What the work actually involves

You receive artifacts an AI model has produced in response to a consulting-style brief: a market-entry deck, a cost-savings model in Excel, a diagnostic memo, a synthesis of interview notes. Your job is to judge whether the output would survive contact with a real engagement — and then to write down precisely why it would or wouldn't. That means catching the arithmetic that doesn't tie across tabs, the market size that was asserted rather than built, the exhibit whose title states a fact instead of an insight, the action title that doesn't follow from the chart beneath it, and the executive summary that summarises the document instead of making a recommendation.

Feedback is structured and written, not conversational. A typical task asks for a score against a rubric (accuracy, structure, formatting, client-readiness) plus free-text justification tied to specific slides, cells, or paragraphs. The value you add is the discrimination between "looks like consulting" and "is consulting" — models are now fluent at MECE-flavoured headings and pyramid-shaped decks while still producing logic that a case team lead would send back.

What the platform screens for

  • Firm and tenure specificity. Five-plus years at a recognised firm in the US, UK, Canada, Australia, or New Zealand, with engagements you can describe by industry, workstream, and the deliverable you personally owned.
  • Tooling depth, not familiarity. PowerPoint and Excel at the level where you can explain what makes a model auditable or a page layout wrong, not just that you've used them.
  • Written reasoning under a rubric. Screens frequently include a sample artifact and ask for a written critique; vague praise or unordered lists of nitpicks score badly.
  • Calibration. Whether you can separate a cosmetic flaw from a defect that invalidates the recommendation, and say which is which.

Logistics

Fully remote and asynchronous, with work assigned in batches. Hours are flexible and self-scheduled, though contributors who commit 10–20 hours per week tend to see steadier queues; pay in the $100–150/hr range has been observed for this role and varies by track and assessed calibration. An advanced degree is a stated nice-to-have, not a gate. Expect English fluency at professional writing standard, since the written feedback is itself the deliverable.