Discover Shadow AI

Your employees are using AI you can't see. The AI visibility gap is bigger than you think.

Reduce risk and simplify security.

52% of generative AI usage now occurs on mobile devices, outside the reach of your firewall, your web gateway, and your existing governance controls. Lookout changes that.

52%
of generative AI usage occurs on mobile devices
78%
of knowledge workers use personal AI tools for work, including uploading sensitive corporate data
25,000+
AI-enabled apps already available in major mobile app stores
~$670K
more — average additional cost of a breach involving Shadow AI (IBM)
The Problem

You have an AI governance gap. It's on mobile and it's structural.

A new wave of enterprise tools has emerged to govern AI agents and enforce AI usage policies. Nearly all of them are built for desktop and cloud environments. That's a problem, because the majority of actual AI usage happens somewhere else: on the smartphones and tablets employees use every day for work.

Mobile devices are the primary interface for communication, cloud access, and execution. Yet AI agents operating through mobile apps, embedded SDKs, and encrypted channels inherit full user identity, access tokens, and enterprise data while remaining invisible to existing governance controls.

This is the Shadow AI problem. Employees are deploying AI tools at the mobile edge, often without IT awareness, creating an unmonitored attack surface where autonomous AI can act with full user authority, beyond the reach of legacy security, governance, and compliance frameworks.

Why Existing Controls Fall Short

Your firewall doesn't see mobile AI. Neither does your CASB.

AI applications on mobile devices routinely operate beyond traditional security controls. Unlike legacy traffic that routes through corporate networks for inspection, mobile AI activity often flows directly between apps, on-device models, and external cloud services, bypassing secure web gateways, proxies, and network-based tools entirely.

Without visibility into how AI is used, what data it accesses, and where that data flows, organizations cannot enforce policies, ensure accountability, or demonstrate auditability. The result is a breakdown of core governance principles — traceability, risk assessment, and control enforcement — leaving enterprises exposed to regulatory non-compliance, data protection violations, and an inability to scale AI adoption responsibly.

What Lookout Delivers

Lookout complements, rather than replaces, your existing security investments:

Shadow AI Discovery & Application Inventor

Lookout continuously identifies every AI app and AI-related network activity across your mobile fleet, including apps employees have installed without IT approval. Within hours of deployment, you have a complete inventory of sanctioned and unsanctioned AI tools, turning invisible risks into governed assets.

Usage Monitoring & Trend Analysis

Track AI usage patterns over time. Understand which tools are gaining adoption, which are accessing sensitive data, and how usage evolves, so you can make informed policy decisions rather than reactive ones. Quantify exposure and spot emerging risk before it becomes an incident.

Policy Enforcement & Data Guardrails

Set granular policies, from allow to warn to block, on individual AI tools or categories. Lookout helps organizations reduce the risk of sensitive data being shared with unsanctioned AI services, preventing unauthorized exfiltration at the point of transfer.

New AI Tool Investigation

As employees adopt new AI tools, investigate them in detail directly within the Lookout console. Review permissions, data flows, and risk indicators, then classify each tool as sanctioned or unsanctioned and apply enforcement policies accordingly.

The Data Foundation

15 years of mobile-native intelligence. No other platform comes close.

Lookout AI Visibility & Governance leverages the industry's most extensive mobile threat telemetry: more than 420 million mobile apps analyzed, 569+ million URLs tracked, and more than 230 million devices monitored over 15 years of focused mobile security research. With more than 25,000 AI-enabled apps already in major app stores, the coverage and classification depth required to govern mobile AI is simply not replicable by vendors adding a mobile module to a platform designed for desktops.

Businesses and organizations around the world trust Lookout to safeguard their data.

242M+
Mobile devices monitored
438M+
Mobile devices monitored
583M+
URLs analyzed
15+ years
Mobile security research
Regulatory Alignment

AI governance is no longer optional. Global frameworks place explicit legal obligations on organizations to demonstrate control over AI-related data flows.

Without mobile visibility, compliance with emerging AI governance frameworks is structurally incomplete. Lookout generates audit-ready evidence aligned to the frameworks that matter:
EU AI Act (penalties up to 3% of global annual revenue)
ISO/IEC 42001 — AI Management Systems Standard
NIST AI Risk Management Framework (AI RMF)
GDPR / CCPA
SEC Cybersecurity Disclosure Rule