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AI & Privacy Assessments

Risk Identification, Documentation, and Prioritization for AI-Enabled Systems 

Overview

AI Privacy 360 delivers structured AI and privacy risk assessments for organizations operating in regulated, high-risk, or oversight-driven environments.



What These Assessments Address

 Organizations typically engage us when they need to answer questions such as:


  • What AI systems and sensitive data do we actually have?
  • Where do privacy, civil, or operational risks exist?
  • Which risks require mitigation versus formal acceptance?
  • How do we document this in a way that stands up to scrutiny?
     

Our assessments are designed to answer these questions clearly and defensibly.

Assessment Scope

 

AI, Data Inventory and Scoping

  • Identification of AI-enabled systems and decision processes
  • Mapping of sensitive data inputs, outputs, and dependencies 
  • Scoping of systems subject to heightened oversight
     

AI Impact Assessment (AIA / AIIA)

  • Evaluation of potential impacts to individuals, communities, and operations 
  • Identification of model-, data-, and use-case-specific risks
  • Documentation of risk drivers and assumptions
     

Privacy Impact Assessment (PIA / DPIA)

  • Analysis of personal and sensitive data processing activities
  • Assessment of privacy, fairness, and data protection risks
  • Alignment with DPIA-style expectations where applicable
     

Risk Scoring and Prioritization

  • Structured risk scoring based on likelihood and impact
  • Identification of high-priority risks requiring action
  • Differentiation between mitigation, monitoring, and acceptance
     

Vendor and Model Risk Review (as applicable)

  • Review of third-party AI models or services
  • Identification of upstream risk and documentation gaps

Deliverables

 

Clients receive clear, usable documentation, not theoretical reports.

Typical deliverables include:


  • AI and data inventory documentation
  • AI Impact Assessment report
  • Privacy Impact / DPIA-style assessment report
  • Risk register with prioritization
  • Remediation and governance roadmap
  • Audit-ready documentation


All deliverables are written for regulators, auditors, and executive stakeholders, not just technical teams.

How These Assessments Are Used

 

Our clients commonly use assessment outputs to:


  • Support AI governance and policy design
  • Prepare for audits, oversight, or procurement reviews
  • Inform executive and board-level decision-making
  • Establish a defensible baseline before scaling AI use

Engagement Model & Pricing

 

AI & Privacy Risk Assessments are typically delivered as fixed-scope engagements.

Typical pricing:
$7,500–$15,000, depending on:


  • Number and complexity of systems
  • Data sensitivity and use-case risk
  • Documentation maturity
     

Engagements may be structured as fixed-price, milestone-based, or time-boxed to support public-sector and regulated procurement requirements.

Independence & Boundaries

AI Privacy 360 does not sell or deploy technology tools.
We support organizations through assessment, governance design, and advisory services, preserving independence and audit credibility. 

Ready to Discuss an Assessment?

 

If your organization is deploying AI, handling sensitive data, or preparing for audits or oversight, an initial consultation can help clarify scope and next steps.


Request an AI & Privacy Assessment Consultation

Schedule a Consultation

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