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Attestly
$79/moStarting price
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About Attestly
Attestly automates the creation of EU AI Act Annex IV technical documentation, risk-management records, and audit-ready evidence by analyzing the operational traces produced by AI agents. The tool ingests logs from systems such as OpenTelemetry, LangSmith, AgentOps, or MCP, normalizes the data into structured records, and maps it to Annex IV requirements. Each generated section is reviewed and edited by a person before finalization, ensuring accuracy and compliance. The output includes technical documentation, risk-management summaries, conformity-assessment checklists, and tamper-evident evidence trails linked to specific trace events. It is designed for teams deploying AI agents in the EU who need continuous documentation as systems evolve, rather than one-time manual reconstruction. Attestly does not replace legal review or broader governance platforms but serves as a specialized tool to transform runtime behavior into compliance-ready drafts.
Key features
- Annex IV technical documentation generation
- Risk-management summaries with mitigations
- Conformity-assessment checklists
- Tamper-evident evidence trails
- Human review and approval workflow
- Multi-source trace ingestion
- Real-time documentation updates
- Word export functionality
Use cases
- Documenting autonomous AI agents for EU market deployment
- Ongoing compliance for enterprise AI systems across teams
- Generating first-draft documentation for AI governance consultancies
Pros
- Converts existing agent traces into structured compliance documentation
- Provides evidence links for every generated sentence
- Supports multiple trace sources (OpenTelemetry, LangSmith, AgentOps, MCP)
- Offers tamper-evident audit trails with cryptographic hashing
- Continuous documentation updates as agent behavior changes
Cons
- No free tier or trial available
- Limited to EU AI Act compliance use cases
- Requires pre-existing agent trace data
- Pricing plans restrict the number of AI systems per tier
Frequently asked questions about Attestly
What does Attestly do?
Attestly automates the creation of EU AI Act Annex IV technical documentation, risk-management records, and audit-ready evidence by analyzing operational traces produced by AI agents. It transforms runtime behavior data into compliance-ready drafts, reducing manual reconstruction efforts.
Who is Attestly designed for?
The tool is built for teams deploying AI agents in the EU, including AI startups, enterprise AI teams, compliance and risk teams, and AI governance consultancies. It supports continuous documentation as systems evolve rather than one-time manual reconstruction.
How does Attestly generate documentation?
Attestly ingests logs from systems like OpenTelemetry, LangSmith, AgentOps, or MCP, normalizes the data into structured records, and maps it to Annex IV requirements. Each generated section is reviewed and edited by a person before finalization.
Does Attestly replace legal review or broader governance platforms?
No, Attestly does not replace legal review or broader governance platforms. It serves as a specialized tool to transform runtime behavior into compliance-ready drafts, providing a structured starting point for compliance professionals.
What types of documents does Attestly generate?
Attestly generates Annex IV technical documentation, risk-management summaries, conformity-assessment checklists, and audit-ready evidence trails. Each generated sentence links to the specific trace event that justified it.
What trace sources does Attestly support?
Attestly supports ingesting logs from OpenTelemetry, LangSmith, AgentOps, MCP, and pre-normalized JSON. It works with whatever traces your agents already emit, including those from third-party tools.
