DeeperML - #dataiku

AI agents are increasingly being adopted by businesses to streamline workflows and automate processes, according to recent reports from Dataiku and LlamaIndex. Dataiku highlighted tools and processes for building AI agents, which can automate tasks like report generation and information synthesis, freeing up knowledge workers to focus on more strategic initiatives. A demonstration showcased how these agents could pull answers from a knowledge base, escalate unanswered questions by creating support tickets, and even draft answers for support agents, significantly reducing the time spent by subject matter experts.

LlamaIndex offers tools to enhance document workflows, particularly in areas like legal reviews and invoice processing. They announced their LlamaCloud General Availability, accompanied by a $19 million series A funding round. A tutorial also covered the building of an agentic reasoning system for search and retrieval, known as corrective RAG, using LlamaIndex workflows.


References :

• The Dataiku Blog: Mastering AI Agents in Dataiku
• Blog on LlamaIndex: LlamaIndex Newsletter 2025-03-25

Classification:

• HashTags: #AIAgents #LlamaIndex #Dataiku
• Company: Dataiku, LlamaIndex
• Target: Businesses, Knowledge workers
• Product: AI Agents
• Feature: AI Agents
• Type: AI
• Severity: Informative

Dataiku has released its top five features for data scientists in 2024, highlighting its commitment to supporting data practitioners in their work. The features include enhanced integrations with Databricks, seamless cloud deployments, and multimodal AutoML. These enhancements aim to foster collaboration between teams, tools, and technologies, making data science more efficient and effective. Dataiku's focus is on building lasting relationships within the data science ecosystem.

Rich Data Co (RDC) is utilizing generative AI on Amazon Bedrock to transform credit decision-making. Their software-as-a-service solution provides banks and lenders with customer insights and AI-driven capabilities. RDC has developed data science and portfolio assistants that leverage generative AI to assist teams in developing AI models and gaining insights into loan portfolios. The data science assistant boosts team efficiency by answering technical queries, while the portfolio assistant facilitates natural language inquiries about loan portfolios.


References :

• AWS Machine Learning Blog: Transforming credit decisions using generative AI with Rich Data Co and AWS
• learn.aisingapore.org: Transforming credit decisions using generative AI with Rich Data Co and AWS

Classification:

• HashTags: #DataScience #GenAI #AWS
• Company: Dataiku
• Target: Data Scientists
• Feature: Data Science Tools
• Type: AI
• Severity: Informative