Expert data for AI. Reliable software for business.
A remote-first team of skilled professionals helping AI teams build better models, and helping businesses turn ideas into dependable products.
Frontier engineering & data annotation
Our core focus. Expert-led labeling across text, code and other formats, handled by people with real subject knowledge.
- Labeling across text, code and other formats
- Domain-specific, technical tasks that need genuine expertise
- Accuracy ahead of speed, because data quality decides model quality
- Remote experts who work in your timezone and workflow
Why expertise matters
Generalist labeling breaks down on technical work. We match tasks to people who understand the subject, so labels reflect what is actually correct, not what merely looks right.
Review, evaluation & QA
Independent review of AI outputs, so you can see how a model really performs.
- Review of model outputs by qualified experts
- Evaluation against criteria that fit your use case
- Quality assurance on data before it reaches your pipeline
- Clear, regular reporting with no surprises
Quality is a process
Every deliverable goes through review before it reaches you. We would rather take longer and get it right than hand over data you can’t rely on.
Digital products, idea to launch
We design and build the software your business runs on, and automate the work that slows your team down.
- Websites that look professional and load fast
- Web applications and custom software
- Automation that saves your team time
- Regular updates from first sketch to launch
What we build
Let’s build what’s next.
Tell us about your AI data needs or the product you have in mind. We’ll reply with a clear scope, a timeline and no surprises.
Get in touch