We manage the human layer of your AI workflow
Sourcing contributors, qualifying them for the task, and keeping quality consistent as a project scales is its own job. We run that layer so your team can stay focused on the model.
What We Manage
The operational work of running a contributor-based workflow, end to end.
Contributor Sourcing
Finding contributors with the background and language skills your project needs.
Qualification & Onboarding
Screening and training contributors against the specific standards of your task.
Workflow Implementation
Setting up the tooling, task instructions, and review steps a project actually runs on.
Quality Assurance
Multi-stage review with defined escalation paths for edge cases and disagreement.
Progress Reporting
Regular visibility into throughput, quality metrics, and open issues.
Flexible Scaling
Growing or adjusting contributor capacity as your project's scope changes.
Ready to Hand Off the Operational Layer?
Tell us about your current workflow, and we'll show you what managed operations would look like.