Practical AI Help From Operators Who Use It Every Day

Applied Revenue AI was created by Joel Doherty and Jake Huling to help businesses move past AI hype and into practical implementation.

Where can AI actually help?

Applied Revenue AI was created to help business owners answer one practical question: where can AI actually help?

We work with small and mid-sized businesses that want to use AI to save time, improve follow-up, recover revenue, automate repetitive work, and make better decisions.

Our background is not theoretical. We build and operate AI-enabled systems inside real businesses, where the work is messy, budgets matter, and tools only matter if people actually use them.

What we believe

  • AI should help people do better work.
  • Useful systems beat impressive demos.
  • Implementation matters more than hype.
  • Lean businesses need practical wins, not endless strategy decks.
  • The best AI work starts with the workflow, not the tool.

Applied Revenue AI is a consulting service of Vague Applications, LLC.