This article highlights a growing niche in AI product development: specialized evaluation and benchmarking tools. Through five case studies—covering document parsing AI, LLM speed comparisons, prompt generation/testing, prompt version management, and even AGI assessment—it illustrates diverse market needs and pain points currently underserved. The piece encourages readers to identify similar tooling opportunities within their own AI subfields.

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