About

Building dependable human infrastructure for AI.

Datatonin is an emerging AI data operations company focused on the human side of machine learning. We organize annotation and quality-review workflows around clear standards to help AI teams turn raw data into structured, usable datasets.

Human-powered data infrastructure for AI.

High-quality annotation, validation, and human-in-the-loop data operations for AI systems — structured around your guidelines, tools, formats, and delivery requirements.

transform

Principles

What we hold constant.

PRECISION

Labels that hold up to inspection, defined by explicit rules rather than habit.

CONSISTENCY

The same interpretation applied across annotators, batches, and time.

SCALABILITY

Capacity and process that extend from a pilot batch to production volume.

Have a dataset that needs human intelligence?

Start with a controlled pilot and build toward production-scale data operations.