A new generative AI use case collection, accountability framework, and platform capabilities build on enterprise AI leadership to accelerate real-world applications with true safety.
Everyday AI platform, Dataiku, announces breakthrough in generative AI enterprise applications, security and tools. Developed from the invaluable experience gained from working with over 500 customers, these innovations push the boundaries of traditional chatbot functionality and unlock the potential for meaningful real-world enterprise applications.
Given that Gartner indicates that “70% of organizations are currently in Generative AI exploration mode” and that 90% of business executives are concerned (according to KPMG), Dataiku’s announcement is a pivotal one. The moment will come.
“We have seen hundreds of customers looking for ways to better leverage generative AI. We’re starting to evaluate them in terms of business impact, risk.We’ve extracted the top use cases that are actually viable and reproducible on the platform,” said Dataiku co-founder and CEO. says Florian Douetteau.
“The companies that are successful in this space today will be out of reach of their competitors in a year. It is the moment when the future winners are decided. Dataiku is very happy to be a part of it.”
Drive real-world applications at scale with our generative AI use case collection
Dataiku’s newly released Generative AI Use Case Collection is a major step forward in applying Generative AI within the enterprise. After identifying common design patterns for generative AI applications, Dataiku built an initial batch of 16 generative AI use cases that apply this innovative technology to real business needs. This new approach will allow companies to move away from the artisanal approach of building custom generative AI projects to industrial-scale development and deployment of these use cases, moving from the lab to the corporate office. increase.
Examples of Generative AI use case collections include:
- Predictive maintenance data explorer: Protect privacy and automatically generate insights into factory machine performance
- LLM-enhanced suboptimal offers: Automatic generation of promotional emails with legally approved, highly accurate product recommendations
- IT support advisor: Accelerate the work of support agents with a consistently accurate assistant querying complex insurance policies and policies.
A practical framework to prepare businesses for upcoming AI regulations
A wave of policy proposals has arrived that seeks to protect both workers and consumers from the potential harm of AI like the US. Dataiku, the blueprint for the AI Bill of Rights and EU AI law, announces a RAFT framework for generative AI use cases (Trust, Accountability, Fairness, Transparency).
Building on years of pioneering work on Responsible AI with the compliance, risk and ethics teams of the world’s largest companies, this framework provides actionable steps that companies can take today to prepare for future regulations. Offers. This framework balances enterprise realities with the need to safely and responsibly move to AI quickly, taking into account public policy, digital ethics, and expert opinion on AI bias.
Turning rapid engineering into enterprise
“The public imagination is trapped in a naive and limited vision of the possibilities of generative AI. No. In real-world applications, Generative AI will be embedded in enterprise data and machine learning workflows,” said Clément Stenac, co-founder and CTO of Dataiku.
Dataiku builds on its latest product update, Dataiku 12, adding features that make that vision a reality. Dataiku’s Prompt Studios will enable more people to become highly skilled prompt engineers, building reusable, enterprise-grade prompts that can be used as part of a production data workflow. Prompt Studios is now available in limited preview.
Dataiku uses generative AI to enable more interesting data-driven work
Today, business people need to translate their business ideas into a data vocabulary of tables and columns. With Generative AI, Dataiku can automate this translation, allowing even more users to interact with the data by speaking to it.
Dataiku’s AI Prepare allows people with the widest possible range of skills to build production-ready data transformations by simply entering what they want to do with the data. This breaks down the final barrier between knowing what needs to be done and making it happen in an enterprise database or cloud environment. AI Prepare is now available in limited preview.
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