Most of what we know was never written down.
Synthsis Labs is an AI data infrastructure lab. We record how skilled people actually work, with their consent, so machines can learn from it.
We’re building toward machines that understand the world as well as they understand our words.
It starts with recording real work, fairly and completely, for the labs building them.
Four kinds of knowledge, recorded where they live.
- BehaviorHow work actually gets done on a screen.Human behavioral data
- SkillHands, tools and materials, recorded on the job.Physical and embodied data
- JudgmentThe reasoning of people who do it for a living.Reinforcement learning data
- PerceptionWhat a specialist sees in a scan, and why.Medical imaging data
Real work, ready to learn from.
Browse the kinds of data we record, or ask us to collect what your model needs.
- Skill
Textile and garment production
egocentric video, hand pose, process steps
- Behavior
Spreadsheet and finance workflows
screen video, input events, outcomes
- Judgment
Science preference pairs
preference pairs, rationales, error notes
- Perception
CT reads with reasoning
DICOM, reads, differentials
- Behavior
Software engineering sessions
editor events, terminal, commits
Every dataset ships with a complete record of where it came from.
The knowledge lives with the people who do the work.
Factories, hospitals, firms and expert networks hold what the next models need. We record it with you, carry the consent and privacy work, and share what it earns.
- Factories and tradesProduction lines, workshops and field crews.
- Hospitals and clinicsImaging, reads and the decisions around them.
- Professional firmsFinance, legal, design and engineering teams at work.
- Expert networksUniversities, societies and practices.