Experian Taps ServiceNow as First Partner for Its Enterprise AI Agents

Experian is taking its AI-agent strategy into enterprise workflows where permissions, audit trails and human review can matter as much as the model. ServiceNow, its first deployment partner, will connect agents to Experian’s Ascend platform, beginning with model-risk-management work.

The planned link is designed to let customers use Experian data, decisioning and governance capabilities inside existing workflows. ServiceNow is the first partner to deploy the capabilities; its agents will connect to Ascend, Experian’s analytics and development platform.

Experian calls the system Agent Operating System. It is intended to bring the company’s risk, identity and decision-making capabilities into enterprise software, rather than operate as a standalone agent product. Vijay Mehta, Experian’s chief AI officer, described it as a platform capability that supports commercial products.

The initial use is narrower than a broad automation rollout. Early adopters are primarily using Experian’s model risk management service. Insurers, financial-services providers and lenders are among the first target customers, though Experian also sees organizations already using ServiceNow as prospects.

Experian says a common gateway controls agent traffic, including model selection, prompts, data leaving the environment and policy enforcement. It also describes tightly controlled identity and access management, logging, monitoring and adversarial testing, in which one agent checks another’s actions against rules and policies.

How Experian says it checks agents

• Permissions follow a minimum-access approach: an agent receives only the authority needed for its assigned task.
• Testing uses sandbox environments, synthetic data and other test sources before agents are monitored after deployment.
• Human review remains part of major regulated decisions.

Experian is making the capabilities available through APIs and a Model Context Protocol server, which connects AI applications with tools and data. The system can appear in a user interface or operate behind another application, and it can switch underlying models by workload across commercial, open-weight and open-source options.

The company also builds agents with tools including Amazon Web Services’ Bedrock and keeps an internal registry for reusable agents, skills and content. A semantic layer provides shared data definitions, while knowledge graphs connect distributed information so agents can use it consistently.

ServiceNow gives Experian an initial route into business and technology processes. Whether the model-risk-management use expands into repeatable deployments across its target industries remains the commercial test for the partnership.