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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.

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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.

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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 Data On-camera and conversational video, collection through delivery. Physical AI Data Demonstration, episode and real-world physical 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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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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Data Engineering

Collection, annotation, evaluation, and the pipelines behind production-ready models.

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FEATURED / 01 SEPT 2026

YPAI ENGINEERING

Improving Whisper for European Languages

Profile the failure modes before you fine-tune. An error-first workflow for European-language ASR, from baseline to regression gate.

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LATEST

Latest in Data Engineering

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