Phase 5

Phase V – Evaluation

🧪 Validate Before You Deploy

A high-performing AI model on paper doesn’t always translate into real-world success.
Phase V – Evaluation, part of the CPMAI methodology, ensures your model is rigorously tested — not just for technical accuracy, but also for fairness, transparency, and alignment with your business goals.
This is the last checkpoint before production.

🎯 Common Challenges We Address

• Models that meet performance metrics but fall short on business impact
• Limited stakeholder confidence or trust in the model’s output
• Lack of documentation or auditability for governance and compliance
• No clear criteria for go/no-go deployment decisions

🛠 Our Service: AI Model Evaluation & Governance Review

Duration: 2–3 weeks (fixed-scope)
Format: Independent analysis + collaborative review with key business and technical leaders

Here’s what we deliver together:

• Compare model results with your KPIs and strategic objectives
• Assess interpretability, fairness, and potential bias risks
• Review governance requirements and regulatory alignment
• Facilitate sign-off processes and executive deployment readiness

📈 What You'll Receive

• Final Evaluation Report aligned to both business and technical metrics
• Model audit log with inputs, testing scenarios, and outcomes
• Risk register with mitigation steps
• Deployment Readiness Checklist for Phase VI

🧰 Tools, Frameworks & Expertise

Our evaluation approach is based on CPMAI Phase V, incorporating:

• Governance and review workflows structured by PMP® and PMI-ACP® principles
• Model validation techniques built for regulated sectors like healthcare and finance
• Deep expertise in bridging business strategy with technical evaluation

✅ Is This for You?

This service is ideal if you:

• Need third-party validation before launching your model
• Want confidence in model fairness, transparency, and impact
• Require evaluation artifacts for compliance or audit readiness

📅 Ready for the Green Light?

Make sure your AI is ready — for your business, your users, and your regulators.
Schedule a discovery call or book your Model Evaluation Review to get started.
👉 This is where confident, production-ready AI begins.