How it works
Not a chatbot. A measurement loop.
A chatbot answers whatever a student asks and forgets them. Seneca measures where each student actually is, prescribes the one thing to fix, and checks at the next mock whether it moved. That difference is the whole product.
Your program runs on six disconnected tools.
A spreadsheet for scores. A separate mock platform. Chat apps for parents. A drive full of PDFs. Nothing talks to anything, so nobody actually knows what each student needs next.
- Mock scores in a spreadsheet no two forms can compare
- Homework assigned by gut, not by weakness
- Parent updates written by hand every week
- No single place to see who's stuck, and where
- Weeks spent scanning PDFs and uploading questions one by one
- Versioned scores with explicit cross-form comparability checks
- Homework auto-targeted to each student's real weak spots
- Parent reports generated from the data, cite-checked
- One dashboard: every student, every domain, live
- A fully tagged bank of 6,000+ questions, loaded and ready to assign
How it works, for every student.
Underneath every VindicaOS academy runs Seneca, a measurement model. It finds where each student actually is, prescribes the fix, and checks at the next mock whether it worked. Then it does the same thing again.
Find the real weak spot
A diagnostic and every mock feed one ability estimate per domain, so you target the bottleneck, not the guess.
Prescribe the fix
Targeted practice and live review aimed exactly at that domain, assigned by the teacher, tracked to completion.
Prove it moved
The next mock re-estimates the same domain. Did the score move? The loop shows you, and starts again.
See it for yourself.
Explore the live demo: a real, sandboxed academy you can click through, no card and no trial to expire. When you are ready, talk to us about a pilot. $30 a student, free for nonprofit schools.
Solo student, not an academy? Check out FORGE SAT, built on the same engine that powers VindicaOS.