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Custom Datasets

We Build the Data
Your Model Needs

When catalog datasets are not enough, we build custom. Any domain, any annotation schema, any compliance requirement, any scale.

Custom Offerings

Four Ways We Build Custom

🌏
Bespoke Data Capture
Custom data capture programs for environments that do not exist in our standard catalog. Field teams, specialized equipment, lab environments, or digital instrumentation. We have run capture programs in hospitals, factory floors, city streets, and specialized environments.
📋
Custom Annotation Schema
Your model may need annotations that do not map to any standard taxonomy. We design custom annotation schemas, build the tooling to support them, recruit and train the right annotator profile, and execute at whatever scale you need.
🔒
Domain-Specific Compliance
Some industries have compliance requirements beyond GDPR and HIPAA. We have compliance engineers who specialize in vertical-specific data governance and can design a framework that meets your specific regulatory environment.
📈
Ongoing Data Programs
We design ongoing data programs with regular delivery cycles, continuous quality monitoring, and adaptive collection strategies that evolve with your model's capability level and the edge cases it encounters in production.

Process

From Brief to Delivery

Week 1
💬
Scoping Call
We understand your model, architecture, current data situation, and what success looks like.
Week 1-2
📄
Data Brief
Structured data brief: sources, schema, scale, timeline, compliance plan. You sign off before we start.
Week 2-6
Capture & Annotation
Data capture and expert annotation with weekly milestone deliveries. You review samples at each milestone.
Final Week
🚀
QA & Delivery
Full QA pass, compliance processing, and delivery with data cards, schema docs, and audit documentation.

Tell Us What You Need to Build

Most custom projects start with a 30-minute scoping call.

Start Custom Project →