Synthsis Labs · Real-world data infrastructure
The world's best models need data nobody else can collect.
Artificial intelligence needs to know how real-world work actually gets done, in real environments. Not described. Not simulated. We partner where it happens: production floors, hospitals, professional networks.
01 / What we do
We make the real world trainable.
Partnered directly, at scale: production floors, professional networks, healthcare. Real-world work is already happening in these real environments every day. We stand inside it, capture it exactly as performed, and make it trainable.
Source
We hold signed collection agreements with the facilities themselves.
Prepare
Clean, anonymize, annotate, and quality-check.
License
Documented provenance and permitted-use terms.
Sessions collected to date
35,000+
5
FACTORIES UNDER CONTRACT
50,000+
CONSENTED WORKERS
35,000+
PHYSICIAN NETWORK
02 / Our solutions
Four solutions. One standard.
Human behavioral data.
01 · CAPTURE
Screen recordings, keystrokes, decisions, and task outcomes from real professional workflows on consented corporate seats. Built for computer-use agents.
Physical & embodied data.
02 · EMBODIED
First-person video, motion, and process data from working factory floors and skilled trades. For robotics foundation models and world models.
Reinforcement learning data.
03 · EXPERT
PhD physicists, physicians, lawyers, engineers, and accountants producing preference data, rubrics, and expert evaluations for post-training.
Medical imaging data.
04 · CLINICAL
De-identified imaging paired with the physician's reasoning: impressions, differentials, and decisions at the time of read.
03 / How we do it
From source to trainable data.
01
Identify
Find valuable data and workflows.
02
Verify
Confirm ownership, consent, rights, availability.
03
Collect
Capture or securely ingest the data.
04
Prepare
Clean, anonymize, structure, annotate, review.
05
Document
Record provenance, metadata, quality, limits.
06
Deliver
Package and license the data securely.
04 / Privacy
Collected with consent. Delivered without identity.
Every worker, clinician, and expert in our pipelines opts in and is compensated. Every dataset is de-identified, checked, and licensed with explicit permitted-use terms before it leaves our infrastructure.
01
Consent first
Opt-in participation, compensated, revocable. No capture without a signed agreement.
02
De-identification
PII and PHI removed and verified twice: automated screens plus human review.
03
Clear rights
Permitted-use, exclusivity, and sublicensing terms defined per package.
04
Auditable chain
Every transformation logged. Full provenance ships with the data.
Get in touch
The data your model needs may already exist.
Inside a workflow. Inside a facility. Inside the work people perform every day. We make it trainable.