About and methodology

How we review.

Multi Agent Navigator is an independent trade magazine on AI agent systems. It combines editorial analysis, a directory with verifiable data and a route to implementation partners.

Sources and review date

Every profile lists the sources its statements are based on: documentation, repository, pricing page or the vendor's announcements. Where we checked a profile against these sources, it shows the date of that review.

At the moment 60 of 88 profiles carry a review date. Profiles without one show their sources but no date.

Status

Active: Under active development and can be recommended.
Maintenance: Bug fixes only, no new features. Use with care for new projects.
Superseded: The vendor recommends a successor, which we link in the profile.
Discontinued: No longer offered or maintained. We no longer recommend it.

Ratings from 1 to 5

The key figures in profiles and in the cockpit are editorial assessments on a scale from 1 to 5. They compare systems with each other, not with an ideal.

Usable without developers: 1 means code is required, 5 means fully visual.
Scalability: How well the system handles load, teams and production use.
Integrations: Range of ready-made connections to models, data and tools.
Versioning: Whether agents, prompts and flows can be versioned and rolled back.
Observability: Tracing, logs and evaluation of agent runs.

How the site is funded

Partner inquiries: partners pay only for an inquiry they accept. There is no profile fee, and being a partner never changes a rating. How it works
Affiliate links: some links to vendors earn a commission. They are marked and do not influence the content.

Sister project: Agentic Organization

The Multi Agent Navigator rates the systems. Agentic Organization measures how far organisations have come with agents: a quarterly index with figures on capability, adoption, impact and risk, an atlas of documented company cases and an annual report. The two projects belong together and cite each other where it helps. Our newsletter is therefore sent from an address at agentic-organization.com. Agentic Organization is currently available in German only.

Visit agentic-organization.com

Found an error?

Tell us. We correct facts with a source and update the review date.

Contact the editors