AI functionality across the market is changing rapidly, and Workday’s AI strategy is no different. Since 2024, Workday has significantly expanded its AI capabilities through a series of acquisitions including Paradox, Flowise, and Pipedream with its most recent being the $1.1 billion dollar acquisition of Sana in fall of 2025. The acquisition of Sana marks a meaningful shift in how Workday is positioning AI across its platform.

At first glance, this shift may appear to be a continuation of Workday’s existing AI roadmap. However, the transition from Illuminate to Sana reflects something more significant. It signals a broader architectural and commercial shift that customers should take the time to understand.

A Shift in Workday’s AI Strategy

At a high level, Illuminate focused on AI embedded within Workday, enhancing applications with capabilities such as automation, intelligent recommendations, and document processing. These features were integrated into workflows across HR, finance, and other core areas. Workday also consistently emphasized governance and the responsible use of AI within the Illuminate framework, including security, compliance, and auditability. In short, Illuminate enhanced Workday applications with AI, bringing automation, recommendations, and intelligence directly into vertical operational workflows, while maintaining a strong focus on trust and control.

Sana now represents a different approach. It is being positioned as a more unified interface where users can search, interact with enterprise knowledge, and initiate actions across systems, not just within Workday’s individual verticals. This represents a critical shift from application-level AI to a more integrated workflow-oriented AI layer.

From Embedded Capabilities to a Broader Platform Layer

With Illuminate, AI capabilities were experienced within Workday’s product structure and embedded into specific modules and workflows. With Sana, Workday is introducing a more centralized interaction model as what Workday is describing as a “front door for work.”

Rather than navigating between systems to complete tasks, users are meant to engage AI through a single experience that connects data, workflows, and actions across the enterprise. Rather than being siloed across Workday’s products vertically, Sana now allows horizontal integration for seamless work across products and tools.

That said, Sana does not replace Illuminate entirely. A more accurate way to think about the transition is that Sana brings the experience layer to the forefront, while the governance, trust, and control principles associated with Illuminate continue to underpin how AI capabilities are delivered. The structure of the ecosystem is evolving, but the underlying requirements around security, compliance, and accountability remain crucial.

Workday Customer Considerations

A shift in how Workday is positioning itself in the market

AI is no longer framed primarily as a feature within HCM or Finance. Instead, it is becoming part of a broader platform strategy, one where Workday is aiming to play a larger role in how users navigate work across systems. This may position Workday more directly alongside vendors that are competing to become the primary AI interface layer of the enterprise.

From a customer perspective, this raises an important question: how much value will actually come from cross-system coordination, and what level of integration is required to realize that value? As with many platform shifts, the technology itself is only part of the equation. Execution, alignment, and adoption will ultimately determine outcomes.

Governance becomes more important

As AI expands beyond individual applications and begins to interact with multiple data sources and workflows, the need for strong controls increases. While Sana may change how users engage with AI, it does not reduce the importance of security, permissions, auditability, and compliance. A more connected AI environment requires these capabilities to be more robust and consistently enforced.

Commercial Models Will Likely Evolve

At this stage, Workday has not clearly defined how Sana will be packaged or priced over the long term. This is not unusual. Across the enterprise software market, vendors have followed a similar pattern of introducing AI as embedded functionality before gradually evolving toward more distinct and variable pricing models.

Workday’s own history suggests a similar trajectory. As seen in other areas, pricing models can shift over time, moving from more predictable structures toward models that scale with usage, adoption, or organizational growth. This creates both opportunity and risk for customers, particularly if expectations are not clearly defined early.

Ultimately, the transition from Illuminate to Sana reflects a broader trend in enterprise technology. AI is moving from being embedded within individual systems to becoming a layer that connects them. Workday is aligning with that shift, positioning Sana as a central interface for accessing information, coordinating workflows, and interacting with enterprise data.

What Can Workday Customers Do Now?

As Workday introduces Sana, customers should take a more deliberate approach to evaluating both functionality and commercial impact. Start by pushing for clarity on how these capabilities will be packaged and priced. It is crucial for customers not to operate under the assumption that AI features will remain bundled.

As with other areas of Workday’s portfolio, pricing models are likely to evolve, and early transparency will be critical to maintaining control and ensuring your organizations can make the most informed decisions on your Workday AI landscapes.

In addition, customers should take a more proactive stance as Sana’s impact continues to evolve. This means going beyond general awareness and preparing for real commercial impact.

• Tie this to your next decision point: Whether it’s a renewal, expansion, or AI adoption discussion, use that moment to push for clarity on how Sana will be priced, packaged, and governed.
• Pressure test the value story: Don’t assume cross-system orchestration will deliver immediate ROI. Validate where it will actually drive measurable impact before committing broadly.
• Separate AI from core negotiations: Treat Sana and related AI capabilities as a distinct layer when evaluating contracts to avoid being locked into unclear or evolving pricing models.
• Push internally for alignment: Ensure IT, procurement, and finance are aligned on how AI will be evaluated, funded, and governed before engaging further with Workday.

Taking these steps early will help organizations maintain control as Workday’s AI strategy, and its commercial model, continues to take shape.

The Bottom Line

Workday’s shift from Illuminate to Sana reflects a move toward AI as a broader platform layer. While this creates new opportunities, it also introduces new considerations around value realization, governance, and cost.

Customers should approach this transition with a critical lens. Understanding what is changing and how it may impact both functionality and commercial structure will be key to ensuring AI capabilities deliver value without introducing unnecessary risk.

Make sure your organization is prepared for what’s next. Connect with our experts to assess how Workday’s evolving AI strategy could impact your roadmap, costs, and governance model: Explore Workday Commercial Advisory Services.