About Kanvis
Why we built Kanvis.
Why we started Kanvis
Before Kanvis, Hamza built U.n.I, a student platform that grew to 15,000+ people across 12 universities without an ad budget. After that he spent a couple of years mentoring startups through Techstars, around 35 of them.
Those are two very different rooms, and the same thing kept happening in both. Someone would tell you what they’d actually done. The thing they built, the mess they sorted out, the number they moved. It was obviously good. Then they’d show you the CV they were sending out, and none of it was in there. There was nowhere to put it.
Nobody was missing these people because the talent wasn’t there. They were missing them because it arrived as a PDF.
That’s the whole origin story. We didn’t spot a gap in a market report. We watched it happen to people we knew, often enough that it stopped looking like bad luck.
What's actually broken
You already know how this goes. You spend an evening rewriting the same two pages so some piece of software will let them through. You swap a word, move a date, cut the thing you were proudest of because it didn’t fit. You send it. Nothing comes back. Not a no, just nothing.
Somewhere in that silence, a person who would have liked you never saw your name. And the rejection was never the hard part. The hard part is that what got judged was a page of formatting, and you weren’t in the room to say otherwise.
≈250
résumés for one opening
Glassdoor
55%
never hear anything back
Resume Genius, 2026
11,000
new applications a minute
LinkedIn, 2026
The part people miss is that it’s just as bad on the other side. The person hiring didn’t build this funnel for fun. They’ve got 250 documents and an afternoon, so they skim each one for a few seconds and hope. They’re guessing too. Everyone here is making an expensive decision on almost no information, and everyone knows it.
Why we think it's ours to fix
Plenty of people have noticed this problem. Most attempts to fix it go wrong at the business model, not the technology. The moment a job seeker can pay to be seen, you’ve started selling the thing you were supposed to be measuring.
So we made the awkward decision first and built afterwards. Candidates don’t pay us. Not for a boost, not for a badge. Hiring teams do. That means the product has to be good enough that a company will pay for the shortlist, which is a lot harder to build than a premium tier. We’d rather have that problem.
You also get the people who build it. If you tell us something’s wrong, the person reading your message is the person who changes the product, usually that week.
How we're going at it
The whole approach comes down to one swap. Stop asking people to squeeze themselves into a document, and let them talk instead.
You talk for about five minutes. No forms, no templates. You say what you did and what it took, and it gets written down properly, with every line tied to the moment you said it.
Your page answers when you can’t. You get a page at kanvis.me with your name on it. When someone opens it at eleven at night and wants to know whether you’ve really shipped something at scale, the page answers them from your own record, with the evidence attached.
The first interview actually happens. Apply through Kanvis and you get a real first conversation about the role. It’s run by AI, and we say so up front. The hiring team then reads what you actually said instead of guessing from a file.
The AI chooses the words. It doesn’t choose the number.
That line matters more than anything else on this page. Every score Kanvis produces is worked out the same way for everyone who applied, and the AI gets no say in it. That’s what makes it a system you can question rather than one you just have to accept.
And five things we won’t do.
These aren’t policies we could quietly change next quarter. They’re built into how the product works.
You don’t pay.
Kanvis is free if you’re looking for work, and we intend to keep it that way. Hiring teams pay. Once the person being judged is also the customer, the judgement is for sale.
You can’t buy your way to the top.
No promoted profiles, no boosted placement, no tier that puts you ahead of someone who’d do the job better. A page gets attention by being true.
A result can’t be quietly rewritten.
An application is fixed the moment you send it. Editing your page next week doesn’t move a score someone has already seen, in either direction.
AI picks the words. It doesn’t pick the number.
Every score is worked out the same way for everyone who applies. The AI decides how things are worded and points to the evidence. It doesn’t get a vote on the result.
Your page stays yours.
Hide it from search and browsing whenever you like, and your direct link keeps working. We don’t take pages down and we don’t hold them hostage.
Where this goes next
Both sides are live and people are being hired through it. So what follows is a direction, not a promise.
Next up is depth. An interview that gets better at drawing out the things a document can’t hold, and a page that remembers what it learned about you from one application to the next instead of asking again. After that, reach. This problem isn’t specific to one country, one language or one kind of work, and the answer shouldn’t be either.
The long-term version is the one worth writing down, because it’s what we’d want to be held to. A world where sending a résumé is the odd choice. Where the normal way to be considered for a job is a page that already knows what you’ve done, can be asked about it by anyone, and costs you nothing to keep.
That’s a long way off. We’d rather say it out loud anyway.
The people doing it
The people building it are the same people you’ll deal with.

Hamza Bin Mubeen
Founder
Built U.n.I to 15,000+ users across 12 universities. Mentored 35+ startups through Techstars.

Suleman Shahid
Co-founder
Associate Professor of Computer Science. Human-computer interaction and UX research.

Hamza Ahmad
Lead AI Engineer
Builds the AI: the interview, the scoring, and the Twin that answers on your page.

Aarash Abro
AI Engineer & Cloud Architect
Infrastructure, data, and everything underneath that has to keep running.
Want to help build it?
This goes straight to a founder. Tell us what you’d want to work on and what you’ve built. We’re not that interested in the CV, which you’d probably expect from us.
Build your profile
One conversation, and your link is live at the end of it.
For candidates
Hire on evidence
Applicants arrive already interviewed and scored.
For recruiters