Marketplace and program partnerships

Bring Pukot the work that needs human judgment.

Pukot is designed for task owners, marketplaces, research programs and platforms that need a structured human-judgment layer without requiring access to our internal contributor operations.

Partner fit
AI / ML evaluation programs
Data and annotation marketplaces
Forecasting / benchmarking programs
Research and custom task pipelines
Availability and integration path are scoped per partner.

What a partnership can look like.

Project sourcing

Route suitable human-judgment or evaluation projects to Pukot under a defined commercial scope.

Program execution

Pukot can structure task design, contributor routing, quality controls and output packaging around the project.

Structured delivery

Deliver project-level data and provenance without exposing unnecessary contributor identities, recruitment channels or internal economics.

Buy the outcome, not our internal operating model.

A partner should be able to buy a defined outcome and inspect the evidence that matters to the work. Our internal contributor network, sourcing methods and economics remain confidential unless disclosure is legally or contractually required.