Building the systems that make AI work for your team
Your AI assistant is a capable tool. But without accurate, approved information to draw from, it’s guessing — about your products, your voice, your audience, and your facts. I build the knowledge libraries and prompt tools that fix that, then hand them to you and your team to run.
- Knowledge library build
- Prompt library build
- Knowledge capture sessions
- Operations manual audit prompt
- Content creation and editing support


Knowledge library build
One approved version of your business’s facts — organized so your team and your AI tools work from the same source.
A knowledge library is a structured, curated collection of your organization’s source-of-truth information — the facts, features, context, and approved language that your AI assistant draws from when generating content. Without one, your AI assistant works from whatever it can find or infer. With one, it works from what you’ve decided is accurate, current, and approved.
Here’s what that fixes:
- You stop paying twice for the same work. When AI drafts start from accurate material, your employees spend less time correcting errors and rewriting — the hidden tax that eats the time AI is supposed to save.
- You stop being the quality bottleneck. When everyone’s drafts pull from the same approved language, less of your day goes to catching errors and off-brand claims.
- You stop losing what your business knows. What lives in your head — or a veteran employee’s — becomes durable, findable, and usable, even as people come and go. New hires and new AI tools ramp up from the same source.
I build libraries from what you already have — whether your knowledge lives in documents or in people’s heads, or both.
What you receive:
- Information gathered, verified, and structured — the curation work of deciding what’s authoritative, outdated, or missing
- A road-tested system, not just a document: I run real content through the library — and through a starter set of prompts tuned to your common content needs — and adjust both until the output sounds like you
- A library you control and keep current — organized so both people and AI tools can use it, with a simple workflow so it stays that way
Prompt library build
Ready-to-use instructions for your AI, tuned to your business — and built to pull from your knowledge library every time.
A knowledge library tells your AI assistant what to know. A prompt library tells it what to do with that knowledge. Without both, you get drafts that sound fine and say nothing.
I build a set of prompts designed to pull from your knowledge library and matched to the content your team regularly produces — so drafts start from your facts, not the AI’s best guess. Your team gets instructions that work on day one. That’s the difference between employees who adopt the tool and employees who quietly give up after a few generic results.
Each prompt also tells the AI to double-check its own work, before a person ever reviews the draft. Less time fixing what the AI got wrong means more time for valuable human work.
What you receive:
- A full set of reusable prompts for your team’s regular content needs
- A guide showing which prompts pair with which knowledge library sections
- Built-in double-checking, so drafts arrive closer to finished
- A walkthrough with your team, so they can run it without me
The system is yours to run. And if your team is stretched thin, I’m available to run the prompts and edit the drafts myself — as needed, not as a subscription.


Knowledge capture sessions
Most experts take their own genius for granted. The harder problem is gathering that knowledge and putting it into a form other people — and AI tools — can use.
My Knowledge Capture Sessions (KCS) solve this through a structured, 45-minute conversational interview. Using my framework, I facilitate a live session where an AI assistant guides your expert through a targeted series of questions.
This AI collaboration is powerful. Because the AI has a vast, cross-disciplinary lens — spanning adjacent research, industry context, and specialized terminology — it catches blind spots and asks relevant follow-up questions a human facilitator might never think to raise. The result is a deeper capture of what your expert actually knows, not just what they happened to remember that day or thought to jot down.
The session produces structured, documented knowledge — organized for easy access by both humans and AI tools. That knowledge can then be used to write articles, case studies, training materials, or any other content your team needs. It can also seed a knowledge library directly, becoming part of the governed source material your prompt library draws from.
I can build a custom version of this intake system tuned to your company’s industry and terminology for your team to keep and run independently. Or, if your team is too busy to manage the interviews, I am available to conduct the sessions and incorporate them into your content library.

Operations manual audit prompt
Large operational documents — employee handbooks, general manager manuals, compliance guides — are typically assembled by multiple contributors over time. The result is a document where every section sounds different, and where departments describe what they do rather than what the reader needs to know and act on.
I’ve developed a prompt specifically for this problem. Pointed at any section of a large operational document, it evaluates whether the content is addressing the right audience with the right frame, suggests a rewrite oriented around what the reader needs to know and do, and recommends what belongs in the body, what belongs in the appendix, and what should live as a linked SOP.
The prompt is yours to keep and run on future updates. If you’d prefer, I’m also available to run it myself and deliver a full editorial review with rewrite recommendations.
Content creation and editing support
Once your knowledge library and prompt library are in place, your team can generate strong first drafts independently. But sometimes you want an extra set of hands.
I’m available to run the system myself — generating content using your library and prompts — or to edit drafts your team has already produced. This is available as needed, not as a recurring commitment.
Content I can produce or edit using your system includes case studies, newsletter articles, SOPs, training documentation, and internal communications.

Schedule a discovery call
Let’s talk about what you know, where it lives, and what it would take to build a system your team can actually use.