Frizzle is an AI‑powered platform that converts photographed or scanned handwritten math worksheets into step‑by‑step analytics. It uses computer‑vision to recognize any handwriting, parse multiple solution paths, and flag specific misconceptions, then presents real‑time class dashboards that highlight stuck students, spreading errors, and mastery trends, helping K‑12 math teachers quickly adjust instruction.
Funding
$500K raised to dateRaised to date based on public sources. This may differ from the amount the company actually raised and is based only on what is publicly available on the internet.

Founders
Product
Problem
Teachers spend extensive time manually grading handwritten math worksheets, which limits instructional time and delays insight into student misconceptions and learning gaps.
Solution
Frizzle provides an AI-powered platform that converts photographed or scanned handwritten math work into detailed, step‑by‑step analytics. Using computer‑vision, the system parses each student’s solution path, identifies multiple approaches, and flags specific misconceptions aligned to standards. Results are delivered in live dashboards that show class‑wide trends, individual mastery, and equity metrics, enabling teachers to adjust instruction instantly. The workflow requires no new devices for students—teachers simply snap a stack of papers, and Frizzle processes the work in seconds, delivering actionable feedback while keeping all data secure and compliant with FERPA and COPPA.
Target Audience
Primary users are K‑12 math teachers and school districts that rely on paper‑based assessments and need rapid, data‑driven insight into student performance.
Features
- Handwriting recognition with 97% accuracy on K‑12 scripts, handling print, cursive, and smudged work
- Step‑level feedback that captures multiple solution paths and assigns partial credit
- Real‑time class dashboard highlighting stuck students, spreading errors, and mastery trends
- Misconception library of 147 named errors mapped to CCSS, TEKS, and 30+ state standards
- Equity and standards reporting with anonymized district‑wide analytics
- Curriculum‑agnostic processing for any worksheet or quiz, including major K‑12 programs
- Secure, end‑to‑end encryption (AES‑256 at rest, TLS 1.3 in transit) with FERPA, COPPA, and SOC 2 Type II compliance
- Integrations with Google Classroom, Canvas, Clever, and ClassLink, plus SSO/SAML for districts