Rigor, with receipts.
ProvenanceAI is building the future of education by making human learning visible and measurable in the age of AI. We help educators and institutions show their thinking process, not just final output. We track AI collaboration so growth becomes visible, coachable, and fair.
ProvenanceAI was designed and built by its founder: an unusual combination of tenured academic, publishing entrepreneur, and former LLM industry rater. Every component of the platform was built before the first dollar of outside investment: Learning Studio, provenance tracking engine, browser extension, course architecture, and newsletter infrastructure.
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PROBLEM/OPPORTUNITY 1
Traditional assessment is collapsing. The missing signal is process: effort, iteration, and growth.
Output-Focused
Human-Centered
PROBLEM/OPPORTUNITY 2
Knowledge is everywhere now. What matters is the distance traveled—human contribution, tactical AI use, and sustainable learning relationships.
Employers already didn't trust our evaluation of students. Now, AI is accelerating the higher-ed value crisis. Credibility is at stake.
AI detection promotes shame and secrecy. Grading has become LLM detective work. Assessment inconsistency is making teaching unsustainable.
Confusion on expectations. Skill erosion anxiety. Students need to show how they used AI well—not hide that they used it.
Students see what counts: reflection, revision, and real improvement.
A structured, verified chain of custody that makes learning visible.
Select a module to learn more about our strategic build-out.
Inspired by Design Thinking and EBNA—Excellent, But Not Enough. We reward progress, iteration, and momentum, not just final outputs.
The visionaries and educators defining the future of human learning tracking.
Interactive prompt engineering mini-lesson and core capability demo.
Customer archetypes, pain points, and why the timing is urgent.
A living map of who believes what, where. Social proof before capital.
Our honest roadmap and upcoming milestones.
We don't ask "Did you cheat?" We ask "How did you learn?"
ProvenanceAI is the chain of custody for human thought.