AI Lifecycle Management
APIs & Services
Integrate diverse conversation technology into your application.
Build an AI assistant for a variety of channels, including mobile devices, messaging platforms, and even robots.
Get insights through accelerated data optimization capabilities.
Unlock hidden value in data to find answers, monitor trends and surface patterns.
Access pre-enriched news content in real-time.
Natural Language Understanding
Natural language processing for advanced text analysis.
Teach Watson to discover meaningful insights in unstructured text.
Collect, organize and analyze your data, then achieve trust, scale and automation across your full AI lifecycle.
Build and train AI models, and prepare and analyze data, all in one integrated environment.
Watson Machine Learning
Use your data to create, train, and deploy self-learning models. Leverage an automated, collaborative workflow to build intelligent applications.
Operate and automate AI at scale by infusing it with trust and transparency, explaining its outcomes, and eliminating harmful bias.
Identify and tag content then analyze and extract detailed information found in an image.
Tag and classify visual content using machine learning.
Convert text and speech with the ability to customize models.
Speech to Text
Easily convert audio and voice into written text.
Text to Speech
Convert written text into natural-sounding audio.
Analyze text and extract meta-data from unstructured content.
Translate text from one language to another.
Natural Language Classifier
Interpret and classify natural language with confidence.
Understand tone, personality, and emotional state.
Predict personality characteristics through text.
Understand emotions and communication style in text.