Kili Technology is a data annotation platform designed to build high-quality, trustworthy datasets for training, fine-tuning, and evaluating AI models. It offers scalable and secure collaborative data workflows suitable for various data types, including video, image, NLP text, OCR, and geospatial imagery.
Key features:
- Annotation Toolset: A complete toolset for annotation, curation, and iteration, enabling users to train and iterate AI/ML models efficiently.
- Enterprise-Grade Security: Options for on-premise or cloud deployment with SOC2 Type II, ISO 27001, and HIPAA certifications.
- Collaboration at Scale: Tools to manage annotation teams from small agile groups to large-scale operations with defined roles.
- Data Type Support: Supports geospatial imagery, OCR & document layout analysis, natural language processing, image annotation, video annotation, and LLM & RAG evaluation.
- Workforce Management: Services to manage the entire data annotation lifecycle, including sourcing and training annotators.
Use Cases:
- Computer Vision: Annotate images and videos for object detection, segmentation, and classification tasks.
- Natural Language Processing: Annotate text for NER, classification, and sentiment analysis.
- Document Understanding: Extract data from unstructured documents using OCR and layout analysis.
- Geospatial Analysis: Annotate geospatial imagery for mapping and monitoring applications.
- LLM Evaluation: Build quality-focused RLHF workflows and evaluate RAG systems.
