FREELANCE PRODUCT DESIGNER — HUMAN REVIEW INTERFACES FOR AI AGENTS
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Fieldreason builds AI systems for multi-site operators, deployed inside the client's own environment. Our current build is for an operator of sites that are hard to reach and heavily regulated: agents propose resupply orders, match products across local catalogues and check what can be shipped where. A person confirms every proposal before anything is written to the client's systems.
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Job Description
Fieldreason builds AI systems for multi-site operators, deployed inside the client's own environment. Our current build is for an operator of sites that are hard to reach and heavily regulated: agents propose resupply orders, match products across local catalogues and check what can be shipped where. A person confirms every proposal before anything is written to the client's systems.
The whole project depends on one screen: the one where an operator reviews what the AI proposes. If reviewing takes longer than their spreadsheet, nobody will use it.
What you would do- Design the operator review flow: what to show, what to hide, how to approve, correct or reject a proposal in seconds
- Make the AI's confidence and reasoning readable without making it noisy
- Work with us on the evaluation criteria behind the screen: what a good proposal is, which errors are acceptable
- Test with real users (remote, English-speaking operations staff)
- You have shipped an interface where people review, correct xuezdbg or approve the output of one or several AI models, in production
- B2B or operations tools rather than consumer apps
- Comfortable in English with international users
- Freelance, part-time, Paris or remote
- Start: Q4 2026, subject to project launch
- Day rate: discussed at first call
- Contract Type: Freelance
- Location: Paris
- Possible partial remote
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