Real-world data for AI development
You build the intelligence.We capture the worldit learns from.
We design and run data collection for AI teams, from speech and device studies to expert work, human activity, and agent learning.
Track record
Our data trains and evaluates models at some of the world’s largest technology companies.
End clients stay confidential. References under NDA.
- 1,000+
- participants coordinated across 3 countries in about three months
- 17
- countries with collection project experience
- 300,000+
- hours of egocentric video available through a collection partner
- HK
- Hong Kong office, with a US partner for international projects
What we collect
Specific requirements.
Purpose-built data.
Speech & conversation
- Dialects & accents
- Paired conversations
- Recording conditions
Device & environment data
- Smartphone studies
- Device-specific capture
- Cabin interactions
Expert demonstrations
- Scientific problem-solving
- Professional workflows
- Expert review
Agent trajectories & RL environments
- Action & tool-use traces
- Real business workflows
- RL environment packages
Selected work
Recent programs.
Vehicle and bus cabin collection
Planned collection for vehicle and bus cabin settings.
Being organizedOur global experience
Global reach.
Local understanding.
Local relationships and coordination across languages, participant groups, and collection requirements.
Hong Kong office. US partner: Edventure Media LLC. Experience built through local relationships. Every new collection is scoped around the brief.
Map: Natural EarthHow we work
From brief
to accepted delivery.
- Documented consent from every participant
- De-identified delivery where the scope allows
- A pilot and acceptance criteria before scale
- Written data terms for every project
Define the requirement.
Capability, participants, settings, and acceptance criteria.
Design and pilot.
Protocol, first cohort, and a sample validated with your team.
Run the collection.
People, locations, equipment, and local execution.
Validate and prepare.
Checked against your specification, annotated, and formatted.
Deliver and refine.
Accepted batches, closed gaps, and repeat collection.
Start a conversation
What does your model
need to learn?
Send a short brief. We reply with questions or a call slot, then scope a pilot.
Send a briefhello@bracketbridge.com