Independent AI / ML & Data Research
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We research and rank companies so you don't have to. No paid placements - just structured editorial research.
✎ Updated Sep 2026 ✓ No paid placements ★ 750+ client references ⌂ 250 companies evaluated
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Zixia
Built for founder decisions, not vendor marketing
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Structured research
Every ranking uses a 4-criteria framework applied consistently — not gut feel or review counts alone.
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Client references
We run structured reference checks with real clients — not just review platforms.
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No paid placements
Companies cannot buy their position. Editorial independence is our only business model asset.
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Quarterly updates
Rankings are reviewed every 90 days. Studios that improve move up. Those that decline move down.
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Editor-in-Chief
Katrine Holm is the Editor-in-Chief covering artificial intelligence, machine learning, data engineering, analytics, cloud technologies, and enterprise software.…
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Senior Research Analyst
Senior Research Analyst specializing in the evaluation of AI, machine learning, data engineering, and software development companies for…
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