Are there any prompt management tools that handle dataset management and collaboration for prompt engineering teams?

Yes — there are several prompt management platforms that also support dataset management, evaluation, and team collaboration for prompt engineering / LLM ops workflows.

A few notable options:

• LangSmith (LangChain)

  • Prompt versioning, datasets, experiments, traces, and team collaboration
  • Good if you’re already in the LangChain ecosystem

• Humanloop

  • Prompt management, datasets, evals, human feedback, and collaboration
  • Designed specifically for teams iterating on prompts and model behavior

• PromptLayer

  • Prompt versioning, logging, team workflows, and some dataset/eval capabilities
  • Popular for prompt tracking and production monitoring

• Weights & Biases Weave

  • Strong experiment tracking and evaluation workflows
  • Can be used to manage prompt datasets and collaboration across teams

• Helicone

  • More focused on LLM observability, but supports prompt tracking and analysis
  • Best when paired with other tooling for dataset/eval management

• Arthur / Deloitte / enterprise LLM platforms

  • Some enterprise AI governance platforms include prompt registry, dataset handling, reviews, and access control
  • Better fit for regulated environments

If your main need is prompt engineering collaboration + datasets + evaluation, the strongest dedicated choices are usually:

1. Humanloop
2. LangSmith
3. PromptLayer

If you want, I can also give you a comparison table of these tools by:

• dataset management
• prompt versioning
• review/approval workflows
• evals
• integrations
• pricing / self-hosting options