Dataiku-GenAI_in_the_Age_of_AI_Agents_Scalable__Trusted____for_All_Users.pdf

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1. ©2025 DATAIKU INC. GenAI in the Age of AI Agents Scalable, Trusted & for All Users
2. ©2025 DATAIKU INC. Scaling AI: The Ongoing Challenge State of Generative AI in the Enterprise: Deloitte, August 2024 …Yet most say their organization has moved only 30% or fewer of their Generative AI experiments into production. < 30% Two-thirds of senior leaders are increasing their investments in Generative AI because they have seen strong early value to date… 66%
3. ©2025 DATAIKU INC. [ 3 ] Navigating New Hurdles to Effectively Scale AI LLM costs can quickly spiral out of control when scaling. Compute and Infrastructure Ability to monitor and control API fees and infrastructure costs. User-to-LLM interactions can be risky and may not fully protect sensitive data. Privacy, Security, and Compliance Usage controls and content moderation. Choice and Tech Dependencies Ethics and Trust Reliable, Consistent Results Gen AI landscape is moving very quickly, with a growing choice of models, services and providers. Agility to switch from one AI service to another and avoid lock-in. Regulations and policies are becoming a must-have with any use of this tech. Governance, risk assessment, and process visibility. GenAI applications can behave unexpectedly. Ways to ensure quality and performance of GenAI-powered applications. NEED NEED NEED NEED NEED
4. ©2025 DATAIKU INC. [ 4 ] 3rd Party BI platforms Apps & Visualization Your own business or custom applications API Business SME Within a Secured, Governed, and Scalable Framework Unified Oversight Auditable & Responsible Regulation Proof Enterprise Grade Control / Risk Manager Low code Full code Design & Experimentation App Building Machine Learning Analytics Data Preparation Gen AI & Agents Data Analyst Data Scientist Data/ML Engineer Production & Orchestration Deploy Monitoring CI/CD Operations Manager Dataiku: The Universal AI Platform Adaptive Infrastructure Compute Gen AI Foundation ©2024 DATAIKU INC. Any Data Many legacy connectors (SQL, NoSQL, Files, Business Applications)
5. ©2025 DATAIKU INC. [ 5 ] Generative AI With Dataiku: a comprehensive structure The Universal AI Platform Safe Guard Quality Guard LLM Guard Services Cost Guard The LLM Mesh Enforce a Secure Gateway, Future Proof, & Avoid Lock In Hosted LLM API Services Self-Hosted LLM Vector Stores Accelerated Computing GenAI Governance Keep Pace With Regulatory Requirements EU AI Act Readiness Gen AI Registry ISO 42001 LLM Provider Due Diligence Gen AI Builder Accelerators LLM-Powered Recipes Prompt Studio Visual LLM Fine-Tuning Agent Connect Dataiku Answers Agent Builder
6. ©2025 DATAIKU INC. Finance Earnings Call Assistant Asset Valuation Companion Alert Investigation Assistant Control Status Generator Receivables Manager [ 6 ] We are accelerating our customers’ Generative AI Journeys Sales Customer Satisfaction Intelligence Sales Manager Assistant RFP Answering Virtual Sales Trainer Personalized Selling Manufacturing Repair Support Chatbot Technical Equipment Intelligence Machine Operations Assistant Production Process Optimizer Maintenance Scheduler Assistant Operations Support Ticket Management Contract Clause Detection Supply Prices Forecaster Demand-Driven Replenishment Orchestration Supplier Scoring Innovation Market News Watch R&D Insights Discovery Test Sites Identification Experiment Hypothesis Tester Patent Office Assistant RAG Tooled Agent Autonomous Agent
7. ©2025 DATAIKU INC. Chatbot gains new abilities and can use data and predictive models to solve problems with semi-autonomy. Access expanded to all retail staff. 5,000 Users Agents at Scale Prompt Engineering Building LLMs into data analysis workflows. Product Catalog User Reviews 50 Users RAG Chatbot RAG chatbot provides access to complex information. 500 Users 6 months Product Catalog User Reviews Regulatory Reports Customer Activation [ 7 ] ©2025 DATAIKU INC. 12 months Product Catalog User Reviews Regulatory Reports Customer Activation Retail Helper Stock Manager Personal Shopper Product Mix Optimization Creative Assistant We have seen our customers’ growing sophistication and adoption
8. ©2025 DATAIKU INC. [ 8 ] Dataiku Orchestrates Analytics, Models, & Agents The Universal AI Platform™ Data & AI Infrastructure Third-Party Agents & Tools Agents Models Analytics MULTI-CLOUD, MULTI-PLATFORM, MULTI-MODEL CENTRAL GOVERNANCE ENTERPRISE-WIDE CREATION Data Engineer Data Scientist Data Analyst Domain Expert AI Engineer Risk Manager Agent Creation Agent Control Model Development Model Operations Data Preparation Insights Technology Business
9. ©2025 DATAIKU INC. [ 9 ] How are customers gaining real value with GenAI and Dataiku? 15M+ consumer reviews automatically analyzed. Structure Generate Answer ~30k interventions avoided with accessible data. 95% insurance inquires automatically handled. 3000+ employees leveraging LLM-generated summary. 70% time saved in identifying sales leads. 200k+ saved per year with repair support chatbot. 90% Reduction in time to Healthcare Market research 100+ Campaigns deployed in 10 minutes. $100-250K Expected annual savings from accelerated patent insights. 300+ Customers leveraging LLM Mesh today
10. ©2025 Dataiku Inc. dataiku.com contact@dataiku.com Thank You