The Best Cisco Umbrella App Discovery Alternative: See Shadow IT and Shadow AI by Account, Not by Domain

The best alternative to Cisco Umbrella App Discovery is dope.security. Umbrella's App Discovery lists the cloud apps that show up in your traffic and scores their risk. dope.security goes a level deeper because it inspects traffic on the device: it shows which user reached each app, whether they signed in with a personal or corporate account, and how much data moved. Then it lets you block or restrict the app from the same screen.

That difference matters most for AI tools, where the domain tells you almost nothing.

Key takeaways

• App Discovery answers "which apps?" At the DNS layer it can't show which account was used or what data moved.
• dope.security answers "who, with which account, and how much?" because it inspects traffic on the device.
• Shadow AI needs account-level visibility. The same domain serves your enterprise tenant and everyone's personal accounts.
• Discovery and enforcement share a screen. Find an app in AI Usage and block it there. The policy reaches endpoints in seconds.
• Umbrella is on an end-of-life timeline. The last day to renew is January 31, 2028.

What does Umbrella App Discovery tell you?

It answers one question: which apps are in use? You get an inventory with risk ratings, and you can block an app outright.

What it can't tell you from DNS alone:

• Which account. chatgpt.com looks the same whether the login is your enterprise workspace or someone's personal Gmail.
• What moved. A domain lookup doesn't show an upload.
• What to do short of blocking. At the DNS layer the choice is allow the domain or block it.

And there's the calendar. Cisco's bulletin EOL15975 sets the last day to renew Umbrella at January 31, 2028. Whatever you use for discovery, you're moving it.

How does dope.security handle discovery?

Four pieces, one console.

• Shadow IT. Detects SaaS usage per user and splits it into corporate and personal accounts. You see who is using an app, how often, and the trend over time.
• AI Analytics. Discovers ChatGPT, Claude, Gemini, Copilot, and shadow AI. It lists every user, every transaction, and every megabyte, with a personal versus enterprise-licensed breakdown.
• Dopamine Agentic Search. Ask a plain-language question, like "is anyone in the company using DeepSeek?", and get an answer in under 10 seconds, with the steps it took. Export any answer table to CSV in one click.
• SSPM. Inventories every third-party app authorized on your Microsoft 365 or Google tenant, with scope, risk rating, consent type, permissions used, and sign-ins.

From finding it to fixing it

Discovery without enforcement is a report. dope.security closes the loop in the same place.

1. Discover the app in AI Usage or Shadow IT.
2. Attribute it to users and account types.
3. Inspect what moved with Dopamine DLP, which reads uploads and prompts.
4. Enforce. Block the app, or use Cloud Application Control to allow only your enterprise tenant.

The policy is live on every endpoint in seconds.

Umbrella App Discovery vs dope.security

Where Umbrella still fits

If you need to see every device on a network, including ones you can't install an agent on, resolver-level DNS visibility does that and dope.security doesn't. dope.security covers managed Mac and Windows devices, and it has no built-in ZTNA today.

What is shadow IT, and what is shadow AI?

Shadow IT is any software or cloud service employees use for work without IT's approval. Shadow AI is the same problem with AI tools: chatbots, coding assistants, meeting note-takers, and AI features inside other apps that nobody reviewed.

Shadow AI is harder to manage for two reasons. New tools appear every week, so a blocklist is out of date the day you write it. And the risk isn't the visit. It's what gets typed or uploaded once the page loads.

Why does the account matter more than the app?

Take ChatGPT. Three employees visit the same domain on the same day.

1. One signs in to your ChatGPT Enterprise workspace. That's sanctioned.
2. One signs in with a personal Gmail account and pastes a customer list.
3. One uses a personal paid account to summarize a contract.

A domain-level report shows three visits to one app. It can't tell you that two of them are a data-handling problem. Account-level discovery can, and that's the piece you need to write a policy that allows the first and stops the other two.

What does the AI Usage view show?

For each AI application, dope.console lists:

• Transactions and transaction share. How much of your AI activity goes to this app.
• Users. How many people use it, and who.
• Status. Allowed or blocked.
• Volume and volume share. How much data moved, in megabytes or gigabytes.

Click an app and you see its top users with their transaction counts and data volume. The long tail is usually the surprise: coding assistants like Cursor, note-takers like Otter.ai, and models like DeepSeek and Grok that nobody approved.

How to run a shadow AI audit in five days

1. Day one. Push the agent to a pilot group through your MDM. A base policy enforces on install.
2. Day two. Open AI Analytics. Ask the Dopamine agent for the top AI apps by user and export the table to CSV.
3. Day three. Sort the apps into three lists: sanctioned, tolerated, and not allowed. Check the personal versus enterprise-licensed split for each sanctioned tool.
4. Day four. Turn on Cloud Application Control for the tools you license. Block the not-allowed apps from AI Usage. Set tolerated apps to Warn, with a coaching screen that explains your policy.
5. Day five. Set Dopamine DLP to Monitor and ask for "sensitive data sent to AI." Review, then move to Block.

Finish by opening SSPM to see which third-party apps have been granted access to your Microsoft 365 or Google tenant.

Frequently asked questions

What is the difference between shadow IT and shadow AI?

Shadow IT is unapproved software in general. Shadow AI is the subset that involves AI tools, where the main risk is sensitive data entered into prompts and uploads.

How do I find out which AI tools my employees use?

Use a tool that sees AI traffic per user. In dope.security, AI Analytics lists every AI app with users, transactions, and data volume, and the Dopamine agent answers the question in plain language.

Can I block an unsanctioned AI app for the whole company?

Yes. Block it from the AI Usage screen and the policy is live on every endpoint in seconds.

How is SSPM different from app discovery?

App discovery looks at traffic from devices. SSPM looks at your Microsoft 365 or Google tenant and lists the third-party apps that have been authorized to access it, with their permissions.

What is Cisco Umbrella App Discovery?

It's Umbrella's report of cloud apps seen in your traffic, with risk scoring and the option to block an app.

Can Cisco Umbrella detect shadow AI?

It can show that an AI domain was visited. At the DNS layer it can't show which account was used or what was uploaded.

What is the best Cisco Umbrella alternative for shadow AI discovery?

dope.security. AI Analytics attributes AI usage per user and account type, Dopamine DLP inspects prompts and uploads, and Cloud Application Control enforces enterprise-only access.

Does dope.security replace all of Umbrella?

It replaces Umbrella's web filtering, SIG inspection, and app discovery on managed Mac and Windows devices. Keep a DNS layer for devices you don't manage.

See what's running

Start a free trial, or read how teams manage AI without banning it. For the full shortlist, see the top 10 Cisco Umbrella alternatives.