(971) 998-9084

(971) 998-9084

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Get Trustworthy AI Content Through Information Quality

Leverage Generative AI for Trustworthy Documentation

Some writers forget AI can't read their minds. But with my library science background, I see it differently - it's an information organization problem.


That's what I build - context packages - Designed for small, human-centered teams who want to use AI effectively without losing quality or authenticity.


. A personalized onboarding packet to smooth your experience with your AI assistant.


What a Context Package Looks Like

Each context package is hierarchical with:


  • A Main knowledge base:  e.g., “Making Business the Focus in Data Quality (title focused on a specific type of project)
  • Nested sub-knowledge base/s: “e.g., DATAVERSITY-the basics" (reusable foundation for that writing type )
  • Priority-ranked attachments: e.g., LEX INSTRUCTIONS ( Instructions to AI that clearly state which resources take precedence and their purpose.
  • Multiple resource types:  e.g. Transcripts, interview notes, examples




What You Get

  • * Discovery session to understand your team's needs and content challenges -
  • * Custom context package tailored to your organization -
  •  * Implementation guide so your team knows how to use it - 
  • * Review session to refine and optimize - 
  • * 30-day support for questions and adjustments


I have used a similar context package in my own work with Lex.AI as a content writer for multiple clients.


Engage Your Audience

Target Your Brainstorming Sessions

Target Your Brainstorming Sessions

Customize your content for your audience. Repurpose that technical document so business can understand it and vice-versa.

Target Your Brainstorming Sessions

Target Your Brainstorming Sessions

Target Your Brainstorming Sessions

Be creative

Be creative and productive. Adding a brainstorming context packet provides enough structure to explore smartly.

Highlight Your Experts’ Knowledge

Target Your Brainstorming Sessions

Highlight Your Experts’ Knowledge

Add and tailor your SME ideas and recommendations to your content. Strengthen your audiences underst

Add and tailor your SMEs' knowledge and recommendations in your content. Provide trustworthy content to your audience.

I'm currently working with a small group of early partners to refine this approach.

Newsletter subscribers get a discount

Pilot pricing: $750-1,000 (standard pricing will be $1,500+ once established).


Schedule a Discovery Call

Commission Written Content

 I create compelling narratives around data management and AI. Discover how my writings educate and engage your audiences


I also work with a limited number of clients on content creation services. This is currently available to existing relationships and select new clients in data governance and technical communication.

Explore Now

Michelle P. Knight: Making Information Make Sense

(971) 998-9084

Copyright © 2025 Michelle P. Knight: Data Expertise for an AI-Driven World - All Rights Reserved.

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