Product Roadmap

Basic AI grading powered by Claude. Score, grade, letter, and written feedback.

Strengths, weaknesses, improvement suggestions, and learning path for each submission.

Semantic versioning, changelog, and build dates.

Grade levels expanded to include undergraduate, graduate, MBA, JD, MD, and PhD.

Full landing page, two-row nav, pricing page, roadmap, features, and about pages.

Free / Pro / School+ / District tiers with feature gating.

Student roster with CSV import, grade tracking, class averages, and subject breakdown.

Flat, sqrt, and top-score curve types. Bonus and extra credit support.

Claude Vision grading from scanned or photographed student work.

PDF, Word .docx, and .txt file grading in addition to images.

Dedicated student profile page with progress chart, subject breakdown, grade history with trend arrows, at-risk indicators, AI learning path history, and private teacher notes.

Grades save immediately on Grade and Upload pages. Inline prompt if student not in roster.

Claude reads student name from submitted work and flags discrepancies. Applies to all file types.

Import skips students already in roster and shows clear summary of imported vs skipped.

Teachers can edit score, grade, student feedback, and teacher notes on any saved grade.

AI grade permanently stored and locked. Teacher edits tracked. Variance calculated. >20% triggers alert.

Four formats: practice questions, full assignment, essay prompts, activity/project. Auto-loads student weak areas.

AI-generated content and ghostwriting analysis. Confidence levels, signals, limitations disclosed.

Professional email and printable report card. One student or whole class. Teacher controls what is shared.

Teachers submit bugs with type, title, description, steps, severity. Saved to server. Admin export.

All 17 nav tabs centered on row 2. Top row is logo and buttons only.

Deployed to Railway (Ubuntu). Production WSGI via Gunicorn. teachpal.ai live. All secrets in env vars.

Browser localStorage replaced with server-side SQLite. Data persists permanently. 10 REST API routes.

Teacher registration and login. Session auth on all routes. Per-teacher data isolation. Founder admin dashboard. Terms of Service. IS_PRO and FREE_LIMIT reverted to production values.

Terms of Service and Privacy Policy at /terms and /privacy. Register form links fixed. Footer updated.

School name + grade level on registration. Session timeout 30min. First-login onboarding wizard. Admin password reset and teacher impersonation. Roadmap + About page corrected. Pricing redesign with Beta Founder Pricing promo.

When a weak area is detected in a student profile, auto-generate a Khan Academy search link. No API needed. Immediate value with zero approval required.

Teachers export scores from DeltaMath and import into TeachPal gradebook. Partners, not competitors.

Students see their own grades, feedback, learning paths, and recommended Khan Academy lessons. Free student accounts.

Split single-file app into proper Flask structure: static CSS/JS, templates, routes. Prep for scale.

Free/Pro/School+ billing, upgrade flows, and plan enforcement.

Real plagiarism detection vs web sources and academic databases. Catches verbatim copying from websites.

School admin creates and manages teacher seats. School-wide analytics.

Hard seat limits with overage billing. Multi-campus accounts count seats across all campuses.

Teacher delete removes student data. Graduation year auto-archive. FERPA-compliant purge schedules.

Full admin panel: MRR tracking, usage anomaly flags, churn risk, teacher impersonation v2.

MOVED UP from v1.7.5. Sign in with Clever. Auto-populates roster. Apply to Clever marketplace immediately after v1.0.0. Unlocks 65,000 schools.

OAuth. Auto-sync roster, assignments, and grades with Google Classroom. 2 clicks for teacher.

LMS integrations for college and university accounts. Grade passback to LMS.

Grade from any web page or document without opening the app.

Personal variance report, grading consistency trends, and coaching nudges based on AI vs teacher data.

Requires API application. Pull student mastery data directly into TeachPal profiles.

Student ID-based sync with school information systems.

School/district-level view of teacher performance, grading patterns, and AI variance.

Badges for teaching milestones, grading consistency, student improvement, and platform engagement.

Public profile pages showing badges, class stats, and teaching highlights.

Teachers share tips, assignments, and teaching wins with the TeachPal community.

Community-nominated and data-driven recognition program.

Share student wins, class achievements, and badges on social media.

In-app AI assistant for teacher questions and platform help.

Native mobile app for grading on the go.

Replace or supplement Claude Vision with local EasyOCR for offline scanning and reduced API costs.

Fingerprint and compare submissions across all TeachPal users to catch student-to-student copying.

Run local plagiarism and AI detection on own server for privacy and cost reduction.

Formal partnerships with teacher unions and state education departments.

TeachPal becomes a full teacher social and professional development network.

First dedicated customer success team member.

First dedicated sales team member for school and district outreach.