For AI teams
License the data real agents are missing.
Sureform sources permissioned enterprise and physical-work data, prepares it around your model objective, and delivers documented assets for training, evaluation, and reinforcement learning.
Product formats
Buy the level of structure your training loop needs.
A source corpus, task collection, and runnable world solve different problems. We design the delivery around the intended model behavior and evaluation method.
Enterprise workflow datasets
Licensed, de-identified records that preserve how decisions and outputs connect across real tools.
Task and trajectory collections
Expert-calibrated assignments, demonstrations, outcomes, and scoring criteria grounded in actual work.
RL environments
Runnable enterprise worlds with seeded state, tools, reset logic, tasks, and verifiable rewards.
Egocentric physical-work data
Consented worker point-of-view sequences with task context, actions, equipment, and outcomes.
Delivery 04-27
Enterprise operations environment
runtime/
Seeded tools and state
tasks/
Selected task definitions
verifiers/
Isolated scoring package
docs/
Data card and provenance
manifest.json
Versions and checksums
Buyer process
Evaluate privately. Specify precisely. Receive a governed asset.
Brief
Define domain, task, modality, scale, rights, evaluation objective, and timing.
Match
Review anonymized descriptions, schemas, coverage, and provenance under confidentiality.
Specify
Align formats, tools, labels, task structure, verifier boundaries, and acceptance criteria.
Deliver
Receive a versioned, documented asset through the agreed secure channel.
Buyer materials
Enough information to evaluate without exposing the source.
Pre-purchase access is controlled and purpose-limited. Samples are for diligence unless separate training rights are agreed.
Start a buyer conversation
Tell us what the model needs to learn.
Share the target domain and data specification at a high level. We will respond with fit, available paths, and the right confidentiality process.
Have a sourcing problem that does not fit a catalog?
We can design a targeted company partnership or consented collection program around a concrete model need.