Stop unlicensed use. Prove what happened. Recover your revenue.

Your intellectual property is your business. TrustLab's DetectAI platform was built for you. We go beyond basic search to find, verify, and prove unlicensed use of your media, turning infringement into revenue.
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Copyright Holders &  Media Enterprises

Stop unlicensed use. Prove what happened. Get paid.

Your creative assets are your livelihood. But watermark stripping, derivative edits, and reposted clips make enforcement almost impossible. DetectAI gives you unified visibility across the web and defensible proof for enforcement.

Content moderation scorecard

Your Challenges

As AI adoption grows, copyright holders and media enterprises must balance innovation with compliance. Manual checks and opaque model outputs make it hard to ensure every decision meets audit and regulator expectations.

Tom Siegel

Tracking Breakdown

Platforms strip metadata; single-signal tools fail after edits.

Tom Siegel

Detection Lag

Manual searches can’t keep pace with synthetic and derivative media.

Tom Siegel

Enforcement Gaps

Weak evidence stalls takedowns or revenue recovery.

TrustLab Solutions for Copyright Holders &  Media Enterprises

TrustLab helps media organizations and rights holders protect their intellectual property in the age of AI-generated and synthetic content. We detect manipulated, derivative, or stolen media even when metadata is stripped or formats are altered—providing verifiable evidence for takedowns and revenue recovery. With TrustLab, creators and publishers maintain control over their content, brand integrity, and monetization.

DetectAI: Licensed Media Detection & Enforcement

This is the solution built for you, from stock libraries and news organizations to sports leagues and media studios.



1. Ingest & Hunt: We ingest your reference catalog and license metadata. Then, we hunt across the web, social media, and ad networks for matches —even "cropped, recolored, or re-encoded variants".

2. Fuse Multi-Signal Evidence: We don't rely on one signal. DetectAI fuses C2PA provenance data, watermark detection (visible/invisible), and perceptual fingerprinting  to find true matches.

3. Score & Adjudicate: Our "LLM-as-a-Judge", calibrated by policy experts, scores each sighting for risk and policy violation. Edge cases are escalated to expert reviewers.

4. Auto-Produce Evidence: This is the critical step. We "auto-produce evidence bundles" (hashes, manifests, logs, screenshots) that provide an "audit-ready, chain-of-custody". This is evidence your legal team can use to "trigger takedowns, invoices, or case tickets via API".

Content moderation scorecard
Content moderation scorecard

SuperviseAI & ModAI (Supporting Services)

Adjudicate Disputes: Use our ModerateAI HITL workbench  to have experts review complex "fair use" disputes or contested takedowns.

Monitor Licensing Agents: If you use an AI chatbot for your licensing portal, use SuperviseAI to ensure it provides accurate pricing, license information, and customer support.

Why TrustLab?

TrustLab helps rights holders move from fragile, single-signal checks to reliable, verifiable, multi-signal protection. Our system turns copyright monitoring into a source of truth — delivering court-ready evidence and actionable insights to recover value.

Multi-Signal Accuracy:

Proven multi-signal accuracy (≥ 90% recall, ≤ 5% false positives).

Evidence That Stands Up:

Evidence that holds up in court.

Built for Enforcement:

Human review for gray-zone detections ensures trusted calls.

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