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AI Risk Is Growing Faster Than Most Organizations Can Govern

Innovate without Risk

It also creates new pathways for data loss, security breaches, brand damage, regulatory exposure, operational disruption, and uncontrolled spending. Without proper governance, AI can expose your organization to risks that impact shareholders, customers, employees, and the bottom line.

Understand Your Exposure. Prioritize Your Risks. Build Sustainable AI Governance.
Matrix of AI Governance

APPROACH

Top 25 Risks CEOs, CFOs & CTOs Should Be Managing

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Memforma's AI Governance Risk Assessment identifies the highest-risk gaps across Governance, Access, Protection, Control, and Validation so leadership can move faster with confidence.

Financial Risk

Executive Impact

Higher operating costs, reduced ROI, and increased audit exposure.

Security & IP Risk

IT Guy Monitoring AI Spemd
Executive Impact

Loss of competitive advantage and increased cybersecurity exposure.

Product & Customer Risk

Image of people talking about AI Data Flows
Executive Impact

Reduced customer trust and increased churn.

Workforce & Leadership Risk

Executive Impact

Operational inconsistency and unmanaged business risk.

Brand & Regulatory Risk

Audit RTeadiness
Executive Impact

Board scrutiny, reputational harm, and compliance penalties.

AI Risk Tiers - Gap Analysis Framework

HIGH RISK

MEDIUM RISK

LOW RISK

AI Company Risk Stats

55%

of employees report using unapproved AI tools at work, creating security blind spots.

69%

of organizations identify AI-powered data leakage as their top AI security concern.

48%

of employees admit entering non-public company information into AI systems.

5 Governance Pillars

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GOVERN

Who owns the risk?

Establish accountability, decision rights, executive oversight, and policies that align AI with business objectives.

Primary Risks Mitigated

ACCESS

Who has AI access?

Control who can deploy, configure, access, and use AI systems, models, data, and capabilities responsibly.

Primary Risks Mitigated

PROTECT

How Do We Secure Data & IP?

Protect the data, intellectual property, and knowledge assets that power AI and enterprise value.

Primary Risks Mitigated

CONTROL

What guardrails prevent costly mistakes?

Implement controls that reduce operational, financial, and reputational risk.

Primary Risks Mitigated

VALIDATE

Can you trust AI-driven outcomes?

Continuously test, monitor, audit, and verify AI performance and outcomes.

Primary Risks Mitigated

the solution

The 5 Biggest Opportunities We Typically Discover

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1. Reduce AI Costs

Identify duplicate tools, unnecessary licenses, and unmanaged API spend.

2. Accelerate AI Adoption

Remove governance bottlenecks preventing teams from scaling approved solutions.

3. Improve Product Quality

Strengthen testing, validation, and oversight processes.

4. Protect Intellectual Property

Reduce exposure of proprietary company knowledge and sensitive business information.

5. Build Executive & Board Confidence

Create measurable governance capabilities that support growth, audits, and regulatory readiness.

Ready to Start

Build AI you can defend.

Start with a governance assessment. Know exactly
where you stand.


No commitment required. First conversation is complimentary.

*Jessica Sparks has been trusted by leading enterprise organizations throughout a 24+ year career spanning digital strategy, customer experience, web, mobile, emerging technologies, and enterprise transformation initiatives. Client logos and brand names are displayed for illustrative purposes only and do not imply endorsement of Memforma, Digital Sparks Studios, or Jessica Sparks.