AI Governance

Govern AI Adoption with Confidence, Control, and Visibility

CyberVectra helps organizations assess AI use cases, identify privacy and security risks, document controls, manage approvals, monitor third-party AI exposure, and generate AI governance reports from one intelligent platform.

Use Cases
Registered
Approvals
Structured
AI
Governance summary
AI Governance Console
Live

AI Use Cases

184+12 QTD

High-Risk

226 critical

Pending Approvals

17avg 3.2d

Responsible AI

86%+4 pts

Approval Workflow

Stage
Business review92%
Security & privacy74%
Risk & compliance58%
Executive sign-off41%

Third-Party AI Exposure

Vendors
Generative AI SaaS14
Embedded ML in vendors9
Cloud model APIs6
Unverified tools3

AI Governance Summary

22 high-risk AI use cases pending review — 6 involve customer data and 4 use third-party generative models without a signed DPA. Responsible AI score improved 4 points after Q2 control uplift. 3 unverified tools flagged for shadow AI.

Challenges

Move Beyond Uncontrolled AI Usage

Organizations are adopting AI rapidly, but many struggle to maintain visibility over AI use cases, data exposure, privacy risks, third-party AI tools, approval decisions, and ongoing governance. CyberVectra brings structure, accountability, and oversight to AI adoption.

Unknown AI use cases

Unclear AI ownership

Sensitive data exposure

Privacy and confidentiality risks

Third-party AI tool usage

Lack of approval workflow

Weak audit trail

Limited executive visibility

Missing risk assessments

Difficulty proving responsible AI oversight

Value

Responsible AI Governance for Regulated Organizations

AI Use Case Visibility

Maintain a single, structured register of AI use cases across every business unit.

Privacy and Security Risk Assessment

Assess AI use cases for data sensitivity, privacy obligations, and cybersecurity exposure.

Approval and Control Tracking

Route reviews, document approvals, and track controls across stakeholders.

Executive AI Governance Reporting

Deliver board-ready dashboards and AI-generated governance narratives on demand.

Features

CyberVectra AI Governance Features

184 use cases

AI Use Case Register

Centralized register with business purpose, owner, department, data type, model type, vendor, risk level, and approval status.

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12 risk dimensions

AI Risk Assessment

Assess AI use cases for privacy, cybersecurity, confidentiality, regulatory, operational, ethical, and business risks.

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6 data classes

Data Classification Review

Determine whether use cases involve personal, confidential, customer, employee, financial, or sensitive business data.

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7 approver roles

AI Approval Workflow

Manage review and approvals across business, InfoSec, privacy, legal, risk, compliance, and executive stakeholders.

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180+ controls

AI Control Mapping

Map AI risks to security, privacy, compliance, governance, monitoring, and accountability controls.

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32 vendors

Third-Party AI Risk Tracking

Track AI provided by external vendors, cloud providers, SaaS platforms, and technology partners.

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Version-controlled

AI Policy and Standard Management

Maintain AI governance policies, acceptable-use standards, review criteria, and responsible AI guidance.

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Aligned to ERM

AI Risk Register

Track AI-related risks, control gaps, mitigation plans, accepted risks, exceptions, review dates, and ownership.

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Immutable log

AI Audit Trail

Evidence of submissions, reviews, approvals, risk decisions, control assessments, and governance actions.

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Board-ready

AI Governance Dashboard

Real-time dashboards for AI usage, high-risk use cases, approvals, control gaps, and executive reporting.

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Draft in minutes

AI Governance Report Generator

AI summarizes risks, explains gaps, prepares management updates, and generates executive-ready reports.

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Workflow

From AI Request to Approved Governance Decision

Step 1

Submit AI use case

Step 2

Define business purpose

Step 3

Identify data involved

Step 4

Classify sensitivity

Step 5

Assess privacy & security

Step 6

Map required controls

Step 7

Review third-party AI

Step 8

Route for approval

Step 9

Track mitigation actions

Step 10

Monitor ongoing AI use

Risk Assessment

Assess AI Risks Before They Become Governance Issues

CyberVectra helps teams assess AI use cases using a structured risk review that considers data sensitivity, cybersecurity exposure, privacy obligations, vendor dependency, model usage, business impact, and control readiness.

AI Risk Assessment Checklist

12 dimensions
Personal data usageHigh
Confidential data exposureHigh
Customer data processingHigh
Employee data processingMedium
Model output riskMedium
Bias and fairness considerationsMedium
Cybersecurity control readinessMedium
Access control requirementsMedium
Data retention and deletionMedium
Third-party AI provider dependencyHigh
Regulatory and compliance impactHigh
Human review and approval requirementsRequired

AI Risk Heatmap

Impact × Likelihood
3
2
5
4
1
2
4
6
3
2
1
3
5
4
2
0
2
3
2
1
0
1
2
1
0
Likelihood →↑ Impact

AI Risk Scoring

12 high-impact use cases require additional privacy review and vendor due diligence before executive approval.

Responsible Controls

Controls for Responsible and Secure AI Adoption

CyberVectra helps organizations document and monitor the controls required to govern AI safely across business, technology, privacy, and compliance functions.

Human oversight

Role-based access control

Data minimization

Sensitive data restrictions

Approval workflow

Logging and audit trail

Vendor due diligence

Model usage documentation

Output review process

Incident escalation

Periodic reassessment

Policy acknowledgement

Regulated Industries

Designed for Banks and Regulated Industries

CyberVectra supports organizations that need clear AI oversight, documented approvals, risk-based controls, privacy review, cybersecurity assessment, third-party review, and executive reporting before AI solutions are adopted.

AI use case approval

Information security review

Privacy and data protection review

Compliance and legal review

Third-party AI due diligence

Data residency and processing review

Human accountability

Executive and committee reporting

AI-Assisted

AI-Assisted AI Governance

CyberVectra uses AI to help governance teams summarize AI use cases, explain risk impact, identify control gaps, draft review notes, and prepare executive-ready AI governance reports.

AI Use Case Summary

AI Risk Explanation

AI Control Gap Summary

AI Policy Alignment Review

Third-Party AI Risk Summary

AI Approval Note Drafting

AI Governance Report Generator

AI Executive Summary

AI Governance Copilot

Draft

Use case

Customer support GenAI assistant — Retail Bank

AI summary

Use case processes customer interactions with a third-party LLM. Privacy risk is high due to PII exposure. Recommended controls: data masking, output review, and vendor DPA. No committee approval on file.

Risk

High

Controls

6 gaps

Approval

Pending

Recommendation

Route to Privacy Office and CISO review before pilot expansion. Confidence 92%.

Dashboards

Real-Time AI Governance Dashboards

Executive AI Governance Console

Live

Total AI Use Cases

184

High-Risk

22

Pending Approvals

17

Approved

126

Rejected / Deferred

19

Control Gaps

48

Third-Party AI Tools

32

Sensitive Data Usage

41

AI Risk Heatmap

Impact × Likelihood

AI Recommended Actions

Copilot
  • Escalate 4 high-risk use cases to AI Governance Committee
  • Require vendor DPA for 3 third-party GenAI tools
  • Close 6 privacy control gaps in customer-facing AI
  • Reassess 9 approved use cases past 12-month review
  • Retire 2 unused AI experiments to reduce data exposure
Reporting

Reports for Risk, Compliance, Security, Privacy, and Executives

CyberVectra can help prepare tailored AI governance reports for every stakeholder — from privacy officers to boards of directors.

AI use case reports

Preview

AI risk assessment reports

Preview

AI approval status reports

Preview

AI control gap reports

Preview

Third-party AI exposure reports

Preview

Sensitive data usage reports

Preview

AI policy compliance reports

Preview

Responsible AI oversight reports

Preview

Executive AI governance summaries

Preview

AI-generated governance narratives

Preview
Benefits

What CyberVectra Helps AI Governance Teams Achieve

Centralize AI use case visibility

Reduce uncontrolled AI adoption

Strengthen privacy and security review

Improve approval accountability

Track AI-related risks and controls

Monitor third-party AI exposure

Maintain clear audit trails

Support responsible AI adoption

Improve executive reporting

Support regulatory and internal governance expectations

Link AI risks to enterprise risk

Improve decision-making before AI deployment

AI Governance

Bring Governance to AI Adoption

See how CyberVectra helps organizations assess AI use cases, manage risks, document controls, approve adoption, monitor exposure, and generate AI-assisted governance reports from one intelligent platform.