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Trusted across the industries where data is hardest.

io-ai delivers data for safety-critical, sensor-heavy and frontier-AI workloads: domains that demand trained experts, not anonymous crowds.

Perception data with defect and edge-case rigor.

Runway labeling to a safety-critical bar.

Action data & egocentric capture.

EO/IR detection in degraded visibility.

Calibrated evaluation & RLHF at scale.

Defect vs. artifact, at volume.

Let's talk

Tell us what you're building.

Send us your data challenge and we'll scope a pilot, usually within a couple of working days.