Transformative release couples’ deeper integration with OpenAI’s GPT models with stronger process and governance features to help enterprises drive results with AI while reducing risk.
Dataiku has unveiled Dataiku 12, their latest breakthrough release packed with transformative new features designed to help organizations confidently harness AI in their advanced analytics initiatives with enhanced transparency and strengthened governance features.
As businesses strive to stay ahead of the innovation in advanced analytics and AI, ChatGPT, and Large Language Models have become central to boardroom discussions. Companies must balance the pressure to deploy AI for a competitive edge with the need to manage potential risks to their reputation and operations. For many, the risks are overwhelming due to poor visibility and inconsistent processes across data, analytics, and AI tools used by various teams.
Dataiku 12 addresses these challenges while providing total confidence, control, and trust in AI outputs. The new features include, OpenAI GPT Integration which allows business users to incorporate OpenAI’s GPT models into data projects by extending datasets and performing tasks using a visual interface and natural language prompts, all while maintaining transparency and trust in project outputs.
Next it offers Causal predictions to ensure that correlation is not confused with causation, when doing so would be harmful to the business or other stakeholders. Dataiku democratizes these capabilities ensuring that anyone building ML models can understand the “why” behind their results.
“As we advance further into the era of AI, delivering trust via transparency and governance is now essential for any business aiming to stay at the forefront of innovation. Dataiku 12 directly addresses this need. We’re empowering companies to confidently explore the vast potential of AI, while providing robust mechanisms for oversight and risk management. This fusion of power and control is the key to unlocking the full potential of AI in the most responsible way possible,” said Florian Douetteau, Co-founder and CEO, Dataiku.
Dataiku centralizes model explainability in Dataiku 12, enabling teams to have a consistent way to explain models that builds confidence and trust with business users.
With AI projects across teams at different stages of development, it is difficult to manage risks and allocate resources. Dataiku allows business and analytics leaders to easily spot and mitigate risks in AI projects, increasing trust in project outputs. It also offers Transparent Automated Feature Generation that gives people transparency and control over this ML technique, helping to understand where new features originate.
