Frameworks That Scale — How Leaders Are Building AI-Enabled Orgs

Across industries, one theme is emerging loud and clear: artificial intelligence is no longer confined to pilot projects or isolated teams. Leaders are moving toward enterprise AI transformation, creating frameworks that allow innovation to scale across the entire organization. At AGENTIC, part of a GenAI event series, we’re showcasing how executives and technologists are making this shift real, turning AI from experiments into measurable business value.

From Experiments to Enterprise AI Automation

Most enterprises begin their AI journey with small, department-level projects, like chatbots in customer service, anomaly detection in finance, or predictive analytics in operations. But scaling requires more than piecemeal adoption. According to a 2024 McKinsey Global Survey, just 23% of organizations have moved from pilot programs to widespread enterprise AI automation, and the most successful adopters invested early in organizational frameworks that embed AI into strategy and culture (McKinsey, 2024).

Those frameworks often begin with AI infrastructure at scale: consistent data pipelines, robust governance practices, and integration layers that make it possible to deploy AI across multiple functions. Without this foundation, projects tend to stall, duplicate efforts, or fail to meet compliance standards.

For more context on how leaders are defining truly agentic systems, read our article on How to Know if Your AI Is Truly Agentic

Intelligent Process Automation and Integration

One of the fastest-growing approaches is RPA and AI integration. Robotic Process Automation (RPA) alone can reduce repetitive tasks, but when paired with AI models, it becomes a force multiplier. Gartner projects that by 2026, 80% of enterprises will have adopted some form of AI-augmented automation to accelerate efficiency (Gartner, 2023).

This shift is on display at intelligent process automation events, including AGENTIC’s dedicated sessions. Enterprises are now automating workflows with AI to streamline document processing, claims management, and compliance reporting—reducing manual overhead while boosting accuracy. For example, Deloitte has found that organizations combining RPA with AI capabilities see cost reductions of 20–60% in certain operational areas (Deloitte, 2023).

Want to learn how AGENTIC differs from other events in this space? Read What Makes AGENTIC Different From Other AI Events

Scaling AI for Operational Impact

Scaling is about more than technology; it’s about embedding intelligence into organizational DNA. Leaders who are succeeding in large-scale AI deployment are applying modular, repeatable frameworks that allow AI models to be reused across functions.

The payoff is substantial. Enterprises that deploy AI broadly report measurable cost savings with AI as well as productivity gains. Accenture research shows that companies using AI for operational efficiency achieve up to 30% improvements in throughput and cycle times across supply chains (Accenture, 2024). Beyond back-office savings, AI is also creating new revenue opportunities by enabling personalization at scale and predictive product design.

Building AI-Enabled Organizations

What sets advanced organizations apart is their ability to align innovation with governance. They build feedback loops, establish ethics boards, and create data stewardship programs to ensure scaling AI doesn’t lead to scaling risk. PwC highlights that companies with strong governance frameworks are twice as likely to achieve their ROI goals from AI investments compared to those without such guardrails (PwC, 2024).

This emphasis on responsible scaling reflects the growing understanding that AI-led business optimization isn’t only about efficiency, but it’s also about building trust, resilience, and adaptability into the enterprise. 

Why Attend AGENTIC

This October 27–29, AGENTIC in Arlington, VA will bring these strategies to life. As part of our applied AI showcase, attendees will explore practical case studies of enterprise AI transformation and AI infrastructure at scale. Through hands-on AI workshops, you’ll see how to evaluate frameworks for your own organization. And our AI thought leadership panels and industry-specific AI talks will highlight the leaders setting the standard for AI-enabled organizations.

As one of the year’s premier intelligent process automation events and AI networking gatherings, AGENTIC offers unmatched access to peers and pioneers shaping the future of artificial intelligence. Whether you’re pursuing enterprise AI automation, exploring RPA and AI integration, or planning large-scale AI deployment, AGENTIC is the destination to find answers and frameworks that scale.

The Bottom Line

Not every organization that experiments with AI is ready to scale it. But those that invest in infrastructure, governance, and cultural readiness are building AI-enabled organizations that will define the next decade of competition.

If you’re navigating the challenges of scaling AI, AGENTIC offers direct access to the playbooks and pioneers who are building the AI-driven enterprises of tomorrow. View the agenda and register today to secure your seat at this pivotal live AI event in 2025.