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Bring an IP into AI
without losing control.

VobbleSense provides the end-to-end layer for IP in AI, covering approved rules and governed interactions to usage tracking and monetisation.

  • Safe
  • On-brand
  • Measurable
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Putting IP into AI usually breaks in four places.

  • AI can go off-brand.“What if it says the wrong thing?”It can invent facts, break rules, or drift from your brand.
  • Every AI deal starts from scratch.“What exactly are we licensing?”New formats and interactions don’t fit neatly into traditional agreements.
  • AI usage is hard to track.“Where is our IP being used?”Usage can spread across products and partners without clear attribution or reporting.
  • LLM training can absorb your IP.“What if AI trains on your IP?”Once used for training, your IP can be difficult to trace or restrict.

One platform, end to end.

VobbleSense, the control layer to keep AI faithful to an IP.

Define the Canon Core, govern every interaction with multiple layers of guardrails, then track and monetise every use, with insights feeding back into the canon.

The lifecycle: the Canon Core inside ten safety layers and ten brand fidelity layers, measured and monetised outside them, with insights feeding back into the canon.10 SAFETY LAYERS10 BRAND FIDELITY LAYERSYour IPCANON CORE01 · DEFINECreate the Canon CoreThe IP’s approved knowledge & rules,captured with the rights holder.02 · GOVERNGuardrails on every interaction10 safety and 10 brand-fidelity layers,24 risk categories, checked live.LIVE03 · MEASUREAnalytics &attributionEvery interactionmeasured and creditedto the IP and experiencethat earned it.04 · MONETISERoyalties &revenueConnect usage toreporting, royalties,and commercial value.INSIGHTS FEED BACK INTO THE CANONWhat performs shapes the next canon update and the next experience.

10 safety layers10 brand fidelity layers

  • 1Create the Canon Core

    DefineThe IP’s approved knowledge & rules, captured with the rights holder.

  • 2Guardrails on every interaction

    Govern10 safety and 10 brand-fidelity layers, 24 risk categories, checked live.

  • 3Analytics & attribution

    MeasureEvery interaction measured and credited to the IP and experience that earned it.

  • 4Royalties & revenue

    MonetiseConnect usage to reporting, royalties, and commercial value.

  • ↺Insights feed back into the canon

    Back to 1What performs shapes the next canon update and the next experience.

Designed for control from the start.

Three design choices keep your IP itself as AI changes. Here’s what each gets you.

Single Source of Truth

Change something only once.

Your approved knowledge and rules live in one place and feed every experience.

So What

No conflicting versions. No outdated briefs.

LLM-Agnostic

Switch models.
Keep your IP intact.

Your IP rules sit outside the LLM, so you’re not tied to one model or stack.

So What

If a new model comes along, swap it in. Your rules stay intact.

Rules That Hold

The AI suggests.
You decide.

AI can improvise. VobbleSense makes sure it stays within your approved rules.

So What

Control stays with you, not the LLM.

One network for every side of an AI licensing deal.

Licensors, licensees and agencies all connect through VobbleSense. Bring your own partner, or meet one in our network.

  • 1

    Add your IP

    Build your Canon Core with us: approved knowledge, rules, assets.

  • 2

    Set the terms

    Decide who can use it, in which products, markets and age groups.

  • 3

    Get matched and paid

    Track activity across deals, usage and royalties from one place.

Governance applies to everyone.
For kids, it goes further.

When the audience is children, VobbleSense adds a dedicated review layer on top of the standard checks, because for that audience, there’s no room for error.

Standard checks

Every deployment passes the same governance layer.

A dedicated review

Added on top when the audience is children.

Within bounds

What your IP is allowed to say, everywhere it speaks.

Not just our opinion.

We’re recognised across some of the world’s leading technology and media platforms.

  • Signal Awards 2025
    Silver Winner
  • Webby Award
    Honoree
  • SXSW Pitch 2025
    Finalist
  • Shark Tank
    Recognition
  • Signal Awards 2025
    Listener’s Choice
  • TWICE Picks Awards
    2026 Winner

Ready to Launch
Brand-Safe AI?

See how VobbleSense protects your brand and accelerates your speed to market in a custom 1-on-1 walkthrough.

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Prefer email? Write to partnerships@vobble.fun