Subvolts take Learn how to safely scale AI agents in your business with Dataiku's enterprise blueprint. Sep 21, 2025 - Developers
- Learn about building and managing AI agents within an enterprise context, including collaboration tools.
- Business
- Discover strategies for safely scaling AI adoption, implementing governance, and leveraging agents for business impact.
This interview provides a practical enterprise perspective on scaling AI agents, a key area of development for major AI labs.
#288 Florian Douetteau: How Enterprises Can Scale and Adopt Agentic AI
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Summary and analysis by Subvolts editorial, AI-assisted.
This Eye on AI episode features Florian Douetteau, CEO of Dataiku, discussing how enterprises can adopt and scale agentic AI. Douetteau explains democratizing AI, preventing agent sprawl, and building secure governance frameworks. The conversation covers Dataiku's enterprise AI blueprint, its NVIDIA partnership, and real-world use cases for accelerating R&D and optimizing operations.
This episode explains how big companies can use AI helpers, called agents, to do work. It covers how to manage them safely, prevent too many from popping up, and make sure they follow rules, helping businesses improve their operations.
This episode offers a practical guide for businesses aiming to implement AI agents. Douetteau's insights on governance and scaling are crucial as frontier labs like Google Gemini and OpenAI explore more autonomous AI systems. It's for CTOs, data leaders, and business executives seeking to leverage AI safely and effectively, providing a blueprint that complements the rapid advancements in agent capabilities seen across the industry.
- HostCraig S. Smith
- GuestFlorian DouetteauCEO and co-founder, Dataiku
- Guest: Florian Douetteau, CEO and co-founder of Dataiku
- Title: How Enterprises Can Scale and Adopt Agentic AI
- Show: Eye on AI
- Length: 55 minutes
- Partnership: Dataiku partners with NVIDIA
Discover how enterprises can successfully adopt and scale agentic AI to create real business impact in this conversation with Florian Douetteau, CEO and co-founder of Dataiku.
Florian shares why democratizing AI across the enterprise is essential, how to prevent agent sprawl, and what it takes to build a governance framework that keeps your data secure while enabling innovation. Learn about Dataiku's enterprise AI blueprint, its partnership with NVIDIA, and how global companies are using agentic workflows to accelerate R&D, optimize operations, and stay competitive.
If you're a business leader, CTO, or data professional looking to scale AI safely and effectively, this episode is your playbook for the future of enterprise AI.
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00:00 Intro 00:31 Florian's Background & Dataiku's Founding 03:00 Enterprise Blueprint for AI with NVIDIA 05:13 Unique Needs of Financial Services 07:09 Building Agents on Dataiku 09:22 Permissioning & Governance 11:17 Agent Lifecycle Management 13:20 State of Agent-to-Agent Systems 15:02 Real-World Use Cases of Agents 16:28 The Most Complex Agents in Production 19:01 Future Vision: Headless Organizations 21:04 Human-Like Qualities of Agents 24:56 The LLM Mesh & Model Abstraction 28:55 Guardrails & Compliance 31:12 No-Code + Code-Friendly Collaboration 36:12 Breaking Silos & Centers of Excellence 41:36 Distribution & Seat Allocation 43:34 Most Common Agents by Industry 47:02 The State of Enterprise AI Adoption
- agentic AI
- Florian Douetteau
- AI systems that can act independently to achieve goals.
- agent sprawl
- Florian Douetteau
- The uncontrolled proliferation of AI agents within an organization.
- LLM Mesh
- Florian Douetteau
- A system that connects and manages multiple large language models.
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WithAndrii Hrytseniuk
Questions people ask
- What is Dataiku's approach to enterprise AI?
- Dataiku offers an enterprise AI blueprint, developed in partnership with NVIDIA, to help companies scale AI adoption and create business impact.
- How can businesses manage AI agents effectively?
- The episode discusses democratizing AI, preventing agent sprawl, and building governance frameworks for security and innovation, alongside agent lifecycle management.
Page generated Oct 19, 2026. Summaries are Subvolts' own; the audio, artwork and notes belong to Craig S. Smith.