How the ServiceNow AI Platform works

The ServiceNow AI Platform is the unified foundation for every ServiceNow product, bringing together AI, data, workflows, and security on a single data model.

Watch this video for an introduction to ServiceNow AI Platform architecture.

Overview of the ServiceNow AI Platform

The ServiceNow AI Platform is the unified foundation for every ServiceNow product. It brings together AI, data, workflows, and security to execute work across areas such as IT, CRM, employee experience, risk and security, and application development.

Built on unified data and enterprise governance, the platform enables AI that goes beyond recommendations to take action. ServiceNow AI Agents run workflows across enterprise systems, all governed by your business rules and policies.

With a single data model connecting to hundreds of systems, the platform gives AI the business context it needs to interpret what's happening and act accordingly across every department. This eliminates fragmented tools and enables organizations to put AI to work at scale—without compromising control.

Architecture

The ServiceNow AI Platform supports customization, live reports and monitoring, and strong data privacy. Services on the ServiceNow AI Platform are provided on a multi-instance basis, instead of running one instance with multiple users. Administrators can segregate their data between business entities in a multi-instance architecture, offering different experiences per instance while they all remain centrally managed through the platform. Customization options are available in all instances, with software installation, data importing, and creation of workflows, processes, applications, and UIs.

Performance, reliability, and scalability

The ServiceNow AI Platform is built for enterprise scale, with global datacenter availability and infrastructure that grows with your organization—whether you run a single department or a worldwide operation.

Administration

The ServiceNow AI Platform Admin Center gives business administrators at-a-glance information and access to configuration management.

Localization is available in more than a dozen languages and currencies. In-house and third-party translation services handle communications, virtual agent chat, user input translation, and more. For more information, see Translation and localization.

Upgrade and release management

The ServiceNow AI Platform delivers regular releases on a predictable cadence, with automated testing tools and upgrade options that keep your operations running through every update.

Ecosystem and marketplace

Extend the platform through the ServiceNow Store, where partner-built applications and integrations are available for deployment. A robust partner ecosystem means solutions exist for many industries, use cases, and technology environments.

Subscription Management

Subscription Management provides full visibility into active subscriptions and license consumption from a single location. Use it to right-size your deployment, add capabilities as needs evolve, and maintain budget control across your organization.

Integration

The Workflow Data Fabric enables connections between instances and external services on the ServiceNow AI Platform. Both unidirectional and bidirectional data integrations are available, along with email-based connection, and various other methods and technologies, all through the platform's MID Server system. Connection and automation occur in one place, with full instance and data replication, importing and exporting, and prebuilt processes to address various tasks and third-party services.

AI and automation capabilities

The ServiceNow AI Platform delivers AI experiences and intelligent AI Agents that go beyond recommendations to take action—running workflows across enterprise systems, all governed by your business rules and policies. Now Assist, generative AI, and flexible large language model (LLM) integration bring AI capabilities across every department.

The platform supports prompt customization and prebuilt AI experiences, with full visibility through AI Control Tower. Customize and extend capabilities with AI Agent Fabric to fit your organization's needs.

Platform agentic workflows

Prebuilt platform agentic workflows consisting of AI Agents help organizations accelerate AI-powered automation while maintaining governance, orchestration, and business rules. These out-of-the-box workflows address common enterprise tasks, enabling teams to reduce manual effort, shorten time to value, and scale adoption within a governed framework. Organizations can copy, extend, and customize these workflows to fit their unique processes and business needs.

Security and compliance

The ServiceNow AI Platform protects enterprise data with end-to-end encryption, role-based access controls, and data residency options that meet global regulatory requirements. Check your entitlements to determine whether you have access to specific security and compliance features.

For more information, see Secure your instance.

Identity and access management

Secure every entry point with SSO, SAML, OAuth, and multi-factor authentication, combined with granular role-based access controls. The platform integrates with your existing identity providers so the right people have the right access across every instance and application.

For more information, see Identity and Access Management.

Workflow automation and Playbooks

The ServiceNow AI Platform executes work through a combination of structured workflows and agentic workflows. Playbooks provide stage-gated processes, decision logic, SLA enforcement, and audit trails that ensure AI agents act within the boundaries your organization defines. Agentic workflows break down complex, unpredictable tasks into manageable steps assigned to specialized AI agents. Together, Playbooks and agentic workflows support deterministic process execution and adaptive, context-driven agent action across every department.

Developer and low-code/no-code tooling

Build and extend applications faster with Build Agent, App Engine Studio, Workflow Studio, Integration Hub, andPlaybooks, and more. The platform supports server-side JavaScript development, integration configuration, drag-and-drop workflow creation, user interface design, and AI-assisted application building. Create custom workflows, automate processes, and ship production-ready applications without sacrificing governance or control.

For more information, see App development, agentic development, and low-code.

Knowledge Management

The Knowledge Management capability on the ServiceNow AI Platform provides AI agents with continuous access to verified, current, and structured content across every department. The Knowledge Center closes gaps identified from live incident and case patterns, detects duplicates before they affect agent decisions, and continuously optimizes content for accuracy and accessibility. With knowledge, data, and agentic workflows running on a single unified model, the knowledge layer that governs agent actions scales as AI agents scale across the enterprise.

Platform Analytics and Process Mining

Distribute and consume Platform Analytics through data visualizations and dashboards with optional filters. Explore KPIs and receive insights into significant events in the data. Use dashboards to create a visual story with Platform Analytics data that you can share with multiple users. Use data visualizations based on table, indicator, or other data in dashboards across the Analytics Center. Administrators can use Usage Insights to get information on user engagement with both mobile and web applications, including user population, retention, and behavior.

Process Mining helps you discover ways to streamline your business, find bottlenecks and deviations in workflows, and filter and compare processes. Process Mining identifies where new agentic opportunities exist, measures the impact of agents already deployed, and connects improvement opportunities directly to action on the same platform.

For more information, see Platform Analytics and Process Mining.

Mobile

Your employees can find answers and get things done across IT, HR, facilities, and other departments—all from a mobile application powered by the ServiceNow AI Platform. The platform provides native mobile for the enterprise, delivering tailored experiences for routine employee needs from a single mobile app.

Take advantage of ready-to-use workflows for common use cases with direct connection to data. Simplify development with low-code mobile developer tools that create and customize apps for both iOS and Android. Brand your application completely—add your own logo, color theme, splash screen, and more.

For more information, see Mobile Platform.