• Sat. Apr 20th, 2024

Informatica goes all in on generative AI with Claire GPT

Bynewsmagzines

May 9, 2023
How AI can ease those data management woes

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Informatica, a known provider of end-to-end data management solutions, today debuted Claire GPT, a generative AI tool to simplify different aspects of data handling.

Announced at the company’s annual conference in Las Vegas, the offering allows enterprise users to consume, process, manage and analyze data through plain natural language prompts. It will be integrated with Informatica’s Intelligent Data Management Cloud (IDMC) and begin to roll out in the second half of 2023. 

The news comes as leading industry vendors, including many in the data space, continue to look at large language models (LLMs) as a way to make their products accessible to a broader spectrum of users.

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Interact with data via natural language

Effective data management is essential for business success, but given the tsunami of data that enterprises have, manual approaches to managing data are no longer relevant. They take a lot of time, resources and effort. Plus, not every individual within the organization has the technical know-how for the job.

Claire GPT from Informatica aims to address this gap with a text-to-IDMC interface where users can enter simple natural language prompts to discover, interact with and manage their data assets.

Claire GPT
Claire GPT. Image source: Informatica.

While the solution is yet to roll out widely, the company says it will support multiple jobs within the IDMC platform, including data discovery, data pipeline creation and editing, metadata exploration, data quality and relationships exploration, and data quality rule generation. 

“It leverages a multi-LLM architecture, using public LLMs for non-sensitive queries (like intent classification, where we use LLMs to identify the user intent — metadata exploration, data exploration, pipeline creation, etc.) and fine-tuned Informatica-hosted LLMs that generate data management artifacts,” Amit Walia, CEO of Informatica, told VentureBeat. He claims that the solution can help experienced data users, such as engineers, analysts and scientists, realize up to an 80% reduction in time spent on key data management tasks.

Pairing with Claire

Informatica has designed the new conversational experience of data management by pairing its enterprise-scale AI engine Claire with GPT capabilities. Claire processes 54 trillion transactions on a monthly basis, which ensures that the answers produced by the chatbot are grounded in reality and not hallucinating.

“Ask ChatGPT to help you design and script a data pipeline, and it will. But that pipeline might not work. The problem is that LLMs in themselves lack any semblance of governance. They are black boxes that dodge questions about lineage. They emit errors and make things up. So, to really capture the productivity benefits of LLMs in a consistent way, you must put [them] in a governed setting. Pairing GPT capabilities with Informatica’s Claire platform creates the possibility that data teams can improve productivity with AI while maintaining governance and control,” Kevin Petrie, vice president of research at Eckerson Group, told VentureBeat.

Notably, Informatica is not the only player leveraging generative AI in such a way. Salesforce recently launched SlackGPT, combining Slack’s internal knowledge with LLMs, while observability major New Relic has launched Grok, an AI assistant for monitoring software for performance issues and fixing them.

What’s more at Informatica World?

Along with Claire GPT, Informatica also debuted new Claire-driven data management capabilities, including inferred data lineage, autogenerated classifications, multicolumn completeness analysis and automapping.

The company also took to the stage to announce IDMC for Environmental, Social and Governance, as well as “Cloud Data Integration for PowerCenter (CDI-PC)” to help customers migrate on-premises PowerCenter assets to IDMC. With the CDI, Informatica claims, enterprises will be able to move to the cloud up to six times faster, reuse 100% of PowerCenter artifacts and assets in the cloud, and realize anticipated cost savings of up to 20 times. 

Claire GPT is currently in the private preview stage and is expected to see a wider rollout in the second half of 2023. The same goes for CDI-PC.

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