our patented powerful algorithms
DATAMAI.AI CORE Technology
Originally created for the US intelligence community to detect threats to national security, Datamai.AI can ingest massive amounts of data and scan it for hidden patterns & insights. As such, it is the brains behind our SaaS products and professional services.
Datamai.AI Core Technology
Our core technology is an Industry-leading, proprietary platform that ingests and manages massive volumes from a variety of data sources and performs complex data integration.
It is a powerful fusion of machine learning, natural language processing (NLP), and deep learning, which aims to uncover concealed patterns within various types of data: structured, unstructured, and fragmented.
Its’ purpose is multifaceted, encompassing the extraction of valuable market insights, enhancement of human interactions, and the ability to forecast and optimize business outcomes.
Make better predictions and optimize business outcomes
By utilizing deep learning algorithms, the system can create accurate models that excel in recognizing complex patterns and dependencies within data, enabling the generation of precise forecasts and insights. This capability can help organizations optimize their operations, anticipate market changes, and adapt their strategies accordingly.
Deep Learning Algorithm Capabilities
- Convolutional Neural Networks (CNNs)
- Long Short Term Memory Networks (LSTMs)
- Recurrent Neural Networks (RNNs)
- Generative Adversarial Networks (GANs)
- Radial Basis Function Networks (RBFNs)
- Multilayer Perceptrons (MLPs)
- Self Organizing Maps (SOMs)
- Deep Belief Networks (DBNs)
- Restricted Boltzmann Machines( RBMs)
Automate Data-Driven Decisions
By leveraging semantic triggers, aggregate behavioral signals, and precise Automated Decision Making (ADM) models, this technology empowers users to make more informed and successful decisions. It achieves this by employing advanced algorithms that can identify subtle connections and correlations within the data, often imperceptible to human analysis alone.
Automated Text Analysis Capabilities
- Text categorization and clustering
- Lexical analysis
- Word frequency distributions
- Pattern recognition
- Document summarization
- Concept/entity extraction and relation modeling
Improve interactions with your customers and employees
Moreover, the integration of NLP allows for improved human interactions. By understanding and interpreting natural language, this technology facilitates more effective communication between humans and machines. It can analyze text, sentiment, intent, and context, leading to enhanced customer support, more accurate information retrieval, and streamlined workflows.
Natural Language Processing Capabilities
- Text sentiment, intent, and content analysis
- Speech recognition (also called speech-to-text)
- Part of speech tagging (aka grammatical tagging)
- Word sense disambiguation
- Named entity recognition, or NEM.
- Co-reference resolution
- Natural language generation
- Entity Recognition
- Taxonomy Development
- Ontology Production
Capitalize on Market Trends and Opportunities
With regards to market intelligence, this combination of techniques enables the identification of valuable trends and patterns that may otherwise remain hidden. By analyzing both structured and unstructured data, such as customer reviews, social media posts, and market reports, it provides a comprehensive view of the market landscape, assisting businesses in making strategic decisions and gaining a competitive edge
Market Intelligence Capabilities
- Market expansion
- Cross-market differentiation
- Market positioning
- Customer sentiment
- Market messaging power
- Employee engagement
- Financial assets and power
- Executional focus and Operational ability
Our Software Differentiators:
Our patented, industry-leading AI-enabled tool suite offers unprecedented accuracy through powerful algorithms. Conceived by the same minds that built IBM’s Watson, it is 300x faster than Watson and Microsoft’s Cortana and uniquely capable at revealing the hidden patterns within any kind of structured or unstructured data from virtually any source (text, video, audio, graphics, public or private, in any language) at consistent levels of predictive accuracy exceeding 90%.
Many years of iterative efforts have resulted in unparalleled technology.
Speed and scalability
Can process large volumes of unstructured data
Can grow with your business needs
Can process 1500 -20000 records/second (Google processes 50 – 70 records/second)
Quantifiable, actionable results
Flexibility: API agnostic/language agnostic (omnilingual)
Ease of integration: Open system and plug-and-play
Higher accuracy and patented, unprecedented ability to validate and improve accuracy
80% accuracy in 20 – 40 minutes; 90% accuracy in 80 minutes
Transparent: auditable results, no black box
Intelligent and advanced.
Full sensory input: audio, video, images, and text.
Over three million sources of input, including social media, blogs and forums, international sources such as emails and chats, YouTube, Reddit, broadcast media, online news media, review sites, and call center data