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 2 OF 4

Insights archive

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

07 MAR 2026 Audio-to-Text Transcription: Tools, APIs, Workflow DATA ENGINEERING 07 MAR 2026 Build vs. Buy Voice Training Data for Enterprise ASR DATA ENGINEERING 07 MAR 2026 Contact Center Voice AI: Training Data Procurement DATA ENGINEERING 07 MAR 2026 Data Collection Companies for AI Training DATA ENGINEERING 07 MAR 2026 EU AI Act Article 10: Engineering Checklist for ML Teams COMPLIANCE & REGULATION 07 MAR 2026 EU AI Act Article 10: What Vendors Must Prove to Buyers COMPLIANCE & REGULATION 07 MAR 2026 Data Residency vs Sovereignty: Why GDPR Is Not Enough COMPLIANCE & REGULATION 07 MAR 2026 GDPR and AI: Enterprise compliance requirements COMPLIANCE & REGULATION 07 MAR 2026 GDPR Privacy Notices for AI: Requirements Guide COMPLIANCE & REGULATION 07 MAR 2026 German Dialect ASR: Enterprise Training Data Requirements DATA ENGINEERING 07 MAR 2026 Healthcare Voice AI: Clinical ASR Training Data Requirements COMPLIANCE & REGULATION 07 MAR 2026 Multilingual Speech Data for EU Enterprise DATA ENGINEERING