Vetto

Reviewer

• Review and improve realistic travel scenarios used to train AI travel assistants.
• Think like a real trip planner and assess what makes a travel situation real, feasible, and decision-changing.
• Upgrade weak scenarios to effectively test the model.

Travel Expert, Reviewer

• Review and analyze generated code against the original software engineering prompt
• Evaluate whether the coding task itself is clearly and correctly defined
• Validate whether tests accurately reflect whether the problem has been solved
• Identify gaps, ambiguities, false positives, and false negatives in test suites
• Determine whether a solution that passes the tests genuinely solves the underlying problem
• Apply strict technical criteria and quality standards consistently across tasks

Senior Software Code Reviewer

Safety Specialist

• Conduct role-play sessions as a clinically informed persona across multi-turn conversations
• Evaluate AI responses for safety, empathy, clinical appropriateness, and risk handling
• Provide structured written feedback grounded in clinical reasoning
• Flag responses that miss risk signals, give unsafe guidance, or fall short of best-practice crisis communication

Safety Project – Emotional Distress Clinical Specialist, Role-Play & Evaluation

Attorney

• Review and improve real-world legal scenarios used to train AI assistants
• Identify flawed reasoning, jurisdictional inaccuracies, procedural gaps, and ethical issues
• Upgrade weak scenarios to truly test legal judgment

Legal Expert – Reviewer

Sales

• Answer questions for role assessment
• Review real case scenarios if selected

Sales Expert

Financial Planning and Analysis

• Review two pre-generated finance tasks and provide ratings
• Rewrite the second task to strengthen it
• Identify realistic scenarios and decisive constraints

Investment Consultant Expert – Reviewer

• Review and improve scenarios used to train AI health assistants
• Think like a real clinician to spot and upgrade weak scenarios
• Review batches of pre-generated health scenarios for realism and safety risk
• Identify weak or missing constraints
• Improve tasks representing real care-seeking moments causing harm or eroding trust

Health Expert – Reviewer

• Define and justify appropriate and essential metrics and KPIs by sector / stage / business model
• Interpret 3–4 years of results, including one-offs, accounting effects, mix, and cycle
• Apply sector-specific repertoire: drivers, essential KPIs for that market, red flags, and typical patterns

Finance Expert – Company Analysis, IB, M&A, Equity

• Review and improve scenarios used to train AI teaching assistants.
• Think like a real educator to spot and upgrade weak scenarios.