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Winumu

The AI-powered proof of learning infrastructure that turns everything you learn and build into verifiable proof of your skills.

"Most credentials prove attendance. Winumu proves understanding."

Product

Verification EngineCompound ScoreProof PortfolioAI & SkillsEmployer VerifyHow it WorksPricing

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Winumu
OverviewWhat Winumu doesVerification EngineAI-powered skill verificationCompound ScoreDynamic competency scoringProof PortfolioYour verified skill timelineAI & SkillsGrowth analysis, coaching, and skill mappingEmployer VerifyTrusted hiring verification
For Organizations
Employers
Hire with verified proof
Institutions & Cohorts
Cohorts, eLearning & institutions
For Individuals
Students
Graduate with evidence
Developers
Prove what you build
Freelancers
Win trust and contracts
Bootcamp Graduates
Turn learning into proof
How It WorksPricingFAQLog InStart Building Proof
Solutions for Institutions

Verify capability at cohort scale

Winumu is built for cohort-based platforms, eLearning platforms, and institution programs that need verified proof of learning. Organize learners, review artifact verification attempts, and publish branded cohort reports from one workspace.

Create Institution Workspace Request Guided Setup
Workspaces
Cohort-Based Platform
eLearning Platform
Institution Platform

Web Dev Builders - Cohort 12

Learner Verification Monitor
Learner NameMilestone RepoCompound ScoreVerification Signal
Elena Rostovagithub.com/.../solidity-token-staking295Evidence 94/100 - Verified challenge pass
Marcus Chengithub.com/.../hardhat-nft-dapp272Evidence 88/100 - Verified challenge pass
Sarah Jenkinsgithub.com/.../ethers-web-wallet185Evidence 73/100 - Partial retake available
Brand Presets
Report Branding
Standard Report
Pro Report
Honor Roll Report
VERIFIED COHORT REPORT
Styled with your saved accent color, logo, and tagline.
Flexible Implementations

Designed for cohort, eLearning, and institution platforms

Winumu fits the workflows already built into your institution workspace: cohort creation, bulk learner onboarding, mentor roles, branded reports, artifact verification, and shareable learner proof links.

Run cohort-based learning with visible progress and verified proof

Cohort-based platforms thrive on momentum, peer accountability, and visible progress. Winumu gives every learner a Compound Skill Score, verified artifact history, and shareable proof link while admins keep each cohort organized.

Peer Progress Signals: Compare verified artifacts, active learners, and Compound Scores.
Mentor Access: Give mentors scoped access to assigned cohorts.
Structured Cohorts: Set start dates, end dates, codes, learner lists, and cohort reports.

Cohort Platform

Create cohort cycles with start/end dates, invite learners in bulk, assign mentors, and share cohort-level proof reports.

Configure Workspace
All-in-One Capabilities

Everything built for learning platform workflows

Verification Integrity Signals

Review challenge scores, evidence quality, repository metadata, paste activity, tab switches, and retake history before marking work as verified.

GitHub Evidence Reviews

Inspect repository evidence, ownership checks, language metadata, recent commits, forks, and README quality during artifact verification.

Brand Customization

Apply institution accent colors, logo assets, and taglines to cohort reports and institution proof views.

Placement & Hiring Reports

Generate shareable cohort reports of top-performing learners, verified artifacts, skill breakdowns, and Compound Scores.

Admin/Mentor Dashboard

Enable owners, admins, mentors, and viewers to manage learner lists, review verification history, and track cohort metrics.

Billing & Seat Management

Activate institution billing, choose seat capacity, launch cohort checkout, and add seats as learner demand grows.

Outcome Impact

Estimate your administrative & placement savings

Estimated Cohort Size

Adjust the slider to set your average active monthly cohort size.

120 Learners
Grading & Review Hours Saved
180 Hours / mo
Verification Attempts Covered
360 attempts
Milestone Repos Vetted
360 Project Repos
Get Started

Request guided platform onboarding

Fill out the form below to request a detailed demo. We will show you how to configure cohorts, invite learners, assign mentors, review verification reports, and apply your institution branding.