AI Data & Evaluation

Data collection and sourcing Consent-led multimodal collection. Dataset licensing Rights-cleared datasets, ready to license. Annotation and curation Labelling, review and adjudication. Model and agent evaluation Human evaluation and regression testing. Explore AI Data & Evaluation Create, source and evaluate the data your AI depends on.

AI Implementation

Discovery and architecture Scope the use case and the system design. RAG and knowledge systems Retrieval over your own knowledge. Agents and workflow automation Agents and automation in production. Private and enterprise deployment Private, controlled deployment. Explore AI Implementation Turn a defined AI use case into a system you can operate.

Delivery

Connected Delivery Data, evaluation and implementation under one structure. Pilots Validate the delivery method before scale.

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AI Data & Evaluation

Speech & Audio Data Multilingual speech, acoustic environments and voice data. Image, 3D & Sensor Data Images, documents, multi-view data, LiDAR and sensor fusion. Video, Physical AI & Robotics Data On-camera, conversational, egocentric and robotics data. Dataset Licensing & Sourcing Rights-cleared datasets, bespoke sourcing and acquisition. Annotation & Data Production Ontology design, labelling, review and model-ready delivery. Model & Agent Evaluation Human evaluation, multilingual testing and failure analysis.

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Operating conditions

AI Companies & Model Developers Training data, preference data and evaluation loops. Automotive & Mobility In-cabin speech, perception, video and sensor data. Financial Services Document AI, knowledge systems and traceability. Healthcare & Life Sciences Specialist data, domain review and privacy-sensitive work. Industrial & Energy Field data, operational workflows and integration. Public Sector Controlled data operations and reviewable AI systems.

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Company

About YPAI Company, mission, operating model and delivery history. Partnerships Commercial, technology and delivery collaboration. AI Blog Research, technical perspectives and company updates. Contact Projects, partnerships, procurement and general enquiries.

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YPAI / INSIGHTS

PUBLICATION ARCHIVE / PAGE 4 OF 4

Insights archive

Public articles across data engineering, compliance, agentic AI, and infrastructure.

06 MAR 2026 Norwegian Dialect Speech Recognition Accuracy DATA ENGINEERING 06 MAR 2026 Audio Annotation Pipeline for Speech Data Labeling DATA ENGINEERING 06 MAR 2026 Voice Command Datasets for Automotive NLU Training DATA ENGINEERING 06 MAR 2026 Automotive Voice Data: In-Cabin AI Requirements DATA ENGINEERING 06 MAR 2026 Beyond Whisper: Custom Speech Data for Low-Resource ASR DATA ENGINEERING 06 MAR 2026 EU AI Act High-Risk AI Training Data Requirements COMPLIANCE & REGULATION 06 MAR 2026 GDPR Compliant Speech Data Collection in Europe COMPLIANCE & REGULATION 06 MAR 2026 Multilingual Voice Dataset for Nordic ASR Training DATA ENGINEERING 06 MAR 2026 Speech Corpus Collection Services for Enterprise ASR DATA ENGINEERING 06 MAR 2026 Transcription Quality Benchmarks for LLM STT Training DATA ENGINEERING 17 DEC 2025 CTO's Guide to Sovereign AI: Architecture & Costs SOVEREIGN INFRASTRUCTURE 16 DEC 2025 EU AI Act Article 10: Data Governance Checklist COMPLIANCE & REGULATION