Fueling the Next Era of AI.
Human expertise, at the speed of intelligence. We help AI labs and enterprises procure, evaluate, and moderate the datasets their models are trained and tested on.
What we do
The data layer behind frontier models.
Three tightly integrated services that turn raw human expertise into production-grade signal for training and evaluation.
Task coverage
Benchmarks and task types we staff, end to end.
Whether you need long-horizon agentic tasks, code-repair benchmarks, or multimodal QA, our teams design and staff the pipeline end to end.
Why Auptonix
Precision that compounds across every batch.
Domain-vetted experts
Not generalist crowdworkers, but qualified specialists screened for the subject matter.
Benchmark-grade rigor
Pipelines modeled on the standards used by leading eval suites.
Secure by default
NDA-first engagements, access controls, and audit trails on every project.
Flexible scale
From small pilot batches to large multi-thousand-task datasets.
Ready to scope a project?
Tell us about your data or evaluation needs and we'll put together a proposal.