Product Overview of Indico Data
Indico Data is a cutting-edge platform that leverages artificial intelligence (AI) and machine learning (ML) to automate the intake, understanding, and analysis of unstructured data. This comprehensive solution is designed to help enterprises extract valuable insights from a wide range of unstructured data sources, including documents, emails, images, videos, and audio files.
Key Functionality
- Automation of Unstructured Data Processing: Indico Data automates the laborious processes associated with unstructured data, such as document verification, processing, and monitoring. This automation can handle various document types seamlessly, regardless of their format, freeing experts from manual tasks and enabling them to focus on higher-value work.
- Data Extraction and Structuring: The platform uses AI and ML to extract relevant data from unstructured sources and convert it into a structured format, such as JSON or .csv. This structured data can then be fed into analytics engines, business intelligence tools like Microsoft Power BI, Tableau, and Google’s Looker, to uncover actionable insights.
- Intelligent Process Automation (IPA): Indico Data’s IPA capabilities enable businesses to automate workflows for unstructured content. This includes automating the processing of invoices, purchase orders, and other documents, as well as routing emails to appropriate subject matter experts and automating responses to routine queries.
- Advanced AI Technologies: The platform employs patented Hybrid Discriminative and Generative AI technology, which provides the flexibility to select the best AI approach for each specific use case. This technology, combined with transfer learning and natural language processing, allows the platform to understand the context behind virtually any kind of content.
Key Features
- Scalable and Flexible Deployment: Indico Data can be deployed on-premises, in the customer’s cloud, or hosted in Indico’s cloud, using a modern container-based architecture. This flexibility ensures that the solution can adapt to various enterprise environments.
- User-Friendly Interface: The platform offers a non-technical application interface that allows subject matter experts (SMEs) to label documents and identify the data to be extracted without requiring IT or data science expertise. After labeling a few dozen documents, the platform builds a model to automate the extraction process.
- Comprehensive Support and Success Rate: Indico Data provides comprehensive launch and production support, resulting in a 97% success rate for customers in moving their unstructured data projects into production. The platform also includes built-in model analytics, audit model predictions, and explainability features to ensure accuracy and compliance.
- Performance and Efficiency: By automating unstructured data processing, Indico Data customers can achieve significant cost and time savings, including an 85% reduction in process time, a 4X increase in process capacity, and a 70% reduction in processing time.
- Integration and Compatibility: The solution is tech stack agnostic, easily integrating with existing ERP, CRM, and other critical software systems. This ensures that enterprises can maximize their existing investments and streamline their workflows.
Additional Services
- Indico Integrate, Optimize, and Manage: These services provide assistance in connecting model workflows with customer systems, optimizing and maintaining custom models and workflows, and ensuring 24/7 monitoring and optimization of the Indico cloud deployment environment.
- Custom Data Labeling and Training: Indico Data offers custom data labeling services and professional consultation and training to educate users on the efficient operation of the platform.
In summary, Indico Data is a powerful platform that leverages AI and ML to unlock the value hidden in unstructured data, enabling enterprises to automate processes, gain actionable insights, and drive business transformation initiatives with unprecedented efficiency and accuracy.