AI Data & Model Intelligence
Data Collection
When existing data does not represent the situations your model will face, new data must be collected. We plan collection programs around coverage goals, consent requirements and the demographic or linguistic diversity your use case requires.
Challenges
What we help solve
- Gaps in language, accent or domain coverage
- Unclear consent and provenance of third-party data
- Long lead times for specialist data
- Balancing volume against diversity
Capabilities
Purpose-built datasets sourced responsibly for your model's real use cases.
Text and dialogue
Prompt writing, conversation scripting and domain-specific text generation by vetted contributors.
Speech and audio
Scripted and spontaneous speech across languages, environments and recording conditions.
Image and video
Capture programs designed around scenario lists, devices and coverage matrices.
Provenance records
Consent and source documentation maintained alongside every delivered asset.
Delivery approach
How the work runs
- 1Discover
- 2Define
- 3Design
- 4Build
- 5Validate
- 6Deliver
- 7Improve
Deliverables
What you receive
- Coverage plan
- Collected raw and processed data
- Consent and provenance documentation
- Collection summary report