VikingCloud has launched AI Governance Services to help businesses identify unauthorized AI tools, assess security and compliance gaps, and establish plans for managing AI-related risks. The offering includes a three-week AI Health Check and a more extensive four- to six-week AI Readiness Assessment. The launch addresses a growing governance challenge for large, multi-location organizations: according to research cited by VikingCloud, only 4% require a corporate security review before individual locations adopt AI tools.
VikingCloud Targets Shadow AI With New Governance Services
As businesses adopt generative AI and AI-enabled software across departments and locations, corporate security teams are finding it harder to maintain a consistent view of the tools employees use. Individual locations may introduce new applications without formal approval, while existing software vendors can activate AI features that have not been reviewed centrally.
VikingCloud, a cybersecurity and compliance company, is addressing that challenge with AI Governance Services, a new offering designed to identify AI usage, evaluate risk and help organizations close gaps in their governance programs.
The launch is aimed at businesses that need a clearer picture of how AI is being used across their operations, particularly multi-location brands where local teams may have considerable autonomy. VikingCloud says its research found that just 4% of large multi-location brands require a corporate security review before locations adopt AI tools.
Two Assessments for AI Governance Readiness
VikingCloud’s services use a proprietary assessment model covering 10 AI risk areas, including strategy and accountability, data privacy and security, and legal and regulatory exposure. Organizations can select between two assessments based on their needs.
The AI Health Check takes three weeks. Specialists identify AI tools in use, including shadow AI applications, and provide an AI Health Index scored from 0 to 100. Customers also receive a remediation roadmap covering the next 30, 90 and 180 days, with an owner assigned to each recommended action.
The AI Readiness Assessment runs for four to six weeks and provides a more detailed evaluation. It includes 101 checks against documented evidence, mapped to frameworks and requirements including ISO/IEC 42001, the NIST AI Risk Management Framework and the EU AI Act.
The resulting assessment is intended to help organizations communicate their AI governance posture to customers, boards and regulators. VikingCloud also says it can provide a foundation for organizations pursuing ISO/IEC 42001 certification.
The two options address different stages of governance maturity. A health check can help an organization identify immediate priorities, while the longer assessment offers a more structured review of controls and supporting evidence.
Shadow AI Creates a Visibility Problem
The introduction of AI tools outside approved procurement and security processes can leave organizations uncertain about where sensitive information is being shared, which applications employees rely on and whether appropriate safeguards are in place.
Multi-location businesses face an additional challenge: policies established at headquarters may not reflect the tools being used at individual sites. The same issue can arise when software vendors introduce AI features into products already deployed across an organization.
Finding these tools is only the first step. Businesses must also determine which uses are acceptable, who is accountable for oversight and what controls are needed to address identified risks.
VikingCloud’s approach combines discovery with assessment and remediation planning. By assigning owners and deadlines to recommended actions, its health check is designed to turn findings into a practical governance program rather than a standalone inventory.
The announcement does not detail the technical methods used to discover AI applications or explain how comprehensively the service can identify unapproved tools. Organizations evaluating the offering will need to understand how its discovery process works across their particular software environments.
Standards and Regulation Shape Enterprise Requirements
AI governance is increasingly connected to broader security, compliance and risk management processes. Organizations must consider not only whether employees use AI responsibly, but also how they document oversight, manage sensitive data and demonstrate that appropriate controls exist.
VikingCloud maps its readiness checks to several established frameworks and regulatory requirements.
ISO/IEC 42001 provides a management-system standard for organizations establishing and continually improving their AI management practices. The NIST AI Risk Management Framework offers guidance for identifying and managing risks throughout the AI lifecycle. The EU AI Act establishes legal obligations for covered AI systems and the organizations involved in their development or use, depending on their roles and the applicable requirements.
These frameworks are related but not interchangeable. A readiness assessment can help identify gaps and organize remediation, but completing an assessment does not itself establish regulatory compliance or guarantee certification.
VikingCloud says AI Readiness Assessment clients can manage the work through its Asgard Platform alongside other compliance programs. That integration may help organizations coordinate AI governance with existing security and compliance activities.
Bringing AI Into Existing Compliance Programs
VikingCloud is extending its established assessor practice into AI governance, positioning the services as an addition to the security and compliance work it already provides to businesses. President and COO Kevin Pierce said the company aims to help organizations apply established assessment discipline to AI oversight.
The opportunity is to make AI governance a repeatable business process rather than an occasional review triggered by a new tool or regulatory question. For enterprises, that means maintaining visibility into AI use, documenting decisions, assigning accountability and reviewing controls as applications and regulations evolve.
The announcement does not provide independent results showing how much the assessments reduce risk or improve compliance outcomes. Their practical value will depend on the completeness of AI discovery, the quality of evidence reviewed and how effectively customers implement the resulting recommendations.
As AI adoption spreads across business units and locations, organizations will need processes that connect day-to-day tool usage with corporate accountability. VikingCloud’s new services target that gap with a structured path from AI discovery to risk assessment and remediation planning.
Market Landscape
AI governance is developing into a core component of enterprise cybersecurity and compliance. Organizations need to identify AI usage, understand associated risks and document how those risks are managed.
Key areas include:
- Shadow AI discovery: Identifying AI tools adopted without formal approval.
- AI risk assessment: Evaluating privacy, security, accountability and regulatory exposure.
- Governance frameworks: Mapping internal controls to standards such as ISO/IEC 42001 and the NIST AI Risk Management Framework.
- Remediation planning: Assigning owners, priorities and deadlines to address identified gaps.
- Compliance evidence: Maintaining documentation that supports internal reviews and external assessments.
VikingCloud’s offering combines these elements into two assessment packages. Its differentiation will depend on the depth of its discovery process, the usefulness of its recommendations and the ability of organizations to turn findings into sustained governance practices.
Top Insights
- VikingCloud launched AI Governance Services to help enterprises discover AI usage and address governance gaps.
- Its three-week AI Health Check includes a 0–100 AI Health Index and a 30-, 90- and 180-day remediation plan.
- The four- to six-week AI Readiness Assessment includes 101 evidence-based checks.
- Assessments map to ISO/IEC 42001, the NIST AI Risk Management Framework and the EU AI Act.
- VikingCloud cites research finding that only 4% of large multi-location brands require corporate security review before locations adopt AI tools.
Power Tomorrow’s Intelligence — Build It with TechEdgeAI
