Independent project audits that upskilling courses attach to their certificates
TL;DR Meritfold grades the final projects of upskilling and bootcamp students using paid practitioners who have no stake in the course. Each certificate then links to a scored work sample an employer can open. Course providers pay per learner, because an outside audit makes their outcome claims believable.
India produces more certificates than employers can trust. The India Skills Report 2025, built on an employability test taken by 6.5 lakh candidates, put national employability at 54.81%[1]. Working professionals keep buying courses to stay current, and close to 80% of high performers in GCCs say they fear their skills going stale[2].
The certificate at the end says very little. Did that "data analytics" course mean a real project on messy data or a quiz? A recruiter can't tell.
So course brands lean on placement claims, and employers re-test everyone anyway.
Meritfold sits between the course and the employer. A course provider signs up a cohort. Before the capstone starts, Meritfold publishes a project brief and rubric written with practitioners in that field, such as backend, data, testing or cloud. Learners submit code, notebooks or write-ups. Two paid reviewers, both working engineers with no tie to the course, score each submission blind, and a third breaks ties.
The learner gets a public link that shows the brief, the score, reviewer comments and the work itself. The course provider gets a cohort report it can quote, with the share who passed and where they fell short.
The seed proposed AI-powered project assessments sold broadly, and it got reframed. Employer-side testing is crowded and well funded, so the buyer you can defend is the course provider that needs outside proof. AI can help reviewers later, but human grading is what makes people trust it.
The learner benefits and the course provider pays, likely ₹800–2,000 per learner per audit (my assumption, untested). Mid-sized bootcamps and university-linked programmes come first. If employers start relying on the links then they could later pay to search verified work samples. Learners never pay directly, because charging them would make the audit look like one more paid certificate.
Hiring is shifting to tests. A recruitment firm's report found 48% of GCCs plan to adopt AI-based hiring tools and 24% already use them[3]. Once employers are testing anyway, a course that shows audited work up front gives its learners a head start.
No public figure exists for independent assessment of course outcomes in India. The demand signal is indirect - 6.5 lakh people sat one employability test in a single report cycle[1], and employer-side platforms report large bases, with one assessment platform claiming 500+ enterprise customers[4].
Developer-assessment platforms run assessments and AI interviews on real-world tasks for employers[4]. Another vendor sells a skills assessment library to 300+ enterprises, including large consultancies[5]. Both serve the hiring side.
Neither positions itself as an outside auditor of a course's projects, and that's the gap. Course providers also grade their own capstones, so nobody independent signs off on the work.
| Difficulty | Moderate (34/100) |
| Starting capital | ₹45–85 L |
| Time to launch | 4–6 months |
The platform is simple. Reviewer quality and independence are the hard part. You need a bench of working engineers who grade consistently, and you must refuse to soften scores for the client who pays you, which is easier said than done. Rubrics also need updating as tools change.
No sector licence here. It's a private assessment service, so the baseline applies, plus care over how clients quote you.
Building this outside India? The categories above usually have a local equivalent, so check with your own regulator.
AI should not set the final score. Human grading by independent practitioners is the whole product, and an AI score would undo it.
Want to work out the AI layer for Meritfold? Talk to Yash →
I like this for a founder from technical hiring or a bootcamp who can recruit reviewers. It is a poor fit if you want pure software margins. First prove that three providers pay for a cohort and that recruiters open at least a quarter of the shared links.
Plan for roughly ₹45–85 L, most of it spent on reviewer fees, rubric writing and selling to course providers before revenue settles.
No sector licence. You need company registration, GST, consent from learners under the DPDP Act and careful contract terms on how providers quote your reports.
Yes. Bootcamps everywhere face the same trust problem. Check your local data protection and advertising rules before you publish learner work.
The free Meritfold validation kit has the line-by-line capital breakdown, the effort scoring, the data and advertising-claims checklist, a 14-day validation sprint with pass/fail targets, a 90-day launch plan, 10 interview questions for course providers and recruiters, and 5 assumptions to test. Download the kit →
Thinking about building Meritfold or something close to it? The make-or-break work is keeping grading strict while the course provider pays the bill, and I can help you set that up so it holds. If you need a hand, you know where to find me. Talk to Yash →
For illustration only. Names are fictional and ideas hypothetical; sourced facts are real but may be out of date. Nothing here is legal, financial or professional advice, and Yash Khatri is not personally liable for any use of it. Read the full disclaimer.