Commodity Code Lookup

• Reasoning basic commodity codes plus explanation

• Market Analysis Reports - Market analysis for 35,000+ commodity codes including description, vendor analysis and procurement considerations.

Blog Posts

• AI as Flashlight, Not Scalpel: Rethinking How We Use Today’s LLMs

• RGB Webpage Color Picking Pointer

• AI Implementation for Financial Operations

• Dad-Jokes for Accounting and Data People

• Curriculum Enrollment Funnel Simulator

• What Would Your First Salary be Worth Today?

• Retirement Planning Calculator

• Memory Card Matching Game

Community College Resources

• Procurement Commodity Code Research (UNSPSC, LLM-RAG)

• Single Course Contribution Margin Analytic (Power BI)

• State Spend per FTE Peer Comparison (Power BI)

• What is The Total Value of a $1,000 Salary Increase? (Canva)

• IPEDS Finance Test (IPEDS, PY)