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Description:
In this recorded Fast Focus Live! 360 session with Buck Woody, you’ll learn a practical way to cut through data tool overload by starting with the problem—not the technology. Buck shows how to classify workloads, separate transactional needs from analytics and AI, and make platform choices that align with real business value. You’ll also learn a simple set of filters to evaluate options and a lightweight decision loop you can use to keep your data architecture adaptable as your environment changes. 🔑 What You’ll Learn • How to recognize the “data paradox”: too many tools, not enough clarity • The difference between strategy and tactics for data and analytics projects • How to classify workloads into three pillars: Online transition Processing (OLTP), advanced analytics, and AI • Why transactional workloads and reporting/analytics should almost never share the same system • When to use batch vs. streaming ingestion and how “eventual” really is “good enough” for most reporting • How AI workloads (training data, RAG, and models) change your storage and processing patterns • A three-part filter for picking tools: value/ROI, skills & ecosystem, and data gravity & governance • How to factor in operational overhead, support, and total cost of ownership—not just license price • How to use the OODA loop (Observe–Orient–Decide–Act) to iterate on architecture ⏱️ Chapters 00:00 The data paradox: tool sprawl, process chaos, and misused tech 03:32 Strategy vs. tactics: starting with goals, not tools 05:38 Process, Platform, People 06:25 From data platforms to workload solutions (problem-first thinking) 08:15 Workload Pillar 1: OLTP 13:29 Workload Pillar 2: Advanced analytics 12:20 Workload Pillar 3: AI 14:45 Filter #1: Value profile 16:23 Filter #2: Skill & maturity 16:38 Filter #3: Gravity & ecosystem 19:00 The OODA loop (Observe–Orient–Decide–Act) & final guidance 🔗 Links • Explore more Live! 360 sessions: https://www.youtube.com/playlist?list=PLReL099Y5nRcrdj7sPw2ln9VXOmxy2F8P • Join us at out upcoming VS Live! events: https://vslive.com/ 👤 Speaker: Buck Woody Chief Data Officer, Straight Path Solutions
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