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ServiceNow

Rencore monitors ServiceNow across 38 governance policies, 14 reports, and 15 inventories, detecting AI agent risks, access issues, and instance sprawl automatically.

Published For Head of IT, CISO, IT Admin
AI & Agents

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Definition

Rencore ServiceNow governance is a set of 38 policies, 14 reports, 17 segments, and 15 inventories that audit ServiceNow AI agents, users, and instance configurations for security gaps, access control issues, and operational risks. It detects AI agents with excessive data permissions, users not linked to Entra ID, inactive accounts consuming licenses, and instance configurations that bypass organizational security policies.

See ServiceNow in Rencore

Step 1 of 4

93 governance capabilities: 15 inventories · 38 policies · 14 reports · 17 segments · 6 automations

Why govern ServiceNow with Rencore

Govern AI agents

Detect ServiceNow AI agents with excessive data permissions, agents accessing sensitive tables without approval, and agent configurations that bypass security controls. 38 policies cover the full agent lifecycle.

Control user access

Find users not linked to Entra ID, inactive accounts still consuming licenses, and users with admin roles beyond their requirements. Enforce cross-platform identity governance.

Monitor instance health

Track instance configuration drift, detect settings that deviate from organizational security baselines, and identify customizations that create upgrade risks.

Track adoption and usage

Reports show AI agent activity, user engagement trends, most-used features, and license utilization. Segment users by role, department, and activity level.

What Rencore discovers

Rencore automatically inventories these ServiceNow object types.

ServiceNow Instance
ServiceNow instances that are configured to be scanned
ServiceNow AI Agent
AI agents registered in ServiceNow AI Control Tower
ServiceNow AI Model
AI models configured in ServiceNow
ServiceNow AI Skill
Virtual Agent skills in ServiceNow
ServiceNow User
Users with access to the ServiceNow instance
ServiceNow User Group
User groups in ServiceNow
ServiceNow inventory card in Rencore

How ServiceNow governance works in Rencore

Rencore connects to ServiceNow via the ServiceNow API and inventories AI agents, users, roles, instance configurations, and usage data. Policies run on every scan cycle and evaluate each resource against governance rules, flagging agent risks, access issues, and operational problems.

The AI agent governance imperative

ServiceNow’s AI agents access sensitive ITSM data, HR records, and customer information. Without governance, agents accumulate permissions beyond their requirements, and configurations drift from security baselines. Rencore applies consistent AI agent governance across ServiceNow, Copilot Studio, and other agent platforms.

Who uses ServiceNow governance

CISOs use it to audit AI agent permissions and enforce data access controls. Heads of IT track instance health and license utilization. IT administrators enforce identity governance by linking ServiceNow users to Entra ID.

Getting started

Provide Rencore with ServiceNow API credentials. All 38 policies activate on first scan, covering AI agents, users, and instance configurations automatically.

Policies

38 governance rules that detect violations and risks.

ServiceNow policies card in Rencore
ServiceNow AI agent is live and callable
Agents in an active state are callable, raising the likelihood that any weakness is exploited
High Security
ServiceNow external user is active and reachable
Active external users are externally-reachable identities and a more likely entry point for compromise
High External Access
ServiceNow AI agents without approval
Detects active AI agents that have not been through an approval workflow
High Security
ServiceNow AI agents without guardrails
Detects active AI agents that have no guardrail configuration attached
High Security
ServiceNow AI models not in approved state
Detects active AI model configurations that have not been explicitly approved
High Security
Inactive ServiceNow users with assigned roles
Detects deactivated users that still have role assignments
High Security

Need a rule that isn't listed? Rencore's Policy Builder lets you create custom policies tailored to your organization.

Reports

14 analytics views and dashboards.

ServiceNow AI Agents by status
Shows the number of AI agents grouped by their current status
Bar Chart · Operation
ServiceNow AI Agents by model
Shows which AI models are used by how many agents
Column Chart · Operation
ServiceNow users by role
Shows the top 10 most assigned roles and number of users per role
Bar Chart · Security
ServiceNow AI Models by provider
Shows the distribution of AI models across providers
Column Chart · Operation
ServiceNow AI Models by state
Shows the number of AI models grouped by their current state
Bar Chart · Operation
ServiceNow AI Execution Plans by state
Shows the distribution of execution plan outcomes
Bar Chart · Operation
ServiceNow reports card in Rencore

Automations

6 automated remediation workflows.

Create ServiceNow Incident for Unapproved AI Agent
When an AI agent without approval is detected, create a ServiceNow incident so ITSM can track remediation.
Create ServiceNow Incident for AI Agent Without Guardrails
When an active AI agent is detected without guardrail configuration, create a ServiceNow incident for the security team.
Create ServiceNow Incident for Unapproved AI Model
When an active AI model is not in an approved state, create a ServiceNow incident to track governance review.
Create ServiceNow Incident for External User with Privileged Role
When an external ServiceNow user is found holding a role, create a ServiceNow incident for access review.
Create ServiceNow Incident for Disabled Injection Protection Guardrail
When a ServiceNow guardrail has injection protection disabled, create a ServiceNow incident for the security team.
Create ServiceNow Incident
Starting point for creating a ServiceNow incident from any automation. Pick the trigger and fill in the incident details.

Segments

17 data groupings for targeted filtering.

Active ServiceNow AI AgentsServiceNow AI Agents pending approvalExternal ServiceNow UsersInactive ServiceNow UsersLocked Out ServiceNow UsersDeprecated ServiceNow AI ModelsDraft ServiceNow AI AgentsPublished ServiceNow AI SkillsDraft ServiceNow AI SkillsFailed ServiceNow AI Execution PlansActive ServiceNow AI GuardrailsInactive ServiceNow AI GuardrailsActive ServiceNow AI Use CasesFailed ServiceNow AI Usage LogsActive ServiceNow AI TriggersHigh-cost ServiceNow AI ModelsDeprecated ServiceNow AI Models still incurring spend

Frequently asked questions

Does Rencore support governance for AI tools beyond Microsoft Copilot?
Yes. Rencore connects to Claude, OpenAI, Gemini, GitHub Copilot, Cursor, Windsurf, AWS Bedrock, Azure AI Foundry, and other AI platforms. Each connector provides tailored policies for cost management, security, adoption tracking, and access control, giving IT a unified governance view across all AI tools the organization uses.
What is Rencore governance?
Rencore governance is a SaaS platform that continuously monitors your Microsoft 365 tenant for policy violations, configuration drift, and security risks across SharePoint, Teams, Power Platform, Copilot, and AI Agents. It automates compliance evidence collection, surfaces oversharing and sprawl, and provides actionable remediation workflows, reducing manual audit effort by up to 80%.
How do Rencore policies work?
Rencore ships with hundreds of pre-built policies that detect governance violations across every connector, oversharing, sprawl, cost overruns, security risks, and compliance gaps. Policies run on a continuous schedule, evaluate each discovered object against configurable rules, and flag violations with severity (High, Medium, Low), category, and a recommended action.

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