Introduction and Getting Started with CLAIRE GPT > Welcome to CLAIRE GPT
Welcome to CLAIRE GPT
CLAIRE GPT is Informatica's AI-powered agentic data management solution that helps simplify, accelerate, and optimize data management operations, driving enormous gains in productivity for data teams.
CLAIRE GPT is built on top of CLAIRE, Informatica's AI machine learning engine that powers data management solutions. With CLAIRE, you can perform a wide range of data management tasks while reducing complexity, enabling scale and speeding data delivery to data teams.
With CLAIRE GPT as the primary interface for data management, you can interact, process, analyze, and manage data through natural language prompts. CLAIRE GPT has a simple and easy-to-use interface and integrates with various Intelligent Data Management Cloud services to help you easily solve your data management business use cases. You can use CLAIRE GPT to improve your organisation's time-to-value and amplify business insights.
Today’s data teams face escalating demands driven by AI adoption, governance complexity, and increasing regulatory oversight. To help meet these demands, CLAIRE GPT utilizes CLAIRE agents for efficient autonomous data management. CLAIRE agents can perform tasks autonomously, make decisions, and interact with large language models through specific skills to achieve a goal with human intervention in case of ambiguity. The agents have specific skills that can address challenges head-on by achieving end-to-end data management goals with intelligent autonomy. Each agent is designed to excel at specific aspects of data management, working together to deliver comprehensive solutions.
CLAIRE GPT dynamically adapts based on the current context, giving you a conversational, personalized, and fluid experience to achieve the goal at hand.
You can use the following CLAIRE agents for autonomous data management:
•Discovery agent
•Data quality agent
•Data integration agent
•Product help agent
You can discover data, explore metadata of assets from various sources such as databases, data integration sources, data lakes, and data warehouses. You can explore source data, assess data quality, and transform data of assets spread across various Intelligent Data Management Cloud services. You can then perform data-driven insights based on responses from CLAIRE GPT.
Note:
Generative AI models are probabilistic models. There is no guarantee that the models will generate similar summaries for the same question.
Let's explore what CLAIRE GPT agents can do:
Quickly identifies relevant, trusted, and compliant data assets for analytics.
This agent has the following skills:
- Data discovery. Quickly and easily find assets across Intelligent Data Management Cloud services.
- Metadata exploration. Search and explore the metadata of assets.
- Data exploration. Understand the quality and shape of your source data.
Continuously monitors and remediates the data quality of assets in the catalog.
This agent has the following skills:
- Data quality assessment. Analyze assets based on data quality scores, status, or any specific data quality criteria.
- Data quality diagnosis. Diagnose the data quality of assets to gain additional insights into your assets.
- Data quality rule recommendation. Get recommendations for data quality rules for assets that don't have rules associated with them.
Utilizes the data transformation capability of Data Integration to load, transform, and integrate your data.
This agent has the data transformation skill. This skill is used to generate ELT pipelines and run them as mappings in Data Integration to transform your data.
Answers questions on Informatica's Intelligent Data Management Cloud services.
