Designing Practical, Scalable AI Solutions Across Industries
AI is no longer experimental—it’s operational. Dive into real-world AI tech stacks, tools, and architectures used across industries, and learn how to build, evaluate, and scale AI solutions with confidence. Ideal for those ready to move from theory to execution.
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Track Overview
The “Industry AI Tech Stack Playbooks” track demystifies how organizations across different sectors are successfully implementing AI at scale. Through practical use cases and proven frameworks, this track explores the tools, platforms, data pipelines, and governance models that power modern AI solutions. Attendees will gain actionable insights into selecting, integrating, and optimizing AI technologies to drive measurable business impact—while avoiding common pitfalls in deployment and scaling.
Key Takeaways
- Practical breakdowns of end-to-end AI tech stacks used in real-world environments.
- Criteria for selecting tools, platforms, and architectures based on business needs.
- Best practices for scaling, maintaining, and governing AI systems responsibly.
Who Should Attend?
- AI, ML, and data professionals building or maintaining AI systems.
- Engineering leaders and architects designing scalable AI infrastructures.
- Product managers and decision-makers evaluating AI solutions for their organizations.
Tech professionals looking to understand how AI stacks differ across industries.

Interested in Speaking?
Have you built or scaled an AI tech stack that delivers real impact? Share your playbooks, lessons learned, and implementation strategies. Apply to speak and help others turn AI ambition into operational success.
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Software Engineer Lead at Bank of AmericaLauren Wu
Founder & CEO / Adjunct Professor of LawShontra Powell
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Founder, Managing Director at INICIO Executive ConsultingEbony Belhumeur
CEO at DappleAIBindu Kumari
Software Engineer at Dell TechnologiesMadhangi Mahadevan
Technical Program Manager at University of Illinois ChicagoGhada Fourane
Founder at Spika Tech Ltd.Alex Lupu
Director of Strategic Advisory Services at Quote to CashRachel Dickson
Lead Coach & Founder at Culture + CleanseLisa Chamberlain
Strategic Growth Advisor at Lisa M Chamberlain LLCParna Sarkar-Basu
Founder & CEO at B&B ConsultingRachel Bender
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CEO & Founder at ELAFY ConsultingAnastasia Dellis
CEO at OrbiskDr Kranthi Addanki
Founder, Digital Twin Student at JCU Founders-in-ResidenceHilary Watson
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MEA Area Senior Director, Digital & Technology at AstraZenecaSarah Smith
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Founder and AI Ethics Consultant at FairFrame AI OrgArpna Aggarwal
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Lead Data & AI at French Ministry of Economics, Finance and Industrial and Digital SovereigntyKasey Roh
US CEO at Upstage AIDimple Thakkar
Founder & CEO- CoreQuantum LLC | Ex-JPMorgan-Head of Data for AIMarKeisha Snaith
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