AI Visibility and Governance

Addressing AI Risk in a Mobile World.

Reduce risk and simplify security.
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Gain complete visibility into AI application usage, enforce intelligent policies, and ensure compliance with global AI governance frameworks—purpose-built for the mobile-first enterprise.

Shadow AI: The Hidden Risk in Every Pocket

The modern enterprise perimeter has shifted to mobile devices, making "Shadow AI"—unsanctioned AI use—a mobile-driven crisis. 52% of Generative AI use is on mobile. 75% of knowledge workers use AI at work, with 78% utilizing personal AI tools (BYOAI) for professional tasks, creating significant data security, privacy, and IP risks.

This lack of oversight leads to uncontrolled data flow, bypassing security. 77% of employees paste corporate data into GenAI, and 40% of uploaded files contain sensitive corporate information, including 22% with highly regulated data like PII. Consequently, 86% of CISOs are deeply concerned about employees entering sensitive data into GenAI.

Comprehensive AI Application Discovery
Identify and classify AI-enabled applications across both corporate-owned and BYOD devices, turning invisible risks into governed assets.
Agentic Behavior Monitoring
Beyond simple malware detection, use behavioral analysis and permission mapping to ensure that autonomous digital actors do not execute unsanctioned workflows or access sensitive data.
Real-Time Data Guardrails
Monitor and govern data flows between mobile devices and AI services, preventing unauthorized exfiltration before it occurs.
Automated Compliance Alignment
Directly align your mobile fleet with ISO/IEC 42001, the EU AI Act, NIST AI RMF, and other frameworks—providing the auditable traceability needed for meaningful AI risk assessments.
Policy Enforcement at Scale
Define granular policies to allow, monitor, warn, or block AI applications based on risk classification, data handling practices, and organizational requirements.
Threat Intelligence Integration
Backed by the industry's most extensive mobile threat telemetry and two decades of specialized research, detect AI-related threats earlier and achieve measurable reductions in business risk.

Complete Visibility

ISO/IEC 42001 & EU AI Act

Directly align your mobile fleet with ISO/IEC 42001, the EU AI Act, NIST AI RMF, and other frameworks by providing the visibility needed for meaningful AI risk assessments.

AI Security & Control Engine

Data Guardrails

Prevent unauthorized data exfiltration

Monitor and govern data flows between mobile devices and AI services, preventing unauthorized exfiltration before it occurs.

Granular Actions

Define granular policies to allow, monitor, warn, or block AI applications based on risk classification, data handling practices, and organizational requirements.

Allow
Monitor
Block

Visibility & Discovery Layer

Data Discovery

Identify active AI-enabled applications

Identify and classify AI-enabled applications across both corporate-owned and BYOD devices, turning invisible risks into governed assets.

Advanced Telemetry

Monitor DNS lookups & behavioral trends

Monitor DNS lookups deeply to measure utilization and scope behavioral trends in real-time.

1.78M DNS LOOKUPS
278K ACTIVE DEVICES

Agentic Behavior

Prevent unsanctioned actor workflows

Beyond simple malware detection, use behavioral analysis and permission mapping to ensure autonomous digital actors do not execute unsanctioned workflows or access sensitive data.

iOS Devices

Android Devices

Native GenAI Apps

Mobile Web Browsers

Why Lookout

Why Lookout for AI Visibility?

Most AI Detection and Response (AIDR) solutions are retrofitted from desktop and cloud environments. Lookout is purpose-built for the distinct architectures of iOS and Android, leveraging over 15 years of mobile intelligence.
Feature
Lookout AI Visibility
Legacy SWG/CASB
Mobile-Native AIDR
Often blind to mobile-only activity
Agentic Monitoring
Limited to simple malware/URL filtering
Shadow AI Discovery
Bypassed by mobile encryption/apps
Social Engineering Integration
Disconnected point solutions

Hands-on Labs: Experience AI Visibility and Governance in Action.

Use case

Protect Sensitive Data from Shadow AI Exposure

With AI tools readily available on every mobile device, employees increasingly use unsanctioned applications to streamline workflows—unknowingly exposing proprietary data, source code, and customer information. Lookout AI Visibility and Governance discovers all AI applications across your fleet, classifies them by risk and data handling practices, and enforces policies that prevent sensitive information from reaching unauthorized models. Maintain productivity while ensuring corporate data remains within governed boundaries.

Use case

Govern Agentic AI Across the Enterprise

As autonomous agents proliferate across business applications, the risk of unsanctioned actions escalates exponentially. An agent with access to corporate email, calendars, and SaaS platforms can execute financial transactions, modify records, and exfiltrate data without human intervention. Lookout monitors agentic behavior patterns, permissions, and API interactions on mobile devices—ensuring autonomous actors operate within defined guardrails and cannot leverage mobile endpoints to bypass enterprise controls.

ISO/IEC 42001
EU AI Act
NIST AI RMF
Use case

Achieve AI Governance Compliance

Global frameworks including ISO/IEC 42001, the EU AI Act, and NIST AI RMF now require demonstrable controls over AI usage, risk assessment, and audit trails. Lookout AI Visibility and Governance provides the foundational telemetry and policy enforcement required to meet these standards across your mobile fleet. Generate comprehensive reports on AI application usage, data flows, and policy violations to satisfy auditors and regulators with confidence.

60% of surveyed organizations cannot monitor AI activity on mobile devices, leaving the majority of mobile AI activity operating in the shadows

Source: Lookout survey
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