Before You Build an AI Clone, Create a Wisdom Inventory
by Sandy Waggett
6 min reading time
Before you automate, capture the judgment, stories, values, and boundaries that make your expertise trustworthy. Use this five-part Wisdom Inventory to guide AI use.
TL;DR: Before you let AI speed up your work, capture the judgment, stories, values, and boundaries that make your expertise trustworthy. Use the five-part Wisdom Inventory below to document what must be preserved and what may be automated. Then wire those decisions into your SOPs, approvals, and AI prompts.
Why Speed Without Judgment Creates Risk
AI can index your notes, draft options, and answer recurring questions. Helpful—until it scales noise. Information is not judgment. Your best calls come from patterns you’ve learned the hard way: trade-offs, red flags, context, and values. If you don’t preserve those before automating, you risk faster mistakes delivered more confidently.
The solution is simple and durable: a Wisdom Inventory. It captures the small set of decisions, stories, boundaries, and expertise that define how your organization thinks. Start with five entries—one for each prompt below—and make them operational.
The Five-Part Wisdom Inventory
1) One Decision You Make That Isn’t in a SOP
Pick a decision people still escalate to you—even though a process exists. That gap usually hides tacit judgment. Document it so others can apply your lens when you’re not in the room.
Template: Decision → Signals I Notice → Trade-Offs I Weigh → Thresholds/No-Gos → Example Outcome.
Capture details: What tells you the “obvious” answer isn’t right? Which signals overrule the rest? What would make you stop and get a second opinion?
Make it usable: Add a short checklist and two contrasting examples (one where you proceed, one where you pause).
2) One Question People Keep Bringing to You
This is the question that pings your inbox weekly. It’s not just about the answer—it’s about the context the team is missing. Capture that context so your guidance becomes self-serve.
Make it self-serve: List the three facts a person must gather before deciding. If any chosen threshold is crossed, it escalates.
3) One Story That Taught You a Rule You Still Use
Stories carry nuance that checklists can’t. Choose a moment that shaped a principle you still follow. Write it briefly, then extract the rule and why it matters.
Template: The Story (5–7 sentences) → What We Misread → The Consequence → The Rule We Use Now → When the Rule Doesn’t Apply.
Keep the texture: Name the signals you missed, the pressure you felt, and what finally changed your mind. That’s the judgment AI can’t infer from data alone.
4) One Line You Will Not Let AI Cross
Boundaries protect your brand, your customers, and your people. Decide where human accountability must remain, then codify it.
Template: Tasks AI May Draft → Tasks AI May Recommend → Tasks Requiring Human Approval → Tasks AI Must Never Do.
Operationalize: Add human-in-the-loop checkpoints to your workflows. Require named approvers for sensitive outputs. Log decisions where risk is non-trivial.
Prompt guardrails: Include explicit “do not” instructions in system prompts (e.g., “Do not fabricate sources; if uncertain, request clarification.”).
5) One Piece of Knowledge That Could Walk Out the Door
Single-point-of-failure knowledge is fragile. Identify one area where only one person truly understands the why behind the work.
Template: Critical Topic → Current Owner → Where It Lives → Dependencies → Known Risks → Successor Steps (how someone else can pick it up in a pinch).
Make it durable: Record the “why,” not just the steps. Add examples, decision thresholds, and a brief glossary of terms and acronyms.
From Inventory to Operations
Writing your Wisdom Inventory is half the job. The other half is wiring it into your systems so it actually changes behavior.
Where It Lives
Store it in a single, shared location with clear version history.
Use predictable naming: “Wisdom Inventory – Company – v1.0 – YYYY-MM-DD.”
Assign an owner for each entry. Wisdom without ownership decays.
How It Shows Up in Work
SOPs: Link the relevant Wisdom Inventory entry in the first step of any related process.
Approvals: Add explicit “Stop/Go” thresholds from Entry #1 and #4 to checklists and forms.
AI Prompts: Insert key rules and boundaries into system prompts so assistants know your “house style” of judgment and what to escalate.
Onboarding: Make the inventory a day-one read for new managers and specialists.
Capture new stories fast—fresh details fade quickly and take the lesson with them.
When something goes sideways, write a short “story-to-rule” addendum the same week.
Common Pitfalls (And What To Do Instead)
Letting AI write the Wisdom Inventory: Draft it yourself first. Then use AI only to edit for clarity.
Confusing policies with wisdom: Policies say what’s allowed. Wisdom explains trade-offs, thresholds, and exceptions.
Over-automating: If risk, novelty, or irreversibility are high, slow down and add human review.
Ignoring dissent: Invite one trusted critic to challenge each entry. Friction reveals blind spots.
Letting it become a shrine: Update it when the world changes. Wisdom is living, not laminated.
A 60-Minute Quick Start
Block 60 minutes. No meetings, no notifications.
Pick one product, service, or decision area that materially impacts customers or brand risk.
Write one paragraph for each of the five entries above. Keep it plain and specific.
Add one example and one threshold to each entry.
Share it with the smallest team who uses it tomorrow. Ask, “What’s unclear?” Update once.
Choose one place to operationalize: a checklist, approval step, or AI system prompt.
When your judgment is documented, your tools—AI included—have guardrails that reflect your values. That’s how you scale standards, not just outputs. If you want structured help translating your inventory into practical workflows and measurement, our team’s Performance Marketing Program integrates decision rules, prompts, and checkpoints into everyday execution.
What “Good” Looks Like
Someone else can make the non-obvious call you usually make—and explain why.
Recurring questions decrease because context is documented, not assumed.
AI produces drafts that reflect your rules and flags edge cases instead of guessing.
Risky actions consistently trigger human review before going live.
Key knowledge is legible beyond one person or one drive folder.
None of this requires a major software rollout. It requires the discipline to preserve what should stay human, and the humility to let tools help where speed helps more than it harms. Start with five entries. Wire them into how you work. Expand only when the first five are genuinely used.
By Sandy Waggett, AI integrator and founder of MSW Interactive Designs.
If you’re ready to codify your principles and translate them into prompts, approvals, and reporting that your team can actually run, explore our Performance Marketing Program. It’s built to turn thoughtful standards into repeatable actions.
It's free of charge but insanely valuable. We'll use the time the way you want to. Website or marketing review, AI integration ideas, you name it. Let's start a conversation - we're here to help you be successful online!
