Process Review
Examine existing workflows to identify unnecessary steps, duplication, bottlenecks, and opportunities for improvement.
Systems thinking · Process improvement
Organizations accumulate processes, tools, and procedures over time. What once worked may become inefficient, confusing, or unnecessarily complicated.
Katalogical helps identify where things break down, how the pieces connect, and what can be improved.

01 / About
Katalogical is an independent initiative focused on systems thinking, process improvement, and practical problem-solving.
I work with organizations, particularly nonprofits, to understand how their operations function and identify opportunities to make them more effective.
My background includes database development, systems analysis, and business processes. I approach problems by examining how people, information, technology, and procedures interact.
Sometimes the solution involves technology. Sometimes it involves changing a process. Often, the first step is simply understanding what is happening.
02 / Services
Examine existing workflows to identify unnecessary steps, duplication, bottlenecks, and opportunities for improvement.
Review how information is collected, maintained, shared, and used. Identify gaps between systems and opportunities to improve data quality and accessibility.
Break complicated problems into manageable components. Identify dependencies, underlying causes, and possible solutions.
Develop realistic improvements that account for available resources, organizational constraints, and the people doing the work.
03 / Free educational resource
Making AI easier to understand and use.
Katalogical AI is a free educational resource designed to help people understand large language models and use them more effectively.
The site explores how LLMs work, why they sometimes produce incorrect information, and how context-rich prompting can improve results.
You'll find explanations, practical examples, reusable prompts, and a gallery of AI-generated images.
04 / Contact
Have a process that isn't working? A system that has become unnecessarily complicated? Or a problem you're having trouble defining?
Tell me what you're working on. Sometimes a different perspective can help identify a practical way forward.