Cracking the AI Scaling Code: A Strategic Roadmap to Enterprise-Wide Impact
- Mark Miller
- Jul 30
- 2 min read
AI is no longer a futuristic promise but an imperative for today's business success in every industry. AI's explosive growth and democratization have reshaped competitive landscapes, yet many organizations still find themselves stuck, unable to scale beyond isolated pilots and departmental experiments. Why? Successful AI scaling isn't just a technology puzzle - it's fundamentally a strategic challenge that requires aligning AI initiatives with clear business objectives, robust data infrastructures, and a supportive organizational culture.
In this engaging and insightful session, we'll go beyond the hype and explore real- world case studies that reveal how leading enterprises overcome the most critical barriers to scaling AI across their enterprise and products. From data bottlenecks, legacy system limitations, and model reliability concerns to regulatory complexities and internal resistance, the audience will discover practical, proven strategies for moving from limited, tactical AI uses to impactful, organization-wide deployments that generate substantial value, prioritized and measured by ROI.
Key Takeaways: AI at Scale
Operationalizing AI at Scale: Learn a strategic, step-by-step approach to build an AI roadmap aligned with business objectives for measurable, sustainable ROI.
Bridging the AI Gap: Gain clarity on common pitfalls in AI scaling and how to align technology, data, stakeholders, and business strategy effectively for success.
Driving AI Adoption: Discover methods to build trust, transparency, and cross-functional collaboration, transforming AI from siloed experiments into a competitive enterprise-wide advantage.
Dr. Anna Litvak-Hinenzon's session, "Cracking the AI Scaling Code: A Strategic Roadmap to Enterprise-Wide Impact, will be streamed globally from Boston on September 16-17, 2025 as part of The Artificial UnIntelligence Conference.
About Dr. Anna Litvak-Hinenzon
Dr. Litvak-Hinenzon is an Adjunct Professor and AI Subject Matter Expert at Georgetown University's Master's program in AI Management, teaching AI Product and Solution Development and Management, and AI Ethics. She is also a Chief AI Strategist & Founder at al-tech.ai, guiding organizations in leveraging AI for transformative growth and training executives in AI literacy. Previously, as
Global SVP at The RepTrak Company, she led AI Products, delivering strategic insights to Fortune 500 companies. Former experiences include senior leadership roles at Tessella (Capgemini Engineering) and Verisae (Accruent).
With a Ph.D. in Applied Mathematics, 11 patents, numerous publications, and extensive thought leadership, Dr. Litvak-Hinenzon consistently helps organizations align technology innovation with strategic business goals. She is also a board director, advisor, and founding member of CHIEF as a passionate advocate for women's leadership in technology.
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The Artificial UnIntelligence Conference is a community of over 1000 AI practitioners who share stories about their use of AI, including the tools and processes they are exploring. If this sounds like a community you'd like to align with and support, join the conference as a sponsorship.
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