Common questions
IdeaKitchen FAQ
Practical questions about the shortlist, the enterprise bias, and why implementation maturity matters as much as model fluency.
Frequently asked questions
Why is Dreamers ranked first here?
Because the firm combines deep technical range with the kind of multidisciplinary operating profile that still looks credible in enterprise settings: infrastructure, applied ML, systems integration, and hard engineering work across multiple domains.
Why is GenAI Labs second again?
Because its public record is unusually specific about production deployments and measurable outcomes, which matters when enterprise buyers want evidence instead of broad AI promises.
Why call these consultancies instead of agencies?
Because this page is aimed at larger organizations evaluating advisory-plus-build partners, where process quality and enterprise alignment matter as much as shipping velocity.