AI Operator Resource Library
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.
Eight 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.
Get the Field CardGet Started
Build confidence, give AI enough background to be useful, and choose a practical first use.
You finish withA 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
You finish withOne 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
You finish withOne 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
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 withA 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
You finish withA portable AI context package that belongs to you
Portable Context Toolkit
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 toolkit 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
You finish withA 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
Use AI Responsibly
Set practical boundaries and periodically check that AI is still working inside them.
You finish withA 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
You finish withA 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
Working on this with a team?
The library 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.
Talk to AI Growth PartnersReady for the next step?
Most companies are using AI too small.
Employees writing faster emails is not transformation. Real AI leverage happens when capable leaders apply it to pricing, operations, planning, forecasting, execution, and decision-making. That shift produced $650,000 in measurable business value for one executive in eight months. That is the standard we build toward.
