Ways to work together
Pick the engagement that fits the problem.
Six models cover everything from a licensed pack to a staffed, continuous operation. Each lists what it fits, the scope, its boundary and how it is billed.
Standard Dataset License
You need proven data now and can work from licensable inventory.
Scope · Select fixed tasks, fields and versions from licensable inventory; delivered for agreed purposes and license scope.
Boundary · Licensable scope, volume and update frequency are governed by the specific inventory.
Dataset / task pack / license scope
Semi-Custom Data Pack
Existing data fits, but you need it filtered and shaped to your pipeline.
Scope · Filter available data by scene, object, language or segment; add specified labels, splits or format conversion.
Boundary · Built on available inventory; new capture is out of scope for this model.
License fee + filtering / processing fee
Fully Custom Collection
You need new tasks, scenes, devices or protocols captured from scratch.
Scope · Capture new tasks, scenes, devices and protocols; includes design, deployment, capture, annotation and acceptance.
Boundary · Configuration and acceptance defined per project before batch production.
Project / milestone; qualified participants, hours, clips or episodes
Dedicated or Exclusive Program
You require exclusivity over a task, domain or dataset.
Scope · Define exclusivity by task, domain, term or customer; set reuse boundaries for original and derived data.
Boundary · Reuse of original and derived data is bounded by the agreed exclusivity scope.
Dedicated project fee + exclusivity-scope fee
Continuous Data Service
You need a recurring pipeline that keeps improving after deployment.
Scope · Periodic new collection, log feedback, failure recapture, updates and continuous evaluation.
Boundary · Reserved capacity and delivered volume are agreed per period.
Monthly service / reserved capacity + delivered volume
Managed Team & Experts
You want a staffed team operating your data workflow under your direction.
Scope · Dedicated or shared operators, annotators, experts and project management, staffed by task complexity.
Boundary · Team composition and permission scope are specified per project.
Team-month / expert hours / accepted output
The project path
From requirements to ongoing operation.
- 01Requirements & sample review
- 02Specification & quotation
- 03Small pilot
- 04Adjustment based on results
- 05Batch delivery & acceptance
- 06Updates or ongoing operation
What we scope with you
Six dimensions that turn a goal into a specification.
Model & goal
Training / fine-tuning / evaluation stage, task list, model interface, application and success criteria.
Source & modality
New or existing; real robot / human demonstration / simulation; images, video, audio, state/action and sensors.
Scale & coverage
Independent participants, tasks, objects and scenes; valid hours, clips or episodes; long-tail and failure ratio.
Technical & labels
Resolution, frequency, synchronization, coordinates, control definitions; label ontology, precision, language, fields and format.
Usage & delivery
Permitted use, exclusivity scope, delivery location/method, schedule, batches, update frequency and versioning.
Acceptance & settlement
Valid-sample definition, sampling plan, quality thresholds, rework/recapture rules, acceptance cycle and billing unit.
Start an inquiry
Tell us the goal. We will propose a pilot.
Step one takes a minute. Add detailed scoping if you already know your tasks, scale and formats — it makes the first quotation sharper. Product codes and the engagement model you arrived with are carried in automatically.