Solutions / Custom Data Collection
Custom data collection at scale
One dataset specification, run across contributors, teams and countries.
We combine distributed contributors, controlled production and content licensing to collect the data your model needs — with rights, metadata and QA built into the pipeline.
What we produce
Every dataset is designed around your model's requirements and delivered with metadata, QA and rights in place.
Data
- 01
Distributed contributors
People collecting data in their own homes, cities and workplaces.
- 02
Controlled production
Crews and studios for scenarios that need a set and a protocol.
- 03
Global teams
Local producers running the same spec across countries.
- 04
Content licensing
Existing content sourced and licensed when it is faster.
- 05
Rights management
Releases and usage terms that allow commercial training.
- 06
Metadata & annotation
Your schema applied consistently across every source.
How we scale it
- 07
Pilot first
A sample batch reviewed with your team before volume.
- 08
Recruitment
Contributors and performers selected for the diversity you need.
- 09
Repeatable pipeline
The same protocol, tools and checks in every location.
- 10
QA & delivery
Validation, documentation and delivery in your format.
Our process
- 01
Requirements
Define the model task, target behaviors, constraints and success criteria.
- 02
Specification
Translate project requirements into scenarios, capture parameters, metadata structure, deliverables and QA criteria.
- 03
Pilot
Produce a small sample batch, review it with your team, and lock the spec before scaling up.
- 04
Production
Produce, collect or source the data with the required metadata, rights and releases in place.
- 05
QA
Review samples, fix inconsistencies, and validate metadata, structure and annotations where required.
- 06
Delivery
Hand over a clean, documented, rights-ready dataset in your preferred format.
- 07
Scale
Grow volume, locations and variations on the same pipeline as your model needs more data.
Why Kvet
Built around your requirements
Every project is built around the specific data, environments, actions and capture conditions required.
Production-first
We organize the participants, environments, interactions and capture setups required to produce data that does not already exist.
Multiple production models
Controlled production, distributed collection and content sourcing can be used independently or combined within one project.
Visual and technical depth
Image and video production, egocentric and multi-camera capture, RGB-D, creative workflows, 3D, VFX and multimodal data within one production ecosystem.
From pilot to scale
Validate the approach with a focused pilot, then scale across participants, locations and countries.
Structured delivery
Rights, releases, metadata, QA and technical requirements are integrated into the production pipeline.
