The BizML Playbook for Getting Machine Learning Deployed

Date:

Tuesday, June 3, 2025

Time:

11:20 am

Summary:

The greatest tool is the hardest to use. Machine learning is the world’s most important general-purpose technology – but it’s notoriously difficult to launch. Outside Big Tech and a handful of other leading companies, machine learning initiatives routinely fail to deploy, never realizing value. What’s missing? A specialized business practice suitable for wide adoption.

In this presentation, Machine Learning Week Founder Eric Siegel presents a six-step practice called bizML for ushering machine learning projects from conception to deployment. This disciplined approach, which is the topic of Siegel’s new book, The AI Playbook, serves both sides: It empowers business professionals and it establishes a sorely needed strategic framework for data professionals.

AI Strategy: Sell The Value Rather Than The Tech

Date:

Tuesday, June 3, 2025

Time:

11:45 am

Summary:

AI hype has a downside: The breathless excitement has created a market of stakeholders focused more on the technical solution than the value (aka solutionism). If you have spent any time creating an AI strategy with a team of stakeholders over the last year, you’ve surely heard “Just build a chatbot”. Financial forecasting, document metadata extraction, a classification model… they all get the same treatment: ”Just build a chatbot.” But chatbots aren’t new. Before that, it was just use deep learning, just use neural networks, just use computer vision. Whatever is the hot topic in the AI news becomes the thing clients covet. However, if you want to build an AI strategy that gets traction and delivers ROI, you’ve got to cut through the bots and focus on the business value. By going through an AI-focused discovery session with a broad audience, you’re able to get down to brass tacks and identify the strategic goals, what problems need to be solved, and then allow the AI experts to assign solutions that align problems. In this session, we will walk through the AI-focused discovery process, and talk about how to transform your relationship with stakeholders from order taker to trusted partner.

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