Careerflow Human Data Labs partners with AI companies to bring real-world professional expertise into their products.

We are working with an AI research organization that is building systems capable of handling long, multi-step professional work. To do that well, those systems need to learn from how expert practitioners actually operate, not from generic online content.

What you will do:

• Choose one recurring task from your own work that spans days to months for example, taking a client from first inquiry through a fully booked multi-leg itinerary and post-trip follow-up)

• Complete a structured online form documenting that task end to end, at a level of detail where someone who has never done the job could follow it

• Cover the specifics: exact thresholds, scoring criteria, escalation paths, message channels, tool access, failure modes

• This is expected to take approximately 10 hours of total time and can be completed in multiple sittings.

• If you do well, you may be extended to provide multiple such submissions.

Requirements

• 3+ years as a travel advisor or agent with your own client book, independent or host agency affiliated

• Currently or recently practising

• Experience serving US clients or the US market

• Comfortable writing at length and being precise about timing and rules

• Available for 8-12 hours of focused work over a 7-10 day window

Process

The entire process is intended to be quick and simple, taking less than an hour or two of your time, with quick results.

• You will need to go through an AI-driven interview (10-15 minutes) explaining your general background

• You will need to perform a small assessment that mimics the actual work (~30 minutes)

• Final review by in-house team

Company: Careerflow Human Data Labs

Type: Part-time contract (1099), fully remote (US)

Location: United States only

Commitment: 10-20 hours/week (flexible scheduling, weekends okay)

Compensation: $50 - 80 / hr (depending on experience)

Start date: Immediate