AI Agent Design Principles Checklist

📋 What It Is

Your architecture pre-flight checklist for AI agent projects. This Excel workbook turns Chapter 1's design principles into 95 actionable checkpoints across 12 enterprise design domains — from business alignment and cognitive architecture to deployment readiness and change management. Each checkpoint carries a weighted score, a priority level (Critical / High / Medium), and a gate assignment (Design / Pre-Pilot / Pre-Prod / Ops) so your team knows exactly what to evaluate and when.

The workbook isn't just a list. It's a 7-tab system: a structured Checklist with dropdown-driven scoring, an auto-calculated Dashboard with readiness percentages and risk indicators, an Action Plan for gap remediation, a RACI matrix for ownership clarity, a Document Registry linking checkpoints to enterprise artifacts, a Scoring Guide with definitions for every field, and a README that walks you through the entire workflow. Instead of relying on tribal knowledge or a senior architect's instinct, your team gets a shared, repeatable bar for "production-ready" — backed by evidence.

👥 Who It's For

• CAIOs & Heads of AI — validating strategic alignment and ROI accountability before committing resources
• Enterprise Architects & CTOs — evaluating cognitive architecture decisions, module design, and non-functional requirements
• AI/ML Engineers & Platform Leads — assessing tool governance, RAG pipelines, planning robustness, and operational readiness
• Security & GRC Leads — verifying threat models, access controls, compliance encoding, and audit readiness
• AgentOps & SRE Teams — confirming observability, tracing, alerting, incident response, and deployment procedures
• Product Owners & Program Managers — tracking cross-functional accountability, change management, and go-live criteria

⏱ When to Use It

• During initial architecture design — when changes are cheap and trade-offs are still on the table. This is the highest-ROI moment.
• Before major scope expansions — adding new tools, models, data sources, or agent roles? Re-run affected domains to catch new gaps.
• At pre-launch readiness gates — the final check before production. Every Critical item must score 3 (Validated). No exceptions.
• Quarterly post-deployment reviews — production agents drift. Models update, tools change, compliance rules evolve. Re-assessment keeps you honest.

📦 What It Produces

• Readiness Dashboard — auto-calculated readiness % per domain, summary KPI tiles (Overall Readiness, Total Gaps, Checkpoints Scored, Domains at Risk), and a horizontal bar chart
• Risk Indicators — each domain flagged as ✓ ON TRACK (≥70%), ⚡ AT RISK (50–69%), or ⚠ CRITICAL (<50%) with color-coded conditional formatting
• Tiered Gap Flags — Critical items flagged if score < 3, High items flagged if score < 2, Medium items tracked without blocking
• Risk Analysis Table — for each at-risk domain: specific gaps identified, impact if unresolved, and recommended actions
• Action Plan — structured remediation backlog with owners, priorities, and deadlines
• Stakeholder Alignment — shared definition of "production-ready" across engineering, product, security, compliance, and leadership

🚀 How to Use It — Quickstart

• Step 1. Open the README tab for a full walkthrough — then switch to the Checklist tab and fill in your project metadata (Project Name, Agent Name, Assessment Date in MM-DD-YYYY format, Target Go-Live)
• Step 2. Gather your cross-functional team: architecture, AI/ML, security, product, compliance. Score as a team — disagreements about a score are where hidden risks surface.
• Step 3. For each of the 95 checkpoints, select a Score (0–3) from the dropdown in column F. The Weighted Score and Gap Flag auto-calculate instantly.
• Step 4. Fill in Status, Owner, Evidence/Artifacts, Target Date, and Notes for each checkpoint. All key columns have dropdown menus to prevent typos.
• Step 5. Switch to the Dashboard tab. Your overall readiness %, domain scores, risk indicators, bar chart, and full risk analysis generate automatically.
• Step 6. For flagged gaps, open the Action Plan tab and log remediation items with owners and deadlines. This becomes your sprint backlog to production-ready.

👁 Preview — 12 Design Domains · 95 Checkpoints

📝 Version History

Version	Date	Changes
v12	Feb 2026	95 checkpoints across 12 domains. Tiered GAP logic. Auto-calculated Dashboard with risk indicators, bar chart, and risk analysis. 6 dropdown validations. RACI matrix. Action Plan. Print-optimized.
v1.0	Jan 2026	Initial release aligned with Chapter 1 design principles