Product · Discover

Find Shadow AI without collecting employee content.

Tallin Discover identifies supported AI services reached from managed Chrome and Edge profiles, reconciles the evidence against your sanctioned-provider perimeter, and gives security teams a queue they can resolve. It records the signal needed for governance, not employee prompts, page content, or unrelated browsing.

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Shadow AI finding · reconciled evidence

AI service: Supported AI assistant
Browser identity: managed.user@company.com
Last observed: Today · 09:42
Sanctioned roster: No matching identity
Disposition: Needs review

A browser observation and a sanctioned-provider roster are separate facts. Tallin keeps them separate until the evidence supports a decision.

Tallin Shadow AI view showing observed AI services, managed identities, evidence sources, risk scores, and review actions.

Discover in action

Turn Shadow AI signals into owned decisions.

A domain list is only the start. Tallin turns each supported observation into a working record with evidence source, managed identity, owner, risk, and disposition kept together.

See the source of every observationBrowser, network, expense, identity, and provider evidence remain distinct.
Give each finding an ownerMove unknown use into an accountable review queue.
Retain the decisionSanctioned, unsanctioned, dismissed, or unresolved stays on the record.

Catalog

Hundreds of AI providers across chat, coding, meeting, search, image, video, and agent tools.

Browsers

Managed Chrome and Edge profiles with deployment and reporting health.

Privacy

Supported hostname and timestamp, without prompt or page-content capture.

Reconciliation

Browser, identity, provider, security, network, and expense evidence kept distinct.

Outcome

An owned decision for every finding, not another unworked domain list.

Evidence model

One finding, each source kept honest.

Tallin does not turn every signal into a claim of certainty. A managed browser visit, an SSO assignment, a sanctioned-provider roster, and an expense charge each prove something different. Discover preserves those boundaries, then puts the evidence together for review.

Review the coverage model →

Managed browsers: Supported AI hostname, timestamp, managed profile identity, and deployment health from managed Chrome and Edge profiles.
Identity + provider: Configured SSO and sanctioned-provider rosters used to corroborate approved access without claiming which account was active in a browser session.
Security sources: Configured CASB, SSE, and network evidence can add managed identity, device, policy, and connection context.
Expense + uploads: Card, expense, and CSV evidence can surface paid AI tools that never appeared in an approved software inventory.

Privacy boundary

Discovery without a second surveillance problem.

The browser extension only reports a supported AI hostname, timestamp, and the managed profile context required for deployment and identity reconciliation. Unrelated browsing stays on the endpoint.

Not collected by browser discovery

Prompt or response content
Page content, searches, or query strings
URL paths beyond the supported AI hostname
General or unrelated browsing history

From signal to decision

Detection is the beginning of the workflow.

Discover gives the security or governance owner a working queue. Review the evidence, decide whether use is sanctioned, assign the next action, and retain the disposition. If you expand into Tallin Core, the evidence and setup continue with you.

01 · Observe: Match supported AI hostnames against a reviewed catalog covering hundreds of AI providers.
02 · Reconcile: Compare the managed identity and available evidence with the sanctioned-provider perimeter.
03 · Decide: Mark the finding sanctioned, unsanctioned, dismissed, or still needing review, then assign an owner.
04 · Continue: Keep the same evidence model and setup if Discover expands into continuous Tallin Core governance.

Catalog discipline

Broad coverage, with every new claim reviewed.

The shared catalog covers hundreds of AI providers and drives the same matching logic across managed browsers and supported security-data imports. Candidate services can emerge from real enterprise evidence, but a human approves every hostname claim before it reaches customers.

Browse provider coverage →Compare detection methods →

One catalog: The browser extension and supported discovery imports use the same provider identity and hostname matcher.
Versioned releases: Catalog bundles are versioned and distributed with integrity checks so endpoints do not silently move backward.
Reviewed expansion: New candidates are deduplicated, checked for unsafe or overly broad hostnames, and approved before release.

Standalone service

Start with the visibility problem you have now.

Tallin Discover is available independently. Start with managed-browser visibility and an operational review queue, then add Connect, Govern, Supervise, or Control when your program needs them.

Monthly: $500 for up to 250 managed browsers.
Annual: $5,000 for up to 250 managed browsers.
Trial: 30 days with no credit card required.
Continuity: Browser enrollment, identities, findings, evidence, and dispositions carry into Tallin Core without repeating the setup.

Discover questions

D01Does Tallin Discover capture prompts or responses?+

No. Managed-browser discovery records supported AI hostnames and timestamps. It does not collect prompts, responses, searches, page content, URL paths, or unrelated browsing history.

D02Does a browser observation prove which provider account was used?+

No. A browser observation does not prove which provider account was used. It proves that a supported AI service was reached from a managed browser profile. Tallin separately compares the managed identity with sanctioned-provider rosters and marks the result unresolved when the evidence cannot establish an approved account relationship.

D03How many AI providers can Tallin recognize?+

Tallin maintains a reviewed catalog covering hundreds of AI providers across chat, coding, meeting, search, image, video, and agent tools. The catalog is versioned and expanded through an evidence-backed review process as the market changes.

D04What happens after Tallin finds an AI tool?+

Security and governance teams can review the supporting evidence, assign an owner, and mark the finding sanctioned, unsanctioned, dismissed, or still needing review.

D05Can we start with Discover and add the rest of Tallin later?+

Yes. Discover is available as a standalone service. Its browser enrollment, identities, evidence, and decisions use the same model as Tallin Core, so customers can expand without repeating the setup.

Find the AI already in use.

Start Tallin Discover for managed-browser visibility, sanctioned-access reconciliation, and an owned Shadow AI review queue.

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