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Research strategy in the new era

Evergreen guides on choosing between tools, building, AI-native services and implementation partners, and on evaluating the companies that deliver outcomes with AI.

Short, evergreen guides for the person who has to decide how AI work gets done: which route to take, what to check before hiring, and what the new kinds of companies actually are. Written from what we verify on Toolsfine, not from vendor material.

Guides

Coming next

  • What is an AI-native service company (and how it differs from SaaS and agencies)
  • What is a forward-deployed engineer — and when do you need one?
  • Should you pay for an AI agent when you can buy the model?

New guides are announced in the Toolsfine newsletter.

Koyama, Operation Master of Toolsfine.com