Invariant Engineering Group

AI Risk &Architecture Assessment

Comprehensive evaluation of AI deployment risks, architecture gaps, and compliance readiness for regulated industries

2-4 weeks, fixed scope
Fixed scope engagement
Compliance-focused

Perfect for:

CTOs & Engineering Leaders
Compliance Officers
Risk Managers
Assessment Overview

Your Starting Point for Safe AI Deployment

Before building AI systems, understand your risks, gaps, and compliance requirements

Who This Assessment Is For

Designed for decision-makers who need clarity on AI deployment risks and architectural requirements in regulated environments.

  • Auditors and compliance officers
  • CTOs and engineering leaders
  • Risk managers
  • Legal and regulatory teams
What You'll Achieve

Clear understanding of your AI deployment readiness with actionable recommendations for moving forward safely.

  • Risk clarity for stakeholders and auditors
  • Architectural clarity for engineering teams
  • Deployment readiness assessment
  • Regulatory compliance roadmap

Why Start with an Assessment?

Risk Clarity

Understand your specific compliance risks before investing in AI development

Architecture Guidance

Get specific architectural recommendations for your regulatory environment

Implementation Roadmap

Receive a clear path forward with realistic timelines and milestones

Assessment Process

Structured 3-Phase Approach

Our proven methodology ensures comprehensive coverage of your AI deployment risks and requirements

1

Discovery

Understand your AI use cases, data flows, and regulatory requirements

1 week
2

Analysis

Evaluate risks, architecture gaps, and compliance readiness

1-2 weeks
3

Readout

Present findings and recommendations to stakeholders

1 week

Collaborative & Transparent Process

We work closely with your team throughout the assessment, ensuring knowledge transfer and buy-in from all stakeholders.

Weekly Check-ins.
Regular progress updates and stakeholder alignment throughout the assessment period.
Knowledge Transfer.
Your team learns our assessment methodology and can apply it to future AI initiatives.
Actionable Recommendations.
Specific, implementable recommendations tailored to your regulatory environment and technical constraints.

Assessment Timeline

1
Week 1: Discovery

Stakeholder interviews, system mapping, regulatory review

2-3
Weeks 2-3: Analysis

Risk assessment, architecture review, compliance gap analysis

4
Week 4: Readout

Findings presentation, recommendations, implementation planning

Fixed scope, predictable timeline
Assessment Deliverables

What You'll Receive

Comprehensive documentation and recommendations tailored to your specific regulatory environment

System Boundary Map with Data Flow Analysis

Complete mapping of your AI system boundaries, data flows, and integration points

Includes:

  • System architecture diagrams
  • Data flow documentation
  • Integration point analysis
  • Boundary security assessment

Risk Register with Mitigation Strategies

Comprehensive risk assessment with specific mitigation strategies for each identified risk

Includes:

  • Risk identification and scoring
  • Impact and likelihood analysis
  • Mitigation strategy recommendations
  • Risk monitoring framework

Architecture Recommendations for Compliance

Specific architectural guidance to meet your regulatory requirements

Includes:

  • Compliance architecture patterns
  • Technology stack recommendations
  • Security and governance controls
  • Audit trail requirements

Implementation Roadmap with Timeline

Detailed roadmap for implementing AI systems with realistic timelines and milestones

Includes:

  • Phased implementation plan
  • Resource requirements
  • Timeline and milestones
  • Success criteria and metrics

Deliverable Formats

Executive Summary

High-level findings and recommendations for leadership and stakeholders

Technical Documentation

Detailed technical specifications and architectural guidance for engineering teams

Presentation Materials

Ready-to-use presentations for sharing findings with your organization

Assessment Value Guarantee

If our assessment doesn't provide clear, actionable insights for your AI deployment, we'll refund your investment. We're confident in our methodology and results.

Clear recommendations
Actionable roadmap
Regulatory compliance
Frequently Asked Questions

Common Assessment Questions

Get answers to the most common questions about our AI Risk & Architecture Assessment

Do you sign NDAs?

Yes, we sign comprehensive NDAs and can work with your standard agreements.

Can you work on-premises?

Yes, we support on-premises assessments for sensitive environments.

Do you provide implementation services?

Yes, assessment often leads to design and implementation engagements.

What industries do you work with?

We specialize in regulated industries including banking, legal services, healthcare, government, and insurance. Our assessment methodology is tailored to the specific compliance requirements of each sector.

How much does an assessment cost?

Assessment pricing is based on scope and complexity. We provide fixed-price quotes after an initial consultation to understand your specific requirements and organizational size.

Can you assess existing AI systems?

Yes, we can assess both planned and existing AI systems. For existing systems, we focus on compliance gaps, risk mitigation, and architectural improvements.

Do you provide ongoing support after the assessment?

Yes, we offer implementation support, fractional AI architecture services, and ongoing advisory engagements to help you execute the assessment recommendations.

Have More Questions?

We're happy to discuss your specific assessment needs and answer any questions about our process, deliverables, or pricing.

Assessment Readiness Checklist

Prepare for your assessment with this simple checklist

Before We Start

  • Identify key stakeholders from compliance, engineering, and leadership
  • Gather existing system documentation and architecture diagrams
  • Review applicable regulatory requirements and compliance frameworks
  • Define your AI use cases and business objectives

During the Assessment

  • Participate actively in stakeholder interviews and workshops
  • Provide access to relevant systems and documentation
  • Ask questions and provide feedback throughout the process
  • Plan for knowledge transfer and internal capability building

Ready to Assess Your AI Deployment Risks?

Get clarity on your AI deployment risks, architectural requirements, and compliance readiness. Start with our comprehensive assessment and receive actionable recommendations in just 2-4 weeks.

2-4 weeks, fixed scope
Compliance-focused
Actionable recommendations

Why organizations choose our assessment

Senior Expertise

Direct engagement with experienced AI architects

Compliance First

Regulatory requirements built into every recommendation

Proven Results

Methodology tested across regulated industries

Comprehensive NDAs • On-premises options • Fixed pricing