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Informatica, a leading provider of end-to-end data management solutions, today launched Claire GPT, a generative AI tool to simplify various aspects of data management.
Announced at the company’s annual conference in Las Vegas, the offering allows enterprise users to consume, process, manage and analyze data through simple natural language prompts. It will be integrated with Informatica’s Intelligent Data Management Cloud (IDMC) and will be launched in the second half of 2023.
The news comes as major industry vendors, including many in the data space, continue to look to the large language model (LLM) as a way to make their products accessible to a wider spectrum of users.
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Interact with data through natural language
Effective data management is essential to business success, but given the tsunami of data that enterprises have, manual approaches to data management are no longer relevant. They take a lot of time, resources and effort. Also, not everyone within the organization has the technical know-how for the job.
Informatica’s Claire GPT aims to bridge this gap with a text-to-IDMC interface where users can enter simple natural language gestures to search, interact with, and manage their data assets.
Claire GPT. Image source: Informatics.
While the solution is not yet widely rolled out, the company says it will support a number of jobs within the IDMC platform, including data discovery, data pipeline creation and editing, metadata exploration, data quality and relationship exploration, and data quality Includes rule making.
“It leverages a multi-LLM architecture, using public LLMs for non-sensitive queries (such as intent classification, where we use LLMs to identify user intent – metadata exploration, data exploration , pipeline building, etc.) and fine-grained Informatica- Amit Walia, CEO of Informatica, hosted the LL.M. that generates data management artifacts. He claims that the solution is designed for experienced data users, such as engineers, analysts, and scientists. Realize an 80% reduction in time spent on critical data management tasks.
pair with claire
Informatica designed a new interactive data management experience by combining its enterprise-grade AI engine, Claire, with GPT capabilities. Claire processes 54 trillion transactions on a monthly basis, which ensures that the answers given by the chatbot are based on reality and not hallucinations.
“Ask ChatGPT to help you design and script a data pipeline, and it will. But that pipeline may not work. The problem is that the LLM itself lacks any semblance of governance. boxes that dodge questions about lineage. They make mistakes and make things up. Therefore, to really reap the productivity benefits of the LLM in a consistent way, you must keep [them] in a controlled setting. Adding GPT capabilities with Informatica’s Claire platform opens up the possibility that data teams can improve productivity with AI while maintaining governance and control,” Kevin Petrie, vice president of research at Akerson Group, told VentureBeat.
Notably, Informatica isn’t the only player taking advantage of generative AI in this way. Salesforce recently launched SlackGPT, combining Slack’s internal knowledge with LLM, while observability major New Relic has launched Grok, an AI assistant to monitor and fix software for performance issues.
What else is there in Informatica World?
With Claire GPT, Informatica also introduced new Claire-powered data management capabilities, including predictive data lineage, autogenerated classification, multi-column completion analysis, and automapping.
Company announces IDMC for Environment, Social and Governance, as well as “Cloud Data Integration for PowerCenter (CDI-PC)” to help customers migrate on-premises PowerCenter assets to IDMC Could With CDI, Informatica claims, enterprises will be able to move to the cloud up to six times faster, achieve 100% reuse of PowerCenter artifacts and assets in the cloud, and realize estimated cost savings of up to 20 times.
Claire GPT is currently in private preview phase and is expected to see a wider rollout in the second half of 2023. The same goes for CDI-PC.
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