Supercharging Data Integration with Generative AI and Retrieval Augmented Generation
Adeptia, a leader in B2B data integration and business data exchange, today announced the release of Adeptia Connect v4.3, a significant upgrade that leverages cutting-edge Generative AI and Retrieval Augmented Generation (RAG) technologies to accelerate and simplify data integration for businesses.
“Data is the lifeblood of modern organizations but integrating it across disparate systems or external partners remains a complex and time-consuming challenge,” said Deepak Singh, CTO of Adeptia. “With Adeptia Connect v4.3, we are leveraging the power of AI to automate many of the manual steps involved in data integration. With recent advances in Generative AI, we can now accelerate data mapping and data transformation with self-learning algorithms that improve accuracy and speed.”
According to Gartner, “The ability to discover and document data use cases and help build knowledge graphs out of data uses is becoming a vital capability. It is the first step to resolving fragmented data management issues by enabling a GenAI-augmented data fabric.”
Key features of Adeptia Connect v4.3 include
- GenAI Knowledge Base to securely query enterprise data
Adeptia Connect enables customers to leverage Large Language Models (LLM) like ChatGPT with their own enterprise data utilizing Retrieval Augmented Generation within a secure private knowledge base. - AI-based Intelligent Document Processing
Adeptia Connect now provides a more efficient solution for converting unstructured data (PDF or image files) into structured data format of CSV or JSON by using the Extract Data template bundled with the application. - Generative AI for accelerated data mapping during design time
Adeptia Connect has advanced its mapping suggestion functionality through the integration of Generative AI enabling auto-generation of source-target maps and self-learning. - Generative AI for enhanced data transformation during run-time
Adeptia Connect has advanced its data transformation functionality through the integration of Generative AI enabling it to auto-cleanse data and auto-enrich data which can determine the specific rules that should be applied. - AI-based Adeptia Assistant (chatbot) for Adeptia Connect help
Adeptia Connect has integrated an AI chatbot, Adeptia Assistant, within the platform. This chatbot, serving as a virtual assistant, responds to user queries by deriving information from the Adeptia Connect help documentation.
Interactive Demos: To experience first-hand some of the latest innovations coming from Adeptia Labs, check out the interactive demos for the Generative AI Knowledge Base and the Intelligent Document Processing tool.
Availability
Adeptia Connect v4.3 is available immediately. To find out more about the new release, visit the documentation.
About Adeptia
Adeptia software simplifies and speeds data integration with up to 80% faster set up of secure data exchanges between businesses and applications. Adeptia serves hundreds of mid- and large-sized companies with AI-driven and business-user self-service data management that scales up to meet the needs of Fortune 500 mission-critical data exchanges. Reimagine your data integration with Adeptia.
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Adeptia
Source: Gartner, “Innovation Insight: How Generative AI Is Transforming Data Management Solutions”, Roxane Edjlali, Mark Beyer, 23 January 2024