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Practical AI solutions for every business

 

How We Can Help You

Practical AI

Product Development

We can apply predictive analytics to anticipate customer demand. We build predictive models for new products and services by classifying key attributes of past and current products or services, and model the relationship between those attributes and the commercial success of the offerings. We can integrate data and analytics from focus groups, social media, test markets, and early rollouts.

Predictive Maintenance

The application of big data analytics to the logs enable you to discover insights for more agile operations. Factors that can predict operational failures may be deeply buried in log entries, error messages. By analyzing these indications of potential issues before the problems occur, you can prevent failures and improve system security and performance. Anomaly detection can identify unexpected irregularities in the log data, and raise alerts to trigger responses.

Customer Analytics

We help you gather data from social media, call center transcripts, online reviews of products, chatbot conversations, and other sources, and use artificial intelligence to identify behavior and attitude patterns. Predictive analytics is an effective tool for transforming data from many sources into tailored customer segments based on purchase behaviors and preferences, and enables you to refine cross-sell and up-sell strategies.

Recommendation Engine

We can help you deliver personalized offers, reduce customer churn rates, and practice proactive retention. We can apply machine learning to the consumer data to identify purchase patterns and create customer profiles. We can analyze purchase histories to predict the next purchase and focus your offer. We can analyze product reviews to find out why customers churn or why they hesitate to purchase.

 

From Unstructured To Structured

Information Extraction

We can help you organize large amounts of textual content by extracting specific data, and transferring it into a predefined data schema. Alternatively, we can use the extracted data to automatically develop an ontology of entities and concepts and their relations. Such data can be then used as the input for predictive analytics.

Sentiment Analysis

We can help you organize large amounts of textual content by extracting specific data, and transferring it into a predefined data schema. Alternatively, we can use the extracted data to automatically develop an ontology of entities and concepts and their relations. Such data can be then used as the input for predictive analytics.

Semantic Search

We can help you develop AI-powered eDiscovery solutions. The ontology created from the extracted data can be used to enhance the search abilities with machine reasoning and concept search. Semantic search can be applied to data rooms, technical and business documentation, social media and web content.

Summarization

Summarization is a powerful tool when you need to quickly analyze a large quantity of textual data by the topics and opinions. Summarization automatically creates a taxonomy of expressions, concepts, subject matters discussed in the documents. It can be enhanced with the information extraction to include people, organizations and locations. It can be empowered by big data analytics to identify correlations between topics, entities, opinions, etc.

Our Technology

Neural Networks

Natural Language Processing

Our Cumberland platform is a ready-to-use development environment that provides recurrent networks, convolutional networks and autoencoders. Cumberland is used to develop specific solutions tailored to the client’s needs and requirements. Cumberland is an open source software under Apache 2 license.

Rockwell is a natural language processing platform designed specifically for information extraction. It provides a broad range of information extraction features and functions that can be easily adapted to specific tasks. Rockwell is an open source software under Apache 2 license.

 

Big Data And Data Science

We can assist you in selecting and deploying the most suitable NoSQL database, in designing the data model or the ontology to manage and use your data, and select the most suitable statistical methodology

 

We create real, tangible intellectual property for our clients.

Based on our technologies we develop software that is designed specifically to meet the client’s needs and circumstances. The developed source code and detailed documentation are the client's intellectual property, and we ensure that the client's R&D team is properly trained to use and maintain our software, and even further independently develop it.

In some cases, our software solutions are patented, and the patent rights are granted to our client. In 2019 alone we filed two patents for a client (one already accepted on a fast track, the other still pending).

Our solutions are always designed for massive scale up and high performance.

We Provide Services In

Three Ways

 

Development Of Proprietary Solutions

We can develop a complete commercial solution based on our open source technologies. Such solutions do not require any technical expertise to be effectively operated.

Building Your Own Solution Using Our RESTful API

We can provide API to our technology deployed on a server, so that you can seamlessly integrate our technology into your application. You can either provide us with your own data, or we can develop a service that collects data for you.

Integration Of Our Open Source Platforms

Finally, your R&D team can integrate our open source technology into your applications, or develop new applications around it. In such a case, we develop for you the data extraction and classification rules that you need to use our technologies, and we provide the consulting service how to use our technology in the most effective way.

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