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.
MVP deployed. Active pilots running.
We're assembling a world-class team and early-stage partners to define the future of visible learning.
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PROBLEM/OPPORTUNITY 1
Traditional assessment is collapsing under AI-generated output. Output is cheap; the missing signal is process: effort, iteration, and growth.
Legacy LMS platforms only capture final submissions. But in a future of generative content, it's not about proving you didn't use AI. It's about showing how you used it well.
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. Workforce readiness concerns are intensifying.
The only thing AI detection software is good for is promoting shame and secrecy. Grading has become LLM detective work. Assessment inconsistency and time pressure are making teaching unsustainable.
Confusion on expectations. Over-reliance on AI. Skill erosion anxiety. Students need to show how they used AI well—not hide that they used it.
If employers are expecting AI proficiency, but universities aren't teaching it, why are we paying all this money.
We're not trying to become "the LMS." We're building the missing system schools need in the AI era: process visibility and growth measurement.
ProvenanceAI doesn't measure what students produce. It measures the distance they travel.
ProvenanceAI can stand alone or integrate directly into existing LMS workflows—
turning drafts, prompts, revisions, and collaboration into measurable learning distance.
Students see exactly what counts: reflection, revision, and real improvement. We transform the learning loop from a guess to a verified trail.
A structured, verified chain of custody that makes the learning process visible to everyone.
The Shift
Technical knowledge is everywhere now. What matters is growth: human contribution, tactical AI use, and sustainable learning relationships.
How far did you push beyond the machine?
How effectively did you steer the AI?
Is your technology relationship sustainable?
Coming Soon: Geospatial Distance (GD) — Track where learning gains are happening geographically, temporally, and across networks.
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.