YPAI manufactures the multimodal training and evaluation data that exposes domain shift before it ships, with consent and provenance artifacts your conformity review can read. Built in Norway, on EEA infrastructure, outside US cloud jurisdiction.
Project experience across
automotive, speech, and enterprise data
GDPR-EEA · EU AI Act Art. 10 · Norwegian AS
THE PRODUCTION GAP
Standard training data fails when deployment conditions diverge from collection conditions. We manufacture data products that anticipate and cover this gap.
Models trained on clean inputs degrade when microphones, cameras, lighting, acoustics, and workflows change in production. We build datasets that expose and cover this variance before deployment.
Cross-device and cross-environment coverage
Real users differ from benchmark speakers. We capture demographic, dialectal, and behavioral diversity.
Consent-verified participant pools
Some deployments cannot use public data. We manufacture first-party datasets with audit trails.
Governance artifacts delivered
Standard benchmarks mask production failure modes. We design evaluation sets that reflect your actual operating conditions, not sanitized lab environments.
Domain-shift benchmarks
MODALITIES WE COVER
We collect and build any AI training data your deployment needs. These named modalities are where we run deepest, with audio and speech as the flagship.
FLAGSHIP MODALITY
European multi-dialect speech capture at 48kHz and 24-bit across 50+ dialects and 150+ languages, including in-cabin, far-field, code-switching, and noisy real-world acoustic conditions, with GDPR Article 7 consent.
Explore speech dataWorking with a modality not listed here? We design custom collection protocols across data types. Scope a project
MODALITY COVERAGE
Audio, image, video, LiDAR and sensor, and text and evaluation data, captured first-party under controlled variability with verified consent under GDPR Article 7 and the provenance record EU AI Act Article 10 expects.
Multi-dialect speech recorded in the conditions that break production models: in-vehicle noise, reverberant rooms, far-field pickup, accented and emotional speech. Captured at 48 kHz / 24-bit across 50+ dialects and 150+ languages, 100% human-reviewed.
48 kHz / 24-bit, 150+ languages
Video captured first-party for tasks that depend on motion and sequence: driver monitoring, gesture and body-pose, action over time, and multi-camera synchronization with documented scene variability.
Proprietary capture platform
First-party image capture spanning lighting, viewpoint, device, and demographic variation, delivered with bounding-box, segmentation, keypoint, and polygon labels at the schema your model expects.
Capture plus pixel-level labels
LiDAR, radar, and multi-sensor data with calibration-verified alignment for ADAS, robotics, and spatial AI: 3D cuboids, per-point segmentation, and time-synced sensor fusion.
Spatial and sensor-fusion ready
Text and parallel-corpus data across 38+ language pairs, plus the evaluation sets that catch failure before deployment: preference data, red-team prompts, and human grading by native speakers.
150+ languages, human-graded
DATA PRODUCTS
Each engagement produces a defined data product: coverage specification, collection execution, delivery formats, and optional evaluation sets.
Evaluation sets designed for domain shift reveal failure modes that standard benchmarks hide. We can build held-out test data that reflects your actual deployment conditions.
LANGUAGE COVERAGE
Each mark is one language we have collected and human-reviewed. The four Nordic anchors plus English are production speech capabilities.
50+ countries · 38+ MTPE language pairs · 100% human QA coverage
INDUSTRIES WE SERVE
EEA-resident speech and imaging pipelines for clinical workflows. Radiologist-vetted annotation, consent-verified participant pools.
Self-hosted, no third-party US cloud
In-cabin voice, multilingual driver interaction, sensor-fused datasets for ADAS validation under cross-environment capture.
Multi-device, cross-condition coverage
Multilingual learning content, accent coverage, accessibility datasets for K-12 and higher-ed applications.
Nordic and European language breadth
Defect detection, robotic-arm telemetry, manufacturing-floor edge cases. Sensor and vision multi-modal pipelines.
Cross-sensor labelling on self-hosted CVAT
PROCUREMENT-READY DOCUMENTATION
EEA jurisdiction with documented Article 6 / 7 / 9 lawful basis, Articles 12 to 23 data subject rights workflow, Article 28 standard processor terms. SCCs available for non-EEA recipients. Withdrawal workflow with audit trail.
View documentPer-contributor documented consent, not platform-ToS consent. Captured at recording or annotation time with version-controlled consent forms. Withdrawal triggers downstream erasure within 30 days.
View documentThe full 150+ language inventory with vetted contributor counts per language, dialect coverage, and minimum-utterance availability. Used by procurement teams checking language SLA achievability.
View documentThe umbrella page for the speech-data product family. EU AI Act readiness, DPA template, residency, retention SLA and audit-trail policies are organised here. YPAI supplies the data-governance evidence under Article 10; it does not certify your AI system as compliant. Procurement teams typically start here, then deep-link to specific documents.
View documentENGAGEMENT PROCESS
GDPR Article 7 · EU AI Act Article 10 · DPA included
GOVERNANCE
We can deliver documentation aligned to your risk profile: consent records, provenance logs, demographic breakdowns, QA audit trails, and data processing agreements. Format and depth depend on your compliance requirements.
Yes. We support consent-based collection, legitimate interest frameworks, and contractual necessity depending on jurisdiction and use case. Legal basis is documented per-sample.
Primary operations are EU-based (Norway). We can arrange US residency or on-premise delivery for restricted deployments. Residency requirements are defined in the project scope.
Consent is collected through our platform with clear disclosure of data use, retention, and rights. Participants can withdraw, and we support downstream anonymization or deletion requirements.
Yes. We routinely sign DPAs and can operate under client-provided agreements where feasible. Standard Contractual Clauses (SCCs) are available for cross-border transfers.
We will define the data product required for your deployment context and constraints.
If YPAI is not the right fit, we will say so directly.
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