Product Overview: Expert System Cogito
Introduction
Expert System’s Cogito is a cutting-edge Artificial Intelligence (AI) platform designed to understand and process natural language, enabling organizations to leverage textual information more effectively. At the heart of Cogito is a unique blend of semantic technology and machine learning, which distinguishes it as a leader in cognitive computing and text analytics.
Key Features and Functionality
Knowledge Graph
Cogito boasts a robust Knowledge Graph that contains approximately 350,000 concepts connected by 2.8 million relationships. This graph allows users to customize and import targeted knowledge from various sources, such as company repositories, Wikipedia, or Geonames, with ease. The Knowledge Graph facilitates the resolution of references to real-world entities like people, companies, and locations, linking them to knowledge repositories using standardized identifiers.
Natural Language Processing (NLP) and Machine Learning
Cogito integrates advanced NLP capabilities with machine learning techniques to enhance text analytics. The platform features an active learning workflow that accelerates machine-learning-based analytics projects by enabling end-users to visualize the quality of extraction and provide feedback. This iterative process reduces the need for manual annotation, making it easier for subject matter experts with limited machine learning expertise to participate in model development.
Robotic Process Automation (RPA) Connector
The Cogito platform includes an RPA connector that extends the use of RPA bots into process automation, leveraging both structured data and knowledge that requires human-like judgment. This connector enables bots to extract precise data from unstructured business documents, classify and route mainstream cases for straight-through processing, and flag suspicious patterns and high-risk cases for human review. This integration accelerates business workflows and allows organizations to focus on high-value tasks.
Cogito Studio
Cogito Studio is a comprehensive development environment that simplifies the customization and implementation of Cogito technology. It includes Cogito Studio Express, a user-friendly web application that allows end-users to design, maintain, and govern their taxonomy/ontology and text analytics processes. This tool combines the advantages of semantic technology with deep learning techniques, enabling the development of advanced, intelligent, and intuitive applications.
Multilingual Support and Contextual Understanding
Cogito is capable of understanding and leveraging textual communication in multiple languages. It uses a proprietary engine that disambiguates the meaning of words in context, thanks to a deep knowledge graph. This hybrid approach combines the rigor of hand-curated knowledge with the richness of language as it occurs in real-world scenarios, enhancing disambiguation technology and enabling knowledge transfer across languages.
Security and Integration
The platform embeds hardened data exchange protocols into its external and internal APIs, ensuring high data security. This makes Cogito suitable for applications in sensitive sectors such as insurance, banking, government, and healthcare. Additionally, Cogito APIs are available for integrating unstructured information into various enterprise solutions, including CRM, human resources, data management, and social media monitoring.
Benefits
- Enhanced Efficiency: Cogito accelerates business processes by automating the analysis and understanding of unstructured information.
- Improved Accuracy: The combination of semantic technology and machine learning ensures high-quality text analytics and reduces the need for manual annotation.
- Customization: Users can easily customize the Knowledge Graph and develop tailored applications using Cogito Studio.
- Security: The platform ensures high data security through hardened data exchange protocols.
- Multilingual Support: Cogito supports multiple languages, making it a versatile tool for global organizations.
In summary, Expert System’s Cogito is a powerful AI platform that leverages advanced NLP, machine learning, and semantic technology to help organizations manage and derive insights from unstructured textual data. Its robust features and functionalities make it an indispensable tool for accelerating business transformation and optimizing business processes.