Questions about AI Labs
Find quick answers about the research, the ratings, and how to use the catalog.
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Is AI Labs free to use?
Yes. You can browse the research, compare tools, and explore categories without starting a consulting engagement.
Can a vendor pay for inclusion or a higher research score?
No. Vendors cannot buy inclusion, a higher score, or placement in a shortlist.
What does the rating mean?
A higher score means the tool ranks higher in its own group. It is not a global ranking and it is not a final answer for every company.
How current is the research?
We update the catalog as the research changes. Each tool page shows its review date, and the Latest Research page shows the current release date.
How should I use the catalog?
Use it to narrow your options and find tools worth reviewing. Before you decide, check price, security, data use, system links, references, ownership, and value.
How do I choose between tools?
Start with a group, compare a few tools, review the evidence and trade-offs, then consider your industry, company size, work, and AI experience.