TOLION Health

• Vendor typesProducts & Devices
• Client typesB2C
• Business ImpactsCustomer Product & Service Innovation, Data-Driven Decisions & Planning, New Revenue & Business Models
• IndustryHealthcare, Pharma & Biotech
• Application areasMarketing, Sales & Customer Engagement, Product Development, Innovation & R&D
• Solutions & Services

  Custom Solutions

  Custom AI Development, Model Customization & Adaptation, Novel Algorithm & Model Development, Proof-of-Concept & Pilot Projects

  Data Services & Operations

  AI Testing, Evaluation & Validation, Data Analytics & Business Intelligence, Data Annotation & Labeling, Data Preparation & Management, Managed AI Services & Operations, Synthetic Data Generation

  Platforms, Tools & Infrastructure

  Data & AI Platforms

  Ready-Made Solutions

  Products & Applications

  Research & Innovation

  Research & Experimental Development
• Technical expertises

  Classical AI & Applications

  Computer Vision & Video Analytics, Customer Intelligence & Personalization, Operations & Process Automation, Knowledge Representation & Symbolic Reasoning, Natural Language Processing (NLP), Optimization & Decision Intelligence, Reinforcement Learning, Simulation / Digital Twins, Speech Recognition & Audio Intelligence, Time Series Analysis & Forecasting

  Data & Infrastructure

  Data Collection & Annotation, Data Engineering & Architecture, Data Governance, Quality & Compliance, Data Integration & Pipelines, Data Visualization & Business Intelligence, Metadata Management & Semantic Layering, Specialized AI Data Platforms & Tools

  Generative AI

  Foundation Model Pretraining & Development, GenAI Application Development, GenAI Tooling & Developer Platforms, Prompt Engineering, Fine-tuning, RAG & Model Adaptation

  Human-Centered AI

  Emotion AI & Affective Computing, Human-AI Interaction & UX Design

  Machine Learning & MLOps

  AI Testing, Evaluation & Validation, Classical ML & Applied Predictive Modeling, MLOps, Model Lifecycle & Tooling, Trustworthy & Responsible AI

  Research & Innovation

  Advanced Algorithm & Model Development, Experimentation & Evaluation Methods

Deterministic, rule-based knowledge inference with data-drive machine learning. We utilize the Web Ontology Language. We use large language model enhanced by retrieval-augmented generation. Reasoner. individual recommendation, automated user data collection, user data contextualization, context retrieval, classification, time series prediction, clustering