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) (25)

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

Google SynthID
Featured placement

Watermarking

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

images · video · audio · text · Free

FreeArt. 50(2)
Adobe Content Credentials
Featured placement

Watermarking

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

images · video · Free

FreeC2PAArt. 50(2)
IMATAG
Featured placement

Watermarking

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

images · video · Paid

PaidArt. 50(2)
Digimarc

Watermarking

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

images · Enterprise

EnterpriseArt. 50(2)
Steg.AI

Watermarking

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

images · video · Paid

PaidArt. 50(2)
Truepic

Watermarking

C2PA-native camera SDK and content authenticity platform.

Watermarking · Enterprise

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

Watermarking

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

Watermarking · Open source

Open sourceC2PAArt. 50(2)
Numbers Protocol

Watermarking

Blockchain-anchored provenance registry for digital media.

Watermarking · Freemium

FreemiumC2PAArt. 50(2)
Attestiv

Watermarking

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

video · Freemium

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

Watermarking

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

Watermarking · Open source

Open sourceArt. 50(2)
AWS AI content indicators

Watermarking

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

Watermarking · Paid

PaidC2PAArt. 50(2)
Microsoft Azure AI Content Safety

Watermarking

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

Watermarking · Paid

PaidC2PAArt. 50(2)
Trufo

Watermarking

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

images · Freemium

FreemiumArt. 50(2)
C2PA Lab

Watermarking

Free in-browser C2PA Content Credentials inspector — files never leave your device.

Watermarking · Free

FreeC2PAArt. 50(2)
Hive AI Detection
Featured placement

Deepfake Detection

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

images · video · audio · text · Paid

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

Governance

AI governance platform with dedicated EU AI Act compliance packs.

Governance · Enterprise

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

Governance

Finnish AI governance platform built around EU regulatory alignment.

Governance · Enterprise

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

Deepfake Detection

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

audio · voice · Paid

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

Governance

AI risk management platform with EU AI Act readiness assessments.

Governance · Enterprise

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

Governance

AI governance from the market leader in privacy compliance software.

Governance · Enterprise

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

Governance

Model lifecycle governance with regulatory mapping, from IBM.

Governance · Enterprise

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

Governance

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

Governance · Enterprise

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

Governance

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

Governance · Paid

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

Governance

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

Governance · Enterprise

EnterpriseArt. 50(1)Art. 50(2)
AI Sigil

Governance

AI governance platform that maps systems to EU AI Act, ISO 42001 and NIST AI RMF controls with audit-ready evidence.

Governance · Paid

PaidArt. 50(1)Art. 50(2)
Check a file for C2PA / Content Credentials signals with the marking checker, or compare SynthID vs C2PA. Not sure this obligation applies to you? Run the 2-minute scope check. Informational content, not legal advice.