Article50.tools
Art. 50(2)

Machine-readable marking of synthetic content — Article 50(2)

Article 50(2) requires providers of generative AI to ensure outputs — images, audio, video and text — are marked as artificially generated in a machine-readable format, and detectable as such. Marking must be effective, interoperable, robust and reliable so far as technically feasible. The grace period for systems placed on the market earlier ends December 2, 2026.

Who must comply

Providers of generative systems whose outputs reach the EU: image/video/audio generators, LLM-powered writing products, synthetic-voice APIs. If you build on a major API (OpenAI, Google, AWS, Azure), part of the marking may already be handled upstream — but you must verify it and not strip it.

How to comply

  1. Embed an invisible watermark at generation time (SynthID-class systems, or open-source approaches like Stable Signature for self-hosted models).
  2. Attach C2PA Content Credentials so provenance survives as verifiable metadata — pairing both is emerging best practice.
  3. Verify marking survives your delivery pipeline (compression, resizing, CDN re-encoding).
  4. Record your technical-feasibility reasoning; 'state of the art' is a moving target regulators will ask you to evidence.

Tools for Art. 50(2) (23)

Most teams start in Watermarking & Content Provenance; everything below maps to this obligation.

Google SynthID
Featured

Watermarking

Imperceptible watermarking for AI images, audio, video and text from Google DeepMind.

FreeArt. 50(2)
Adobe Content Credentials
Featured

Watermarking

The C2PA-based provenance standard backed by Adobe, Microsoft, OpenAI and camera makers.

FreeC2PAArt. 50(2)
IMATAG
Featured

Watermarking

European invisible-watermarking vendor with an EU AI Act-focused offering.

PaidArt. 50(2)
Digimarc

Watermarking

Enterprise digital watermarking veteran, now applied to AI-content authentication.

EnterpriseArt. 50(2)
Steg.AI

Watermarking

Deep-learning forensic watermarks that survive screenshots, crops and re-encoding.

PaidArt. 50(2)
Truepic

Watermarking

C2PA-native camera SDK and content authenticity platform.

EnterpriseC2PAArt. 50(2)
c2patool (CAI open source)

Watermarking

Official open-source CLI and Rust SDK for creating and verifying C2PA manifests.

Open sourceC2PAArt. 50(2)
Numbers Protocol

Watermarking

Blockchain-anchored provenance registry for digital media.

FreemiumC2PAArt. 50(2)
Attestiv

Watermarking

Media authentication and tamper detection for photos, video and documents.

FreemiumArt. 50(2)Art. 50(4)
Meta Stable Signature

Watermarking

Open-source rooted watermarking for latent-diffusion image models.

Open sourceArt. 50(2)
AWS AI content indicators

Watermarking

Built-in invisible watermarking and C2PA credentials for Amazon Bedrock image models.

PaidC2PAArt. 50(2)
Microsoft Azure AI Content Safety

Watermarking

Azure's content-safety suite; DALL·E outputs on Azure carry C2PA credentials.

PaidC2PAArt. 50(2)
Trufo

Watermarking

Invisible watermarking startup focused on authenticating both human and AI content.

FreemiumArt. 50(2)
Hive AI Detection
Featured

Deepfake Detection

Industrial-scale APIs for detecting AI-generated images, video, audio and text.

PaidArt. 50(4)Art. 50(2)
Credo AI
Featured

Governance

AI governance platform with dedicated EU AI Act compliance packs.

EnterpriseArt. 50(1)Art. 50(2)
Saidot
Featured

Governance

Finnish AI governance platform built around EU regulatory alignment.

EnterpriseArt. 50(1)Art. 50(2)
Resemble Detect

Deepfake Detection

Neural audio deepfake detector from voice-AI company Resemble AI.

PaidArt. 50(4)Art. 50(2)
Holistic AI

Governance

AI risk management platform with EU AI Act readiness assessments.

EnterpriseArt. 50(1)Art. 50(2)
OneTrust AI Governance

Governance

AI governance from the market leader in privacy compliance software.

EnterpriseArt. 50(1)Art. 50(2)
IBM watsonx.governance

Governance

Model lifecycle governance with regulatory mapping, from IBM.

EnterpriseArt. 50(1)Art. 50(2)
Modulos

Governance

Swiss responsible-AI platform mapping systems to EU AI Act controls.

EnterpriseArt. 50(1)Art. 50(2)
trail

Governance

Munich-based AI governance copilot for EU AI Act documentation.

PaidArt. 50(1)Art. 50(2)
Naaia

Governance

French AI management system (AIMS) purpose-built for EU AI regulation.

EnterpriseArt. 50(1)Art. 50(2)
Not sure this obligation applies to you? Run the 2-minute scope check. Informational content, not legal advice.