AI without a second thought.
Say yes to AI. Stay private.
Snowfence stops company data leaking through AI tools, on company laptops and servers.
What changed
AI now works inside every laptop.
of company apps will have AI agents built in by the end of 2026, up from under 5% in 2025.Gartner predicts · Aug 2025
The AI no longer waits for someone to paste.
The data
Company data is already flowing out.
times a month, the average company's staff send sensitive data to AI apps. Twice as many as a year ago.
Netskope Cloud and Threat Report · Jan 2026 · its customersof everything people move into AI tools is sensitive data.
Cyberhaven AI Adoption and Risk Report · Feb 2026 · 222 companiesof pasting into AI chatbots happens through personal accounts, out of the company's sight.
LayerX Enterprise AI and SaaS Data Security Report · Oct 2025 · browser dataFigures from each vendor's own customers, labelled as such.
The cost
Shadow AI already costs real money.
Shadow AI: AI tools staff use without the company's approval.
breached companies had a breach caused by shadow AI.
higher breach costs where shadow AI use was high.
of companies with an AI breach had no proper controls on what AI could reach.
IBM and Ponemon Institute, Cost of a Data Breach Report · Jul 2025 · 600 breached organisations
The gap is control over what AI can reach.
Leaks to AI
It's already happening.
Engineers paste source code into ChatGPT. Samsung bans AI tools.
BloombergEchoLeak: one email makes Copilot leak data. No click needed.
CVE-2025-32711Both tricked into running an attacker's code. Both since fixed.
NVDA fake AI plug-in quietly copies every email to an attacker.
Koi SecurityEach one ran through a tool people trusted.
Damage done by AI
AI agents don't just leak. They break things.
Deleted a live company database during a code freeze.
Replit's CEO · SaaStrAn official update told the AI to wipe home folders and cloud resources.
AWS-2025-015Asked to clear a cache, it wiped a user's whole drive.
The RegisterA Cursor agent deleted the database and every backup. In 9 seconds.
Founder's post-mortemOpenAI confirmed GPT-5.6 deleted some users' home folders.
OpenAI's Codex leadOpenAI test agents broke out and ran code on 41 production servers.
OpenAI and Hugging Face reportsof organisations say their AI agents have taken actions nobody intended.SailPoint survey · May 2025 · 353 respondents
Data made public
AI is putting private data on the open web.
Grok chats in Google search after users clicked “share”. Claude chats and artifacts too.
Forbes · Aug 2025 · TechCrunch · Jul 2026private repos made public after malware used AI tools to find keys.
Nx “s1ngularity” · Wiz · Sep 2025private screenshots posted to public repos by coding agents.
Glow Labs · Sep 2026 · method unpublishedthe usual leak rate in public code co-written with Claude Code.
GitGuardian · 2026 What Snowfence does about it
Why today's tools miss it
Your security tools can't see it happen.
No person typed anything. No browser was used.
What the tools you already have see:
Network filterNetskope · Zscaler · Palo Alto
“An encrypted connection to an approved AI service”
Browser securityLayerX · Island · Menlo
“Nothing. No browser was used”
Endpoint and DLPCrowdStrike · Microsoft Purview
“An approved app opened a file”
Each tool sees one step. None sees both.
Newer AI security tools
Newer tools sit inside the AI. We sit below it.
Newer AI security toolsFor example Nightfall · Harmonic · Pillar · Zenity
SnowfenceOne guard on the laptop, under the AI
What good looks like
Seven questions to ask any AI security tool.
How it works
One guard on the laptop. Every way out checked.
Work goes through. Leaks don't.
How it works
The AI can look. It can't leak.
The AI opens a password
Snowfence remembers it
That app has read a password.
Later, it tries to send it
Only the risky step stops. The AI keeps working.
The audit log
Every move of company data, on the record.
What your security team sees
10:42User 7F3ACustomer data → personal ClaudeBlocked
10:43User 7F3ACustomer data → company ClaudeAllowed
10:51Cursor agentTried to open a password fileBlocked
11:05AdminLoosened an export rule, two signersSigned
11:20Cloud checkCompany bucket made publicFlagged
11:26Cloud checkChatGPT given access to Finance DriveFlagged
11:32User 2C9DSource code → USB driveBlocked
Every block, approval and rule change. Nothing off the record.
Meetings
Nobody quietly records the call.
Nudges on your laptop
Call attestation
Signed proof for the people on the other side
Only approved apps used the mic, camera or screen No secret recording or notetaker app running Signed by the laptop's secure chip
Not attestedif anything recorded in secret
Rollout and safety
Rolls out quietly. Fails safe.
Rolling it out
When something fails
Side by side
How the market answers.
| HarmonicAI data-leak | NightfallAI data-leak | PurviewMicrosoft | CrowdStrikeEndpoint | NetskopeNetwork | Palo AltoNetwork | IslandBrowser | PillarAI agents | ||
|---|---|---|---|---|---|---|---|---|---|
| Protection | |||||||||
| Privacy | |||||||||
Built for enterprise control
Built for enterprise control.
Let's test it on your laptops.
- 1Pilot on one team's laptops
- 2Watch first, then block the rules you pick
- 3Grow to everyone, servers too