Proven techniques and tools to accelerate results.
Success Based on Experience
Natural language increasingly powers consumer interaction, workflows, and analytics. However, quantifiying language is challenging because meaning is subjective. We bring proven techniques, tools, and methodology to derive insights and enhance business processes.
Unique Assets
We have developed assets based on experience building applications for corporate communications, investors, and marketers.
Methodology to deliver business results
Statistical tools for managing training data
Architecture to optimize cost, agility, and scalability
Deep learning for precision
Case Study: Capital Markets
Machine Intelligence guided an information products company applying machine learning to create new product features. We then built team capabilities and together engineered a new product platform while migrating to AWS.
12 million
average daily documents
The system enables highly regulated businesses to understand how they are viewed by customers, employees, regulators, and shareholders. The system continually builds a knowledge graph linking topics and sentiment across a large stream of broadcast, digital, print and social media.
4.4 billion
knowledge graph nodes
Deep Learning for NLP
We apply advanced techniques at the practical edge of innovation. Our team brings differentiated capabilities applying transfer learning to increase accuracy while reducing training data sizes. We apply the fast.ai framework with ULMFiT language embedding.