Expert data for serious AI.
Annotation, generative-AI evaluation, and real-world data collection for vision, sensor and frontier models, delivered by a vetted team at over 98% accuracy.
vision · sensor · frontier
Official global vendor for Uber AI Solutions.
Data services for every stage of model building.
From pixel-level annotation to generative-AI evaluation and real-world collection: training and evaluation data your models can trust, at over 98% accuracy.
Image & Video Annotation
Polygon, box, segmentation, keypoint and video action labeling for vision models.
Sensor, 3D & EO/IR
Maritime EO/IR, safety-critical aviation, and sensor data labeled to spec.
Generative-AI Evaluation & RLHF
Aesthetic, prompt-fidelity, typography and anatomy evaluation for image and LLM teams.
Data Collection
Egocentric and physical-AI data, plus POI and multimodal field collection.
Content Moderation
Policy-driven moderation and data hygiene with auditable, reasoned decisions.
Dedicated Teams
A vetted, managed team for continuous or high-security programs.
The first-person data behind embodied AI.
Robots, wearables and AR models learn from the world as it's actually seen and done. io-ai collects and annotates egocentric (first-person), teleoperation and embodied-AI data: head- and wrist-mounted video, manipulation, and real-world tasks, a capability most data vendors don't offer.
- Head & wrist-mounted video
- Teleoperation
- Manipulation
- Real-world tasks
- Humanoids & AR
Synchronized head- and wrist-mounted video of real tasks: the exact first-person view a robot or wearable model learns from.
Trusted across the industries where data is hardest.
Safety-critical, sensor-heavy and frontier-AI workloads: domains that demand trained experts, not anonymous crowds.
Expert-managed, not anonymous crowd.
Every task runs through a multi-level pipeline with PII masked on every item and a rejection reason recorded on every task. That's how we hold >98% accuracy on work as exacting as runway labeling and subsea defect detection.
Proven on the hard stuff.
A client reaches named proof and a hard number in one click. Three of our launch case studies.
Safety-critical runway labeling for assisted-landing AI.
Maritime EO/IR object detection for autonomous vessels.
Generative-AI image evaluation for a frontier model lab.
Tell us what you're building.
Send us your data challenge and we'll scope a pilot, usually within a couple of working days.