Our Methodology

Open Book Protocols. We are completely transparent about every move we make. Every bit of data analysis and gathering we do. With a professional career in technology and project management of over 35 years, covering the time of the first Apple computer to the now Fourth Industrial Revolution, one lesson is resoundingly clear. To succeed, you use the tools. Because someone will and that someone is most likely to be a leader in their field.

Here’s what makes us different: We use AI for the heavy lifting, but humans verify everything that goes out and oversee the process, directing the scope and requirements.

Claude.ai handles: Initial research as requested, data gathering, pattern recognition

We handle: Strategic direction, error detection, source verification, professional judgment

Why tell you this? Because AI is learning. There are times that data is presented that is not complete or not accurate. We have caught statistical errors and logical gaps that AI missed.

We have found the sweet spot. The points where AI can exponentially help and where people are absolutely a necessity.

What you will see:

  • Sources. If available we list sources for left, center, right, and non-partisan agencies. These are governments, non-profits..
  • Methodology for each piece or generated outcome.
  • How calculations were made. We provide all of the details.
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