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AI Operator Toolkit
Practical ways to put AI to work in your business.
These are not prompt lists. Each resource is a short, self-guided operating exercise designed to leave you with something useful when you finish.
Start with the problem you are trying to solve. Some resources are built for people just getting started with AI. Others are for regular users who want to improve how AI works with them, preserve useful context, or put better guardrails around its use.
Nine resources. Every one ends with something you keep.
Start here
The LBM AI Field Card
One page. How to get a useful answer out of AI, and how to know when not to trust one.
CARGO for asking, SHIFT for fixing what comes back, the line between what AI helps you think through and what a person still decides, and where to start by desk. Print it, pin it up, pass it around. Free, and your association can add its own logo.
One page · About 7 minutes to read · Print-ready PDF
For owners and leadership teams
Portable Business Context Page
A leadership master, a staff version safe for everyday use, and a page for each department. Write them once and use them with every AI tool your company approves.
If you have ever asked an AI tool a question about your business and gotten back something that sounded like a magazine article, this is why. The fix takes about an hour and you only do it once.
Company-wide
Two versions, one master
- A leadership page for senior staff
- A staff page for everyone
- An optional page for each department
Part 1: 45 to 60 minutes. Part 2: 30 to 45 minutes per department.
Resource 5 or the Business Context Page?
About you.
Portable Context Package (Resource 5)
How you like AI to work with you: your standing instructions, your preferences, your voice. One person, 30 to 45 minutes. It moves with you from one AI tool to the next.
About your company.
Portable Business Context Page
What you sell, who you sell to, what your words mean, and the limits leadership works within. Written by the owner, with a leadership version, a staff version, and a page for each department. Every answer after that is about your company instead of a company.
Both are portable and both live in your own files. Resource 5 teaches AI how you work. The Business Context Page teaches AI how your company works. If you run the business, start with the company page.
1 of 3
Get Started
Build confidence, give AI enough background to be useful, and choose a practical first use.
You finish with
A reusable public company profile for AI
Help AI Understand Your Business
Build useful company background from information that is already public, without giving AI the company blueprint.
AI gives generic answers when it does not understand the business it is working with. This exercise helps you use your website and other credible public information to create a short company profile AI can safely use.
- Have AI research what is already public about your company
- Separate verified facts from assumptions
- Correct what AI gets wrong or misses
- Create a short company background you can reuse
- Learn where public information should stop and internal business context should begin
15–20 minutes. Best for owners, executives, managers, and employees beginning to use AI seriously.
You finish with
One real piece of work completed or materially improved with AI
AI as Your Practical Work Assistant
Use AI on one piece of real work, not just writing and search.
Most people begin with AI by drafting emails, summarizing documents, or asking questions. This self-guided session shows you how to use AI to prepare, review, compare, think through problems, and improve everyday business work.
- Give AI enough direction to produce useful work
- Use AI to help think through a real problem
- Improve results by correcting and redirecting it
- Check important work before relying on it
- Complete one real business task before you finish
30–45 minutes. Best for owners, executives, managers, and professionals using AI individually.
You finish with
One AI use case worth testing now
Choose Your First AI Use Case
Find a place to start where the value is real and mistakes are easy to catch and fix.
The most impressive AI application is not always the best place to begin. This exercise helps you choose one that matters enough to be useful but is safe enough to learn from.
- Identify work that is repetitive, slow, or unnecessarily manual
- Compare possible AI uses by value, frequency, and risk
- Look at how easily a knowledgeable person can verify the result
- Eliminate starting points where mistakes could create serious problems
- Choose one use case and define what success looks like
15–20 minutes. Best for owners, executives, managers, and teams deciding where to begin.
2 of 3
Make AI Work Better for You
Teach AI how you work, preserve the context you create, and make AI-generated writing sound more like you.
You finish with
A reusable set of instructions for how AI should work with you
Teach AI How You Work
Turn the corrections and instructions you have already given AI into working instructions it can keep using.
If you use AI regularly, you have probably already taught it a great deal about how you prefer to work. This exercise helps you recover those lessons and turn them into a short set of reusable instructions.
- Find recurring instructions and corrections from your prior AI work
- Identify how you prefer AI to approach tasks and problems
- Separate one-time feedback from lasting working preferences
- Turn useful patterns into standing instructions
- Create a simple process for improving them over time
20–30 minutes. Best for regular GenAI users who have accumulated prior work, corrections, or saved instructions.
You finish with
A portable AI context package that belongs to you
Portable Context Package
Build a context package you control so changing AI tools does not mean starting over.
The more you use AI, the more useful information accumulates about how you work. This exercise helps you capture the important pieces in a document you control.
- Decide which AI context is worth carrying forward
- Capture useful working preferences and stable context
- Identify information that should not be moved or broadly stored
- Build a portable context package
- Test it in another AI tool, account, or workspace
30–45 minutes. Best for regular AI users who use multiple platforms or do not want valuable context locked inside one system.
You finish with
A reusable voice guide based on your actual writing
Teach AI to Sound More Like You
Build a voice guide from your own writing so AI sounds more like you and less like AI.
AI can produce polished writing that still sounds nothing like the person whose name is on it. This exercise uses writing you already created to identify the patterns that actually make your voice yours.
- Analyze writing that genuinely sounds like you
- Identify recurring voice, structure, and language patterns
- Add useful writing corrections you have previously given AI
- Build a concise voice guide
- Test the guide on something new and improve it
20–30 minutes. Best for anyone using AI for emails, articles, reports, posts, proposals, or other business communication.
3 of 3
Use AI Responsibly
Set practical boundaries and periodically check that AI is still working inside them.
You finish with
A one-page AI use guide for your company
Set the Rules for AI Use
Create a one-page set of AI rules your team can actually follow.
Most companies do not need a long AI policy before they start. They do need clear answers about appropriate use, information boundaries, human authority, and verification.
- Define appropriate everyday uses of AI
- Identify information that should not be entered into AI
- Clarify where a human must retain final authority
- Set expectations for checking important AI work
- Establish a few practical operating guardrails
20–30 minutes. Best for owners, executives, department leaders, and managers.
You finish with
A simple AI checkup you can run periodically
Run an AI Checkup
Catch stale context, conflicting instructions, and AI drift before they become normal.
AI can gradually move away from the instructions, context, or boundaries you thought you had established. This exercise gives you a simple way to check whether AI is still working the way you intend.
- Review the instructions and guardrails AI should be following
- Find outdated or conflicting instructions
- Identify stale context
- Look for assumptions or recommendations beyond the intended boundary
- Establish a repeatable checkup routine
20–30 minutes. Best for regular AI users, managers, and teams using saved instructions, recurring context, or established AI workflows.
Working on this with a team?
The toolkit is built for individual use. Moving a whole team or company is a different level of work, and it is where most AI efforts stall.
