What the work involves
You review AI outputs tied to accounts receivable follow-up and score them the way you would score a new specialist's work. That means reading a claim scenario — payer, aging bucket, remit codes, prior touch history — and judging whether the model's proposed next action is the one that actually resolves the claim. Typical tasks include grading 276/277 claim status inquiry constructions, checking payer correspondence and appeal drafts for factual and tone accuracy, assessing whether an AI-suggested queue prioritization maximizes recovery, and flagging where a model has missed an underpayment, a timely filing deadline, or a payer-specific process quirk.
Most work is annotation with written rationale. A score without an explanation is worth little to the lab; the reasoning — why a Medicare Advantage claim needs a different follow-up path than a commercial PPO claim at the same age — is the actual deliverable. Some projects also ask contributors to author gold-standard examples: the correspondence or resolution plan the model should have produced.
What the screen looks for
- Verifiable operational depth: real payer names, real system names, real aging thresholds you managed to.
- Whether you can distinguish a plausible-sounding AI output from a correct one, and articulate the difference.
- Comfort with structured rubrics — consistent scoring across dozens of similar items, not one-off intuition.
- Management-level context: you've owned days-in-A/R, write-off rates, and payer strategy, not just worked an assigned queue.
Generic revenue cycle answers tend not to survive follow-up questions. The screen probes.
Logistics
Fully remote and asynchronous. Work is contract-based and delivered in batches, so volume fluctuates with project demand — contributors commonly report 10–20 hours per week with the flexibility to set their own schedule. Pay is stated as observed at $75/hr for this listing; rates vary by project, seniority assessment, and task type, and are not guaranteed. Expect an onboarding calibration round before paid production work begins.