AI Governance

Manage and govern AI systems across your organization — with structured oversight, risk controls, and alignment to evolving regulatory and ethical standards.

Product Overview

Govern AI Systems with Confidence and Control

AI Governance is the process of managing risks, controls, and compliance associated with artificial intelligence systems across an organization. SmartSuite’s AI Governance software provides a structured, scalable system to oversee AI usage — ensuring transparency, accountability, and alignment with regulatory and ethical standards.

SmartSuite enables organizations to inventory AI systems, assess associated risks, and implement governance controls across the AI lifecycle. With a centralized system of record, teams can track AI models, data usage, decision logic, and ownership in a way that is repeatable, auditable, and defensible.

The product supports emerging frameworks and standards such as the NIST AI Risk Management Framework (AI RMF), EU AI Act, and other global AI governance guidelines — while remaining flexible enough to align with internal governance models.

SmartSuite delivers real-time visibility into AI risk and compliance posture, enabling organizations to monitor model usage, identify potential bias or risk exposure, and ensure appropriate oversight. This supports responsible AI adoption while reducing regulatory and reputational risk.

As part of SmartSuite’s connected GRC architecture, AI Governance extends beyond static documentation.

AI governance insights are continuously informed by:

  • Enterprise and operational risk assessments
  • Compliance requirements and regulatory obligations
  • Data governance and privacy risk activities
  • Incident and issue management related to AI systems
  • Third-party AI vendors and model providers

This ensures that AI governance is not isolated, but part of a connected, continuously evolving governance framework across the enterprise.

The product supports a wide range of AI governance use cases, including:

  • AI system inventory and classification
  • AI risk assessment and impact analysis
  • Model governance and lifecycle management
  • Regulatory compliance (EU AI Act, NIST AI RMF)

The result is an AI governance program that is:

  • Structured and defensible for regulators and auditors
  • Proactive and scalable across AI use cases
  • Transparent and accountable for leadership and stakeholders

SOLUTION SUITE
GRC & Resilience
AI Governance
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Compliance Management
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Cyber & IT Risk
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Enterprise Risk Management
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ESG Management
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Internal Audit Management
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Operational Resilience & Business Continuity
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Privacy Management
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SOX Management
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Third Party Risk Management
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AI Governance

Core Capabilities

SmartSuite’s AI Governance product provides the capabilities required to manage AI systems and risks across their lifecycle — combining structured workflows, risk assessment, and real-time oversight in a unified platform. Each capability integrates with other SmartSuite products, ensuring alignment across risk, compliance, and operational workflows.

AI System Inventory

Maintain a centralized inventory of AI systems, models, and use cases across the organization.

AI Risk Assessments

Evaluate risks related to bias, fairness, transparency, and operational impact.

Model Lifecycle Management

Track AI models from development through deployment, monitoring, and retirement.

Governance Controls & Policies

Define and enforce governance controls aligned with regulatory and ethical standards.

Regulatory Framework Alignment

Align AI governance with NIST AI RMF, EU AI Act, and other emerging standards.

AI Use Case Classification

Categorize AI systems by risk level, criticality, and regulatory requirements.

Dashboards & AI Risk Analytics

Monitor AI risk exposure, compliance status, and governance metrics through real-time dashboards.

Workflow Automation

Automate approvals, assessments, and governance workflows using no-code automation.

Role-Based Access Control

Ensure secure access to AI systems, data, and governance workflows across teams.

The Risk Lifecycle

The AI Governance Lifecycle

SmartSuite supports the full AI governance lifecycle — from inventory through monitoring — with connected workflows and real-time insights.

1

Inventory AI Systems

Identify and catalog AI models, use cases, and associated data across the organization.

2

Assess Risks

Evaluate risks related to bias, fairness, compliance, and operational impact.

3

Define Controls

Establish governance policies, controls, and approval workflows.

4

Monitor & Validate

Continuously monitor AI systems and validate compliance with governance standards.

5

Report & Improve

Provide reporting to stakeholders and continuously refine governance practices.

Connected Risk Ecosystem

SmartSuite products operate as part of a unified GRC platform — ensuring AI governance is continuously connected to risk, compliance, and operational workflows.

The AI Governance product integrates seamlessly with related products to provide a complete view of AI risk and control effectiveness.

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Enterprise Risk Management (ERM)

Centralize enterprise risk management with real-time visibility, standardized assessments, and connected workflows that align risk, controls, and mitigation across your organization.

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Privacy Risk Management

Manage privacy risks with structured assessments, data visibility, and real-time alignment to global regulations and governance requirements.

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Compliance Assessments & Testing

Manage assessment campaigns and testing schedules with a reusable question library, automated workflows, and centralized evidence collection to streamline assurance.

AI Governance
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Incident Management

Capture and resolve incidents with structured workflows, real-time visibility, and integrated response across risk, compliance, and operations.

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Third Party Risk

Standardize vendor due diligence, centralize assessments, and monitor ongoing risk exposure to ensure supplier reliability and compliance.

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Policy Management

Centralize creation, approval, and publication of policies with full lifecycle tracking and attestations, ensuring they remain current, accessible, and auditable.

Who This Product Is For

The AI Governance product supports stakeholders across risk, compliance, data, and technology teams — enabling responsible AI adoption and oversight.

Chief Risk Officer (CRO)
Oversees AI risk exposure and ensures alignment with enterprise risk strategy.
Compliance Manager
Ensures AI systems align with regulatory and ethical requirements.
Data Science / ML Leader
Manages AI models, lifecycle processes, and governance requirements.
Ensures AI data usage aligns with privacy regulations and policies.
Executive / Board Member
Monitors AI risk, compliance, and governance effectiveness through dashboards.

Frequently Asked Questions

Answers to common questions about SmartSuite’s pricing models, plan options, and onboarding programs.

What is AI governance and why is it important for organizations?

AI governance is the process of managing the risks, controls, and oversight associated with artificial intelligence systems across an organization. It ensures that AI is developed and used in a way that is ethical, transparent, and compliant with regulatory requirements. As organizations adopt AI at scale, unmanaged risks—such as bias, lack of explainability, and regulatory exposure—can create significant challenges. SmartSuite provides a structured system to track AI models, define governance controls, and monitor usage across the enterprise. By connecting AI governance to broader GRC workflows, organizations can manage AI risk alongside other operational risks. The result is safer, more compliant, and more trustworthy AI adoption.

How does SmartSuite help organizations inventory and manage AI systems?

SmartSuite enables organizations to create a centralized inventory of AI models, systems, and use cases. Each AI asset can be tracked with attributes such as purpose, ownership, data sources, and risk classification. This provides full visibility into how AI is being used across the organization. By maintaining a structured inventory, teams can ensure that all AI systems are governed consistently. This also supports regulatory requirements for transparency and documentation. The result is a clear and comprehensive view of AI usage.

How does SmartSuite support AI risk assessment and classification?

SmartSuite allows organizations to assess AI risks using configurable frameworks aligned with standards such as NIST AI RMF or internal methodologies. Risks can be evaluated based on factors such as impact, likelihood, and regulatory exposure. Each AI system can be classified according to risk level, enabling prioritized oversight. By standardizing risk assessments, organizations ensure consistency across all AI initiatives. Integration with risk management workflows ensures that AI risks are actively monitored and addressed. The result is a structured and scalable approach to managing AI risk.

How are controls and governance policies applied to AI systems?

SmartSuite enables organizations to define and apply governance controls to AI systems, including policies related to data usage, model validation, and ethical considerations. Controls can be mapped to regulatory frameworks and internal standards. Teams can track control implementation, testing, and effectiveness within the platform. By linking controls directly to AI systems, organizations ensure that governance is enforced consistently. This reduces the risk of non-compliance and operational issues. The result is a controlled and auditable AI governance framework.

How does SmartSuite support regulatory compliance for AI?

SmartSuite helps organizations align AI governance with emerging regulations such as the EU AI Act and industry standards. It provides a centralized system to document AI systems, track compliance activities, and maintain audit trails. By integrating compliance workflows with AI governance, organizations can demonstrate adherence to regulatory requirements. This ensures readiness for audits and regulatory reviews. The result is reduced compliance risk and improved transparency.

How does AI governance integrate with broader GRC workflows?

SmartSuite integrates AI governance with risk, compliance, and audit workflows, ensuring that AI is managed as part of a unified governance framework. AI risks can be linked to enterprise risk registers, while controls can be aligned with compliance programs. Audit workflows can validate the effectiveness of AI controls. This integration eliminates silos and ensures consistent governance across all areas. The result is a cohesive and efficient GRC program that includes AI.

Can SmartSuite scale AI governance across enterprise environments?

Yes. SmartSuite is designed to support organizations with multiple AI systems, teams, and use cases. It provides flexible data models, role-based access, and scalable workflows to ensure consistent governance. Organizations can manage AI across business units and geographies within a single platform. This ensures alignment while accommodating complexity. The result is a scalable and enterprise-ready AI governance program.

How does SmartSuite help organizations build trust in their AI systems?

SmartSuite improves trust by providing transparency, accountability, and structured governance for AI systems. Organizations can demonstrate how AI models are managed, controlled, and monitored. By maintaining clear documentation and audit trails, teams can ensure that AI decisions are explainable and defensible. This builds confidence among stakeholders, regulators, and customers. Over time, organizations can adopt AI more safely and effectively. The result is increased trust and better long-term outcomes..

Build Trust and Control in Your AI Systems

SmartSuite delivers a complete GRC suite that connects AI governance with risk, compliance, and operational workflows.