Stratum

Use case

AI Agent Evaluation by Professionals

Agent evaluation assesses multi-step tool use, planning, and task completion rather than a single generated answer. A fluent final message can follow a harmful, wasteful, or incorrect trajectory.

We are not a freelancer marketplace or traditional staffing company.

What is ai agent evaluation by professionals

Agent evaluation assesses multi-step tool use, planning, and task completion rather than a single generated answer. A fluent final message can follow a harmful, wasteful, or incorrect trajectory.

The problem this use case solves

Single-turn LLM scoring misses whether the agent queried the wrong source, skipped a required check, or took an irreversible action before apologizing.

Work experts can run

  • Trajectory review of tool calls and recoveries
  • Task-completion scoring against a professional standard
  • Repository-level software agent review
  • Research-agent citation and method checks
  • Red-team scenarios written from practice

Common mistakes

  • Scoring only the last paragraph
  • Treating passing unit tests as a complete software-agent bar
  • Ignoring omitted steps that a professional would require

Need this capacity for a live program?

Share the profession, specialty, experience, location, headcount, hours, duration, and project description. We assemble the expert capacity.

  • Need 25 licensed nurses for a clinical AI evaluation
  • Need 15 attorneys in a specific practice area
  • Need 20 PhD scientists for benchmark creation
  • Need 30 senior software engineers for code evaluation