Can a Sugar Company Lead the AI Revolution?

Dec 18, 2025
Article
Can a Sugar Company Lead the AI Revolution?

Introduction: An Unlikely Leader in the Tech Race

The sprawling sugarcane fields of Florida seem an entire world away from the gleaming data centers of Silicon Valley, yet one of the agricultural industry’s oldest players is quietly writing a playbook for the future of artificial intelligence. This raises a compelling question: How can a company rooted in a traditional industry like sugar production possibly emerge as a vanguard in the hyper-competitive tech race? The answer lies within the story of Florida Crystals, a global agribusiness that is defying industry stereotypes through a deeply ingrained culture of technological pioneering.

At the heart of this transformation is Chief Information Officer Kevin Grayling, who, since joining in 2017, has accelerated the company’s journey toward an AI-driven future. However, this is not a story of a single executive imposing change but rather one of a business building upon a decades-long legacy of innovation. The case of Florida Crystals serves as a powerful blueprint, offering invaluable lessons for other legacy industries seeking to navigate the complexities of the digital age and harness the transformative power of emerging technologies to secure a competitive advantage.

Building on a Legacy of Digital Pioneering

Florida Crystals’ current push into artificial intelligence is not an abrupt pivot but the next logical step on a path forged long before the current AI boom. The company’s reputation for technological foresight was established under the previous leadership of CIO Don Whittington, whose 17-year tenure created an exceptionally modern and sophisticated IT landscape. This forward-thinking approach meant that when Grayling arrived, he did not inherit a portfolio of outdated legacy systems in desperate need of modernization, a common challenge that stifles innovation at many large enterprises.

Instead, he took the helm of an organization that had already achieved several landmark milestones. Florida Crystals was the first company in the world to migrate its core SAP systems to the cloud with Virtustream back in 2009. It followed this achievement by becoming the first to implement SAP HANA and, subsequently, the first to adopt SAP S/4HANA. This robust foundation provided a significant strategic advantage, allowing the company to sidestep the painstaking process of foundational digital migration and focus its resources directly on next-generation transformation and value creation.

Driving a Modern Transformation Agenda

With a solid technological base in place, Kevin Grayling spearheaded a series of initiatives designed to further modernize the company and prepare it for a future defined by data and intelligent automation. Drawing on his extensive experience in manufacturing and consumer packaged goods from his time at Kraft Foods/Mondelēz, he launched over 20 distinct digital transformation projects. These efforts were carefully coordinated with the company’s agriculture, manufacturing, and brand divisions to ensure that technological advancements were not just implemented but were also strategically aligned with core business objectives across the entire enterprise.

Architecting for Agility: The Strategic Shift to SaaS

A cornerstone of Grayling’s strategy was a deliberate and aggressive shift in the company’s enterprise architecture toward a Software-as-a-Service (SaaS) model. When he joined, the company’s IT environment was a hybrid mix, with approximately 50-60% of its solutions delivered as SaaS. Recognizing the need for greater flexibility, scalability, and speed, he drove a strategic transition that has resulted in a dominant 80-90% SaaS architecture.

This architectural evolution was not merely a technical exercise; it was a fundamental change that enhanced the company’s ability to adapt to market dynamics and innovate rapidly. By moving away from on-premise infrastructure, Florida Crystals unlocked new levels of agility, enabling business units to deploy new capabilities and respond to operational demands without the constraints of traditional IT cycles. This SaaS-first approach has become the bedrock upon which the company is building its future digital and AI-powered initiatives.

Building Resilience Through Pre-Pandemic Digitalization

The strategic foresight of Florida Crystals’ leadership was brought into sharp focus by two major projects completed just before the global disruptions of 2020. The first was a comprehensive overhaul of its telecommunications infrastructure, migrating from a traditional, on-premise PBX phone system to Microsoft Teams for all voice calling needs. This move not only resulted in a dramatic 78% reduction in telecom expenses but, more critically, provided the seamless communication platform necessary to transition its 3,500 office-based employees to remote work virtually overnight when the pandemic began.

Simultaneously, the company implemented SAP Ariba as its new source-to-pay procurement system across its U.S. and Canadian operations. This initiative digitized critical supply chain functions, including invoice management, purchase order creation, and digital payments. When global supply chains faced unprecedented strain, this automated and transparent system ensured the continuity of financial operations and procurement processes, demonstrating how proactive digitalization builds essential organizational resilience against unforeseen challenges.

Unlocking Operational Excellence with Process Intelligence

A more recent but equally impactful initiative has been the company’s deep dive into process intelligence. In late 2021, Florida Crystals partnered with Celonis to gain data-driven visibility into its complex business processes, with an initial focus on finance, procurement, and the inbound supply chain. This collaboration has allowed the company to move beyond traditional analytics and understand the real-world execution of its operations, identifying bottlenecks and inefficiencies that were previously hidden.

The application of this technology has yielded tangible results. For instance, the creation of accounts payable dashboards that automatically flag potential issues like missed supplier discounts or duplicate invoices has eliminated a significant amount of manual, low-value work. This frees up employees to concentrate on more strategic, action-oriented tasks. Moreover, the clear process insights provided by the Celonis platform have streamlined the onboarding of new team members, enabling them to become proficient in their roles more quickly and effectively.

The Cultural Bedrock of Innovation

Technology alone does not drive transformation; culture is the essential catalyst that turns potential into reality. Florida Crystals’ success is profoundly rooted in a corporate environment that not only supports but actively encourages technological innovation. Grayling and his team operate with the full backing of the C-suite, which understands that pioneering new technologies inherently involves calculated risk.

This support fosters a culture of psychological safety, where experimentation is encouraged and failure is treated as a valuable learning opportunity. The prevailing mentality is one of “fail fast, learn, and move on,” which empowers teams to pursue ambitious, cutting-edge projects without the fear of reprisal if an initiative does not meet its initial expectations. It is this non-technical factor—a shared belief in the value of innovation and a tolerance for the iterative process of discovery—that truly underpins the company’s ability to stay ahead of the technological curve.

Forging the Future with an Agentic AI Strategy

Building on its strong foundation, Florida Crystals is now actively charting its course into the era of advanced artificial intelligence. The company’s strategy is not to build every solution in-house but to leverage the capabilities of its key technology partners to develop and deploy targeted AI applications. The process intelligence provided by Celonis is viewed as a critical bridge, connecting current automation and machine learning capabilities to what the company terms “true agentic AI,” with dozens of additional use cases being explored across the organization.

This forward-looking approach involves concrete collaborations with major tech players. Florida Crystals is working with Microsoft to create bespoke AI agents within its Copilot Studio platform, empowering business users to build intelligent assistants for specific tasks. In parallel, the company has engaged C3 AI to develop highly specialized AI solutions for its core operations, including projects focused on optimizing the efficiency of its sugar mills and improving the complex logistics of harvest planning. This practical, use-case-driven approach ensures that AI is not just a theoretical concept but a tool applied to solve real-world business challenges.

Reflection and Broader Impacts

The journey of Florida Crystals offers a compelling narrative of strategic foresight and disciplined execution. As the company continues to push the boundaries of what is possible in a traditional industry, its experiences provide critical lessons on both the opportunities and the challenges that lie ahead on the path to an AI-augmented future.

Strengths and the Human-Centric Challenge

The company’s primary strengths are clear: a robust and modern technological foundation combined with a deeply ingrained culture that champions innovation. This powerful combination has enabled it to consistently punch above its weight in the technology arena. However, the most significant challenge on the horizon is not technological but human. As Florida Crystals moves toward the widespread adoption of agentic AI, the central hurdle will be managing the human element of change.

The new paradigm will require fostering a deep sense of trust between employees and their AI counterparts. This involves more than just implementing new software; it necessitates a fundamental shift in how work is conceived and managed. Employees and managers will need to learn how to effectively collaborate with, delegate to, and even “performance manage” these intelligent AI agents, a task that will require new skills, new workflows, and a thoughtful approach to change management.

A New Paradigm for Traditional Industries

The broader implications of Florida Crystals’ story extend far beyond its own operations. It serves as an influential model for how other companies in legacy sectors, from agriculture and food production to heavy manufacturing, can redefine their competitive landscape. The company proves that an organization’s industry does not have to be its destiny and that a relentless focus on technology can create a powerful and sustainable competitive advantage.

By strategically leveraging cloud architecture, process intelligence, and now artificial intelligence, Florida Crystals is transforming its operational reality. This case study demonstrates that with the right vision, culture, and long-term commitment, any organization, regardless of its industrial heritage, can not only adapt to the digital age but can also position itself to lead from the front.

Conclusion: The Sweet Success of a Tech-Forward Vision

In the end, Florida Crystals’ journey offered a definitive answer to whether a company from a traditional sector could lead in technology. Its success was not an accident but the direct result of a powerful combination of visionary leadership that saw beyond industry norms, a resilient corporate culture that embraced calculated risks, and a strategic, long-term approach to technology adoption that consistently prioritized innovation over inertia.

The company’s history of digital pioneering, from its early cloud adoption to its current pursuit of agentic AI, reaffirmed that an organization’s potential is defined by its ambition, not its origins. Through disciplined execution and an unwavering commitment to progress, this sugar company provided a compelling and instructive blueprint for any organization, in any industry, that aspires to thrive and lead in the rapidly evolving age of artificial intelligence.

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