoring evidence that the controls operate.

Challenge
01 Privilege AI
02 Privilege Watch
03 Privilege AI Agent
Privileged use of AI
● Primary
○ Routes to counsel
—
Reckless use of AI for legal purposes
● Primary
● Detects
○ Flags on device
Shadow AI and invisible confidential data
○ Approved alternative
● Detects
● Primary
Compliance with frameworks
○ Evidence ledger
○ Reporting
● Primary
Insider threats
—
● Alerts legal
● Primary
Companies with frequent litigation
● Primary
● Detects
○ Legal hold on device
Who is accountable

Four offices, one question: can we show the control operating?

General CounselContractual liability, litigation, confidentiality.Counterparty-data restrictions, privileged-content safeguards, legal-policy enforcement.
CISOInsider risk and sensitive-data exposure.DLP, risky AI activity detection, access and transfer controls.
Chief Compliance OfficerRegulatory obligations and demonstrable controls.AI governance, audit trails, policy enforcement, ISO alignment.
CIO / CTOSafe adoption of AI across the enterprise.Tool discovery, approved AI environments, usage intelligence.

Which of the six
keeps you up at night?