Audio Recording Programs
Speech samples collected from demographically diverse speakers across target languages and dialects. Read speech, spontaneous speech, and task-prompted utterances. Metadata includes age, gender, region, and dialect tags.
Use Case
Data Collection
Programs
When training data doesn't exist in public datasets, you have to collect it. Fuzu Atlas runs structured data collection programs — audio recordings, image capture, survey datasets, and behavioural data — ethically sourced with full consent and provenance documentation.
Collection Types
What Fuzu Atlas collects — and how
All collection programs operate under explicit participant consent, transparent data use disclosure, fair compensation, and documented provenance for every sample.
Image & Video Capture
Structured image and video collection for computer vision training: faces, gestures, objects, environments, and actions. Capture briefs designed to hit distribution gaps in existing public datasets.
Survey & Preference Datasets
Structured surveys collecting opinions, preferences, and judgements across demographic segments. Used for preference dataset creation, cultural values research, and bias measurement studies.
Human-Computer Interaction Data
Behavioural data from participants completing defined tasks — UI interactions, search behaviour, and conversational turns. Consent-documented with full session metadata.
Written Text Collection
Prompted writing tasks across language, register, and domain. Creative, instructional, conversational, and professional writing samples. Useful for SFT dataset creation and writing style diversity.
Demographic-Targeted Recruitment
When your dataset needs specific demographic representation — age bands, professions, geographies, or language backgrounds — Fuzu Atlas recruits to specification from its 3M+ talent pool.
Ethical data collection is not optional
Data provenance and consent practices are under increasing regulatory and reputational scrutiny. Fuzu Intelligence Layer's collection programs are built for audit from day one.
Explicit informed consent
Every participant receives a plain-language description of data use before collection. Opt-out at any point.
Fair compensation
All collection participants paid at or above local market rates. No extractive micro-task pay structures.
Provenance documentation
Every sample includes consent record, collection date, participant profile metadata, and collection protocol version.
GDPR-aligned practices
Data handling practices aligned with EU GDPR. Finnish HQ operating under EU data protection framework.
Related solutions & industries
Need data that doesn't exist yet?
Define the collection parameters — language, modality, demographics, and scale — and we'll design the program.