Primal AI’s Technology
Organizing unstructured data into structured data and knowledge.
Primal AI is focused on the understanding, extraction, engineering, and application of unstructured data.
Our technology uncovers hidden insights and knowledge from data which has previously been unactionable.
Primal AI uses the latest advancements in Machine Learning and Deep Learning, Natural Language Processing (NLP), and Natural Language Understanding (NLU) to process unstructured data into structured and actionable knowledge.
From unstructured to structured
Unstructured data refers to any data or information not collected in an organized database. Unstructured data can be found in document text, emails, chat conversations, social media interactions, customer records, and elsewhere.
Unstructured data contains relevant and powerful information. In its unstructured state, the only way to analyze the data without Primal AI is manually – a time-consuming and expensive endeavour. Primal AI’s artificial intelligence automatically analyzes unstructured data and organizes it into a structured composition, unlocking the ability to extract knowledge, patterns, and predictions.
Primal AI’s Analysis Engine uses natural language processing (NLP) and natural language understanding (NLU) to extract entities and relationships from unstructured data. It combines Machine Learning algorithms, such as Deep Learning, with domain-specific knowledge graphs to automatically classify text and understand its true meaning in context.
Primal AI’s Analysis Engine is used for knowledge discovery and involves the following processes
Extraction of entities and relationships from unstructured data.
Representation of knowledge in a consistent format.
Formulating new concept entities and filling in missing relationships among entities within the knowledge base.
What can you do with unstructured data?
The knowledge graph resulting from Primal AI’s Analysis Engine can be analyzed on its own or fed into a machine learning model for more advanced insights.
Primal AI can apply statistical analysis and machine learning algorithms to newly structured data to forecast activity and trends. Predictive models place a numerical value – or score – on the probability of a particular event occurring.
With Primal AI’s solution, all of an enterprise’s data – including previously unstructured data – can be tracked and reported on.
Synthesis by Primal AI
Primal AI’s Synthesis Engine is a patented approach that synthesizes knowledge to generate new knowledge. It assimilates the knowledge base generated from Primal AI’s Analysis Engine and expands on topics based on the user’s intents or objectives.
- Query Expansion
- Enterprise Search
- Content Recommendation
- Product Recommendation