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From Use Case to Use Value — Shifting the Enterprise AI Conversation

Written by Modev Staff Writers | Sep 20, 2025 12:00:00 PM

For years, conversations around artificial intelligence in the enterprise have centered on use cases. Leaders asked: Where can AI fit into my organization? What problems can it solve? But as adoption matures, the focus is shifting. Today, the question is no longer just about use cases. Now, it’s about use value. How can AI deliver measurable outcomes that scale across the enterprise, driving efficiency, resilience, and growth? At AGENTIC, part of a GenAI event series, this shift is at the heart of our programming.

Moving Beyond Proof of Concept

Executives are realizing that identifying a use case is only step one. According to McKinsey’s 2024 Global AI Survey, more than 70% of organizations have piloted AI initiatives, but only about 23% have successfully scaled them across the enterprise (McKinsey, 2024). While the potential is clear, the challenge lies in translating proof-of-concept into systemic adoption.

This is the crux of enterprise AI transformation: moving beyond isolated pilots to embedding AI into core operations. At AGENTIC’s AI thought leadership panels, leaders will share how they’ve shifted the conversation from simply testing what’s possible to capturing long-term organizational value. For more on scaling frameworks, see Frameworks That Scale — How Leaders Are Building AI-Enabled Orgs

The Role of Automation in Delivering Value

One of the earliest and most visible ways enterprises realize value is through enterprise AI automation. By automating workflows with AI, organizations reduce manual overhead, boost accuracy, and free employees for higher-value work. The integration of RPA and AI supercharges these benefits: Deloitte reports that combining RPA with AI capabilities can cut process costs by 20–60% (Deloitte, 2023).

These aren’t just theoretical benefits—they are tangible business outcomes. At AGENTIC’s intelligent process automation events, you’ll hear case studies on how enterprises are rethinking automation to drive measurable ROI. To learn more about distinguishing automation from truly agentic systems, read How to Know if Your AI Is Truly Agentic

Scaling to Unlock Business Optimization

True transformation comes when enterprises move from isolated projects to large-scale AI deployment. This requires more than technology—it demands AI infrastructure at scale. Gartner predicts that by 2026, 80% of enterprises will use AI-augmented automation to boost productivity, compared to 20% in 2023 (Gartner, 2023).

When infrastructure, governance, and strategy align, organizations unlock AI-led business optimization. Accenture’s 2024 report found that enterprises embedding AI throughout operations achieve up to 30% productivity improvements across supply chains and workflows (Accenture, 2024).

At AGENTIC’s hands-on AI workshops, you’ll see exactly how leaders are building scalable, repeatable frameworks that enable these outcomes.

Industry-Specific Value

Every industry measures value differently. In healthcare, predictive analytics improves patient outcomes. In financial services, intelligent automation reduces compliance costs. In the public sector, AI adoption helps agencies balance innovation with accountability.

PwC research shows that organizations with robust governance are twice as likely to achieve ROI on AI investments compared to those without such safeguards (PwC, 2024). That’s why AGENTIC’s industry-specific AI talks and applied AI showcase focus not just on flashy pilots but on real-world adoption that delivers measurable business and policy outcomes.

Why the Shift Matters Now

The future of artificial intelligence won’t be shaped by one-off use cases. It will be defined by organizations that capture use value—those able to measure impact, scale adoption, and integrate AI into the fabric of operations.

That’s why live AI events in 2025 like AGENTIC are critical. They offer leaders a reality check, practical frameworks, and direct access to peers and pioneers driving this shift. Through AI networking events, case studies, and applied AI showcases, AGENTIC equips enterprises to move from experimentation to sustained transformation.

Curious how AGENTIC compares to other events? Explore What Makes AGENTIC Different From Other AI Events

The Bottom Line

Enterprise AI is evolving. The old question—what use cases should we pursue?—is giving way to a better one: how do we ensure AI delivers real, measurable value? By focusing on outcomes, investing in infrastructure, and learning from cross-industry leaders, organizations can transform AI from experiment into enterprise advantage.

Join us at AGENTIC, October 27–29 in Arlington, VA, to explore this shift firsthand. View the agenda and register today to connect with peers, see real-world case studies, and shape the next phase of enterprise AI.