Data Services By Modality
Text Data
Collection, cleaning, classification and annotation for NLP and LLM training.
Speech Data
Conversational, clinical and domain speech collection, transcription and diarization.
Video & Image Data
Object detection, scene recognition, video transcription and localization annotation.
Maps & Geospatial
Satellite and aerial imagery annotation - land use, change detection, feature extraction.
Sensor Data
Motion, inertial and environmental sensor data collection and multi-sensor fusion labeling.
Specialized Clinical & Healthcare Data
Healthcare data carries different consent, de-identification and domain-review requirements than general-purpose data. See Healthcare Data Collection for the dedicated service.
Model Training, Deployment & Evaluation
Data is the foundation; Hybrid Lynx also supports the model work built on top of it. See the full Services overview for custom model training, LLM fine-tuning, AI agent development and evaluation systems.
Data Services Questions
How do I choose which data modality I need?
Match it to your model's input: text for NLP/LLM work, speech for audio/voice models, video/image for computer vision, maps for geospatial models, sensor for robotics or IoT. Many projects combine more than one modality - share your project on the contact page for help scoping it.
Does Hybrid Lynx supply the raw data itself?
For most modalities, Hybrid Lynx collects or sources data to a project's specification. For satellite/geospatial imagery specifically, the client typically supplies or licenses the source imagery - Hybrid Lynx provides the annotation and quality review layer.
What languages are covered for text and speech data?
Major world languages and a number of lower-resource languages, sourced natively rather than through machine translation - scope depends on the project.
Is healthcare data handled differently from general data?
Yes. Healthcare data carries consent, de-identification and domain-review requirements the other modalities don't - see the dedicated Healthcare Data Collection service.