Short answer
Start with the workflow you need built, then evaluate Builders by evidence: similar case studies, tool choices, implementation responsibility, quality checks, maintenance thinking, and fit with your budget and collaboration model.
- Decide if this page applies to: Employers hiring for automations, agents, RAG, AI product implementation, or internal tools.
- Check first: The role description states workflow, output, tools, collaboration model, and success criteria.
- Avoid this mistake: Asking for every AI tool instead of the few tools needed for the workflow.
Use this page for
Make the next action smaller
Use this page to decide whether to browse, post, rewrite the brief, or check rules instead of collecting more background.
Start
Start from the job to be done
Decision criteria
The role description states workflow, output, tools, collaboration model, and success criteria.
Next action
Generate hiring brief
Start from the job to be done
Write the business workflow first. For example, "reduce manual sales follow-up work with an n8n and CRM automation" is easier to hire for than "AI expert." The clearer the workflow, the easier it is to judge whether a Builder's evidence is relevant.
Review evidence before outreach
Look for case studies with problem, role, tools, result, and boundaries. The strongest Builders can explain tradeoffs, failure modes, evaluation methods, and maintenance needs.
Use platform links for workflow details
Keep button-level steps in Help. Use Resources to decide what kind of evidence matters, then use Platform and Help pages for verification, review, posting, and support rules.
What you still need to confirm yourself
- Confirm budget, timeline, contract terms, and legal or compliance needs outside the Resource page.
- Interview the Builder and discuss how they would handle data access, quality checks, maintenance, and handoff.
- Make the final hiring decision yourself; platform evidence is a starting point, not a substitute for judgment.
Decision criteria
Common mistakes
- Asking for every AI tool instead of the few tools needed for the workflow.
- Skipping case-study review and relying only on profile headlines or resumes.
- Hiding constraints such as budget, data access, remote expectations, or timeline until late in the process.