AI integration in every package – What ServiceNow's new AI strategy means for customers

Co-Author: Leon Antretter
 

Artificial intelligence is no longer a technology of the future. It is already transforming the way we work—both in our personal lives and in the workplace. Recognizing this shift, ServiceNow has fundamentally evolved its product strategy: ServiceNow® AI is no longer offered as a separate add-on but has become an integral part of nearly all new subscription models.

AI integration becomes the standard

ServiceNow has introduced a new generation of subscription packages across its solutions, gradually moving away from its traditional, non-AI licensing model. At the same time, the company is expanding its portfolio well beyond traditional generative AI capabilities.

With the introduction of the new AI Control Tower, ServiceNow also provides organizations with a centralized solution for governing and monitoring AI. This extends beyond ServiceNow-native AI capabilities and is designed to evolve into a governance platform for an organization's entire AI landscape.

What does this mean for existing customers?

In the short term, very little changes for existing customers. Current subscriptions will continue to provide the same functionality they offer today. When renewing a contract—whether at the end of the subscription term or through an early renewal—customers currently have the option to either continue with their existing licensing model or migrate to one of the new AI-powered subscription packages.

It is not yet known how long the legacy licensing models will remain available. However, now is a good time to evaluate the new options. Many of the integrated AI capabilities deliver tangible business value and can significantly simplify day-to-day operations.

More choice means more decisions

For most ServiceNow products, three subscription tiers will be available going forward.

Foundation

The entry point into ServiceNow's AI capabilities, providing out-of-the-box generative AI features and prebuilt skills.

Typical capabilities include:

• Summarizing records and cases
• Pattern recognition
• Automatic request categorization
• Task-specific assistance for agents

Advanced

The next tier expands these capabilities with agentic workflows and more advanced automation.

Typical capabilities include:

• Understanding context and relationships
• Applying domain-specific knowledge
• Automating complete process steps
• AI Agents for more complex business tasks

Prime

The most comprehensive tier enables organizations to build their own AI Specialists, AI Agents, and custom skills.

Typical capabilities include:

• Custom AI Agents
• Role-based knowledge
• Advanced decision support
• Maximum flexibility for business process automation

ServiceNow AI integration in Customer Service Management (CSM)

ServiceNow® Customer Service Management (CSM) provides a good example of how the new subscription models differ from previous offerings.

Previously, only a limited number of users had access to Now Assist. Under the new CSM Advanced subscription, all eligible users gain access to the available AI capabilities.

In addition, the new packages include components such as:

• Process Mining
• Workflow Data Fabric Foundation
• AI Control Tower for ServiceNow AI assets
• Significantly higher AI usage allowances

One concept customers should understand is Assists, which form the basis for measuring AI consumption.

What are Assists?

Assists are the consumption unit for many AI capabilities within the ServiceNow platform. Depending on the complexity of a request or an AI Agent invocation, different numbers of Assists are consumed. Organizations should therefore establish appropriate governance early on to monitor usage and avoid unexpected additional costs. The number of Assists consumed by individual AI Agents can be found in the relevant ServiceNow documentation.

Which AI Agents are already available?

ServiceNow currently offers more than 100 preconfigured AI Agents. Before using them, organizations should verify whether the respective AI Agents are included in their subscription.

Some examples include:

• Next Action Recommendation AI Agent
  This AI Agent analyzes similar cases, relevant knowledge articles, and other available information to recommend the most appropriate next steps for resolving an issue. The result is a structured action plan for the user.
• Record Field Value Prediction AI Agent
  This AI Agent automatically predicts and populates record fields. It also explains the reasoning behind its recommendations and can perform sentiment analysis.
• Prioritize Work AI Agent
  Based on priorities, SLAs, and additional contextual information, this AI Agent creates a structured work plan and helps users manage their workload more efficiently.
• Image Processor Agent
  This AI Agent analyzes image attachments and automatically creates records from their contents. Relevant information is extracted, processed, and integrated directly into existing workflows.
• Incident Knowledge Article AI Agent
  This AI Agent identifies relevant knowledge articles for an incident and, with user approval, can even generate new knowledge articles when suitable content is not already available.
• Incident Resolution Details AI Agent
  This AI Agent recommends potential resolutions for incidents and assists users in documenting the final resolution.

Conclusion

AI is becoming an integral part of every business application, and ServiceNow has made it clear that artificial intelligence will be a core component of its platform going forward. For many organizations, this presents an opportunity to improve operational efficiency, better support employees, and unlock new automation potential. At the same time, AI should no longer be viewed as a standalone technology initiative but as a strategic pillar of business transformation.

Now is the right time to develop a clear AI strategy and establish a roadmap for adopting and scaling AI technologies across the organization.

If you have questions about the new ServiceNow subscription models, available AI capabilities, or the development of a tailored AI roadmap, we would be happy to help you identify and implement the solutions that best fit your business.