GradeWiz

Cover Block

Name	GradeWiz
Tagline	AI grading assistant for college STEM and humanities using computer vision
Headquarters	San Francisco, CA, USA
Founded	2024
Stage	Pre-Seed
Business Model	SaaS
Industry	Edtech
Technology	AI / Machine Learning
Geography	North America
Growth Profile	Venture Scale
Founding Team	Co-Founders (2)
Funding Label	Pre-seed
Total Disclosed	$500,000 [Crunchbase, March 2025]

Links

• Website: https://www.gradewiz.ai
• LinkedIn: https://www.linkedin.com/company/gradewiz
• X / Twitter: https://x.com/gradewiz_ai
• Product Hunt: https://www.producthunt.com/products/gradewiz

The Short Version

GradeWiz is an AI grading assistant for college-level STEM and humanities courses, a tool that aims to automate one of the most time-intensive tasks in higher education. Founded in 2024 by Cornell undergraduates, the company has secured a place in Y Combinator's Winter 2025 batch and reports early pilot traction across a dozen universities, processing over 30,000 student submissions [Cornell Chronicle, February 2025] [Y Combinator on X, 2025].

The founding story is a university spinout. Co-founders Max Bohun and Aman Garg developed the initial concept while students, participating in Cornell's eLab accelerator in 2024 before formalizing the venture [Cornell Chronicle, February 2025]. Their product differentiates by applying computer vision to handle handwritten work, diagrams, and PDFs across both quantitative and essay-based assignments, claiming to reduce grading time by 60-80% [GradeWiz site].

The team's background is academic and entrepreneurial within the Cornell ecosystem. Max Bohun serves as CEO, while Aman Garg brings prior software and machine learning engineering experience from other campus ventures [Forbes, May 2025] [American Bazaar Online, February 2025]. Funding is light, with a single disclosed pre-seed round of $500,000 closed in March 2025 [Crunchbase, March 2025]. The business model is SaaS, targeting individual professors and departmental licenses. The immediate watch items are the conversion of pilot programs into paid contracts and the technical validation of accuracy claims outside controlled environments.

Over the next 12-18 months, the key milestones will be moving beyond the Y Combinator network to secure first enterprise customers, demonstrating renewal and expansion motion, and navigating the complex procurement cycles of university administrations.

Data Accuracy: YELLOW -- Core facts (founding, YC, pilot count) are confirmed by university publications; key performance metrics (accuracy, time savings) are sourced from the company and a single student newspaper article.

Taxonomy Snapshot

Axis	Value
Stage	Pre-Seed
Business Model	SaaS
Industry / Vertical	Edtech
Technology Type	AI / Machine Learning
Geography	North America
Growth Profile	Venture Scale
Founding Team	Co-Founders (2)
Funding	Pre-seed (~$500,000)

The Company in Brief

GradeWiz was founded in 2024 by Cornell University undergraduates Max Bohun and Aman Garg, who began developing the AI grading tool while still students [Cornell Chronicle, February 2025]. The company is headquartered in San Francisco, California, a move that coincided with its acceptance into the Y Combinator Winter 2025 batch [Y Combinator, 2025]. The founding narrative is rooted in the founders' direct experience with the administrative burden of grading in large university courses.

The startup's initial development was supported by Cornell's eLab accelerator in 2024 [Cornell Chronicle, February 2025]. A key operational milestone was the execution of pilot programs at several universities, including Cornell, Pennsylvania State University, and California Polytechnic State University [Cornell Chronicle, February 2025]. The company's pre-seed funding round of $500,000 was reported in March 2025 [Crunchbase, March 2025].

Data Accuracy: YELLOW -- Founding story and accelerator participation confirmed by university press; funding amount corroborated by Crunchbase.

What They Have Built

GradeWiz's product is defined by its scope of inputs. The core claim is the ability to automate grading across a wide range of college-level assignments, from handwritten STEM problem sets to typed essays, using a combination of AI and computer vision [GradeWiz site]. The system is designed to ingest multiple formats, including PDFs, slide decks, and images of handwritten notes and diagrams, aiming to reduce grading time by 60-80% [GradeWiz site] [Cornell Chronicle, February 2025]. The output for students is detailed feedback, reportedly delivered the next day [Product Hunt, 2025].

The company's reported accuracy of 97% with less than 3% manual intervention comes from a single university publication [Cornell Daily Sun, September 2025].

Data Accuracy: YELLOW -- Product claims are sourced from the company website and university press releases. The key performance metric (97% accuracy) is from a single, non-peer-reviewed source.

Market Size and Demand

Quantifying the total addressable market for AI-assisted grading in higher education requires inference from adjacent sectors. A 2023 report from HolonIQ estimated the global market for digital learning platforms and tools in higher education at $68 billion [HolonIQ, 2023]. As an analogous market, the global online homework and assessment platform market was valued at approximately $8.4 billion in 2024 [Global Market Insights, 2024].

Demand is driven by persistent pain points. University faculty report spending between 10 to 15 hours per week on grading and assessment-related tasks [Chronicle of Higher Education, 2024]. Key adjacent markets include the broader academic integrity and proctoring software sector, estimated at $1.2 billion [Inside Higher Ed, 2024].

Metric	Value
Global Digital Higher Ed Tools (2023)	$68B
Online Homework & Assessment (2024)	$8.4B
Academic Integrity Software (2024)	$1.2B

Data Accuracy: YELLOW -- Market sizing relies on analogous third-party reports for adjacent sectors.

Who Else Is Fighting for This

GradeWiz enters a market where the primary competition is the entrenched status quo of manual grading and a diffuse landscape of point solutions.

• Manual grading and teaching assistants. The primary advantage is zero marginal software cost. The disadvantage is the significant time burden, estimated at 60-80% of a professor's time [GradeWiz site].
• Learning Management System (LMS) native tools. Platforms like Canvas, Blackboard, and Moodle include basic quiz and auto-grading features, but these are largely limited to multiple-choice or formulaic short-answer questions.
• Standalone plagiarism and writing assistants. Tools like Turnitin and Grammarly address adjacent parts of the academic workflow.
• Emerging AI grading tools. The broader edtech AI landscape includes companies applying large language models to student writing and feedback.

GradeWiz's defensible edge today appears to be its early focus on the multimodal challenge of grading handwritten scientific work. The company's other potential moat, its growing dataset of over 30,000 graded submissions from university pilots, is nascent [Cornell Chronicle, February 2025].

Data Accuracy: YELLOW -- Competitive analysis is inferred from product claims and market structure.

Opportunity

The headline opportunity is to become the default AI co-pilot for college-level assessment. The company is already processing assignments across multiple universities, including research-intensive schools like Cornell and Penn State [Cornell Chronicle, February 2025]. If the platform can reliably reduce grading time by the 60-80% claimed, it creates a compelling economic argument for departmental adoption [GradeWiz site].

Quantifying the size of the win requires looking at comparable platforms. Instructure, the parent company of the Canvas LMS, was taken private in a transaction valuing it at approximately $2 billion [Reuters, 2020].

Data Accuracy: YELLOW -- Growth scenarios are extrapolated from cited pilot traction; market size and comparables are based on public industry data.

Sources

1. [Cornell Chronicle, February 2025] Student startup pilots AI grading assistant, joins Y Combinator | https://news.cornell.edu/stories/2025/02/student-startup-pilots-ai-grading-assistant-joins-y-combinator
2. [Y Combinator on X, 2025] GradeWiz: AI Grading for Teachers | https://www.ycombinator.com/companies/gradewiz
3. [GradeWiz site] About us - GradeWiz | https://www.gradewiz.ai/marketing/about-us.html
4. [Forbes, May 2025] Council Post: How AI Can Make Education More Human | https://www.forbes.com/councils/forbesbusinesscouncil/2025/05/15/how-ai-can-make-education-more-human/
5. [American Bazaar Online, February 2025] Student startup pilots AI grading assistant, joins Y Combinator | https://www.americanbazaaronline.com/2025/02/26/student-startup-pilots-ai-grading-assistant-joins-y-combinator/
6. [Crunchbase, March 2025] Pre Seed Round - GradeWiz - 2025-03-12 | https://www.crunchbase.com/funding_round/gradewiz-pre-seed--f26990b1
7. [Cornell Daily Sun, September 2025] GradeWhiz: The Cornell Startup Using AI to Give Teachers Their Time Back | https://www.cornellsun.com/article/2025/09/gradewhiz-the-cornell-startup-using-ai-to-give-teachers-their-time-back
8. [Product Hunt, 2025] AI Grading Assistant for College Professors - GradeWiz | https://www.producthunt.com/products/gradewiz
9. [HolonIQ, 2023] Global Education Outlook | https://www.holoniq.com/notes/global-education-market-to-reach-10t-by-2030
10. [Global Market Insights, 2024] Online Homework & Assessment Platform Market Size | https://www.gminsights.com/industry-analysis/online-homework-assessment-platform-market
11. [Chronicle of Higher Education, 2024] The Grading Grind | https://www.chronicle.com/article/the-grading-grind
12. [Inside Higher Ed, 2024] The State of Academic Technology | https://www.insidehighered.com/news/tech-innovation/artificial-intelligence/2024/01/16/ai-academic-integrity-software-market
13. [Reuters, 2020] Instructure to be taken private in $2 billion deal | https://www.reuters.com/article/instructure-m-a-thoma-bravo/instructure-to-be-taken-private-in-2-billion-deal-idUSKBN28I2T5/