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Product Comparison

aiTRiSM360 vs. the Shadow AI Governance Field

Every platform in this category can tell you an AI tool got used. aiTRiSM360 starts from a different vantage point: an endpoint agent riding on the Seceon EDR, watching browser tabs, extensions, and desktop AI apps together, without ever capturing the prompt itself.

3 Surfaces
Browser Tabs, Extensions & Desktop AI Apps from One Agent
9 Event Types
Natively Mapped to MITRE ATT&CK
No Plaintext
Prompts Captured as Metadata & Hash Only, By Default
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Pick a Challenger — Head-to-Head Comparison — aiTRiSM360
Head-to-Head

Pick a Challenger

Tap a name below to see how aiTRiSM360 lines up against each vendor's approach to shadow AI and generative AI data protection.

Seceon

aiTRiSM360

One endpoint agent, already inside your Seceon EDR deployment, watching every surface generative AI actually gets used from.

  • Detection surface: A single endpoint agent covers browser tabs, browser extensions, and desktop AI apps together on Windows, Linux, and Mac
  • Data handling: Privacy-first by design, file names and metadata, clipboard format and size, and prompt length/hash only; prompt and clipboard plaintext are never captured by default
  • Deployment model: No traffic-routing change, runs on existing EDR sensors and correlates with OTM platform fabric
  • Platform scope: Every detection lands in aiXDR as one of 9 MITRE ATT&CK-mapped AI Security event types, correlated against everything else Seceon already sees on that endpoint
VS
The Challenger

Microsoft Purview

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    Why This Matters Now — aiTRiSM360 Capability Matrix — aiTRiSM360
    Capability Matrix

    What's Native vs. What You'll Still Bolt On

    Every platform here talks about shadow AI visibility. The real differences show up in where the detection actually happens, what it can see, and what you have to stand up to get there. Tap any competitor header to highlight their column.

    Metric
    seceon aiTRiSM360
    Microsoft Purview
    Zscaler
    Harmonic Security
    Prisma AIRS
    Primary detection surface
    OS-level endpoint agent - browser + extensions + desktop apps together
    Browser only (Edge native, Chrome/Firefox via extension)
    Inline network/proxy layer, plus emerging endpoint agent
    Browser extension only
    Multi-part endpoint agent, AI Agent Gateway, SaaS connectors
    Desktop AI app visibility (Cursor, ChatGPT desktop, etc.)
    Yes - native process recognition on Windows, Linux, Mac
    Not covered - browser and M365 workloads only
    Limited - primarily network/browser traffic
    Not covered - browser-based tools only
    Yes - targeted at AI coding tools specifically
    What's captured from prompts
    Metadata + hash only plaintext never captured by default
    Inspects content against DLP Sensitive Information Types
    Prompt/response extraction and classification inline
    SLM analyzes content in context (no regex)
    Inspects tool calls/actions at runtime, not prompt text
    Deployment prerequisite
    None, ships with the Seceon EDR agent already on the endpoint
    M365 E5/E5 Compliance license + device onboarding + Edge policy
    AI traffic must route through Zero Trust Exchange (SSE)
    Browser extension + IdP connection, ~30 min rollout
    Multi-component rollout across gateway, endpoint, SaaS
    Framework / detection mapping
    9 event types mapped directly to MITRE ATT&CK
    Maps to compliance frameworks via Compliance Manager
    Maps to MITRE ATLAS, NIST, EU AI Act (AI-SPM/red-teaming)
    Maps findings to GDPR, ISO 27001, HIPAA
    Maps to OWASP, NIST AI RMF, MITRE ATLAS, DASF v2.0
    Native SIEM / XDR in the same product
    Yes, aiSIEM, aiXDR-PMax, aiSOAR, aiBAS360 on one data set
    Pairs with Microsoft Sentinel (separate product)
    Pairs with your SIEM (separate vendor)
    Pairs with your SIEM (separate vendor)
    Pairs with Cortex XSIAM (separate PANW product)
    The Advantage — Where aiTRiSM360 Performs Better
    The Short Version

    Where aiTRiSM360 pulls ahead

    Four differences that matter most when you're choosing between a browser- or network-only AI visibility tool and an endpoint-native one.

    One agent

    Purview, Zscaler, Harmonic, and Prisma AIRS all require standing up a new browser extension, licensing tier, or traffic-routing change to see AI activity. aiTRiSM360 rides on the Seceon EDR agent already deployed on the endpoint.

    Sees the whole endpoint, not just the browser

    Purview and Harmonic are explicitly browser-scoped. Zscaler is primarily a network-layer tool. aiTRiSM360 watches browser tabs, extensions, and desktop AI apps together the same blind spot Prisma AIRS also targets, but as part of a platform you're already running rather than a separate agent to deploy.

    Nothing sensitive ever leaves the device

    Several platforms in this comparison inspect or extract prompt and response content to do their job. aiTRiSM360 is privacy-first by default file names, clipboard format and size, and prompt length/hash are captured, but prompt and clipboard plaintext never are, which matters when the tool watching for data loss is itself a potential data-handling liability.

    Detections speak MITRE, not a separate taxonomy

    aiTRiSM360's 9 event types from prompt injection to jailbreak to data exfiltration attempts map directly to MITRE ATT&CK and land in aiXDR next to every other alert Seceon already correlates. Standalone AI-governance tools generally require you to translate their own risk scores or framework mappings into whatever taxonomy your SOC already runs on.

    Where It's Deployed — aiTRiSM360
    Built For Your Environment

    Where aiTRiSM360 Matters Most

    The same endpoint-native visibility, relevant wherever employees are pasting real work into generative AI tools.

    Financial Services

    Analysts and advisors routinely draft with client, deal, and account data close at hand exactly the material that shouldn't end up in a public AI prompt. aiTRiSM360 flags uploads, pastes, and risky prompt patterns at the point of use without capturing the underlying content, so the same evidence feeds compliance reporting under frameworks like GLBA and SOX.

    Explore the Financial Services solution →
    FAQ — aiTRiSM360

    aiTRiSM360 FAQ

    Does aiTRiSM360 see desktop AI apps, or just the browser?
    Both. A lot of AI-governance tooling is explicitly scoped to browser tabs and extensions, which leaves desktop apps like Cursor, GitHub Copilot, or a standalone ChatGPT client as a blind spot. Because aiTRiSM360 works at the OS level file dialogs, keyboard hooks, window titles, process recognition it watches browser and desktop AI activity together as one picture.
    Does aiTRiSM360 ever capture prompt text or file contents?
    No. Several tools in this space work by inspecting or extracting prompt and response content to do their job, which makes the monitoring tool itself a data-handling risk. aiTRiSM360 is privacy-first by default: file names, clipboard format and size, and prompt length/hash are captured, but prompt text, clipboard contents, and matched sensitive strings never are.
    How does a detected AI risk turn into an actual alert?
    Nine event types - including file upload, prompt injection, jailbreak, and data exfiltration attempts map directly to MITRE ATT&CK techniques and land in aiXDR next to every other alert Seceon already correlates. Standalone AI-governance platforms generally require translating their own risk scores into whatever taxonomy your SOC runs on; here there's nothing to translate.
    Does aiTRiSM360 require rerouting network traffic to work?
    No. Some AI-security platforms are architected around routing traffic through a cloud SSE fabric before it can be inspected, which means a network re-architecture project. aiTRiSM360 is endpoint-first detection happens where the activity happens, with nothing to reroute.
    Does aiTRiSM360 replace my existing DLP or SSE stack?
    Not necessarily. aiTRiSM360 is purpose-built for the generative AI activity layer uploads, clipboard paste, sessions, network access, and prompt-security risks across browser and desktop AI apps not a replacement for broader DLP across email, file shares, or non-AI SaaS apps. What it adds is visibility into desktop AI use specifically, correlated against everything else Seceon already sees on that same endpoint.
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    Do These Persistent Issues Impact Your Day-to-Day Operations?
    • Large number of failed logins from single/multiple IPs, internal or external, against a single/multiple usernames.
    • Failed logins from new geo locations or a new user device.
    • Large number of account lockouts.
    • High cost of integration, support and maintenance.

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