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

AUTHOR ARCHIVE

YPAI Engineering

All articles by this author. Role: AI Data Infrastructure Team.

24 JUL 2026 Data Annotation Pricing: What Buyers Actually Pay DATA ENGINEERING 24 JUL 2026 Data Labeling QA: Thresholds That Actually Matter DATA ENGINEERING 24 JUL 2026 European Dialect ASR Benchmark (Q3 2026) DATA ENGINEERING 07 MAR 2026 Agentic AI training data: enterprise guide AGENTIC AI 07 MAR 2026 AI Data Annotation Services: Evaluation Guide DATA ENGINEERING 07 MAR 2026 AI Training Data: The Complete Enterprise Guide DATA ENGINEERING 07 MAR 2026 AI Training Data Procurement Checklist for Voice AI DATA ENGINEERING 07 MAR 2026 ASR Software Comparison: Choosing the Right Engine DATA ENGINEERING 07 MAR 2026 Audio to Text Transcription for AI Training 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 07 MAR 2026 Why Scandinavian Enterprises Need EEA-Native Speech Vendors DATA ENGINEERING 07 MAR 2026 Speaker Diarization Training Data: Corpus Requirements DATA ENGINEERING 07 MAR 2026 Speech Corpus Collection Pricing: Enterprise Cost Drivers DATA ENGINEERING 07 MAR 2026 Custom Speech Corpus TCO vs Off-the-Shelf Datasets DATA ENGINEERING 07 MAR 2026 Speech Data Vendor Due Diligence: 12 Questions DATA ENGINEERING 07 MAR 2026 Speech Data Vendor Evaluation for Enterprise ASR DATA ENGINEERING 07 MAR 2026 Speech Data Vendor RFP: Requirements Framework DATA ENGINEERING 07 MAR 2026 Speech Data Vendor Scorecard: Evaluation Framework DATA ENGINEERING 07 MAR 2026 Speech Data Vendor SLA Requirements for ASR DATA ENGINEERING 07 MAR 2026 Swedish and Danish ASR Dialect Challenges DATA ENGINEERING 07 MAR 2026 Synthetic Data Generation Tools for AI Training DATA ENGINEERING 07 MAR 2026 Voice Agent Training Data: Beyond ASR Corpora AGENTIC AI 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