AI Data & Model Intelligence
AI Data Services
Model quality is bounded by data quality. Exoticaly designs and operates data programs that cover sourcing, preparation, annotation, review and delivery, with quality controls built into every step rather than added at the end.
Challenges
What we help solve
- Inconsistent labels across annotators and batches
- Limited visibility into how datasets are produced
- Difficulty scaling specialist and multilingual work
- Data handling requirements that general vendors cannot meet
Capabilities
End-to-end data programs for training, fine-tuning and evaluating AI systems.
Program design
Taxonomies, guidelines, sampling plans and acceptance criteria defined with your research team.
Multimodal annotation
Text, image, audio, speech and video workflows run in a single governed process.
Layered quality review
Gold tasks, consensus checks and expert adjudication to measure and improve agreement.
Dataset delivery
Versioned, documented datasets delivered in the formats your pipelines expect.
Delivery approach
How the work runs
- 1Discover
- 2Define
- 3Design
- 4Build
- 5Validate
- 6Deliver
- 7Improve
Deliverables
What you receive
- Annotation guidelines and taxonomy
- Quality plan and agreement metrics
- Versioned datasets with documentation
- Program reports