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A venture studio for the underserved

AI is reshaping work.
Don't let people fall behind.

Papi Labs builds practical AI tools for people, businesses, and communities the tech industry overlooks. Stakeholder capitalism, bootstrapped, mission-led.

Practical. Bootstrapped. Mission-led.

01, what we do

Build things people actually use. Help the people who'd otherwise be left out.

Papi Labs is a venture builder studio that adheres to stakeholder capitalism: we're responsible to the people who use our tools, the people who work with us, and the communities our work touches, not only to a balance sheet. We make things that earn revenue and earn their place in people's lives.

Hundreds of millions risk being left behind as AI transforms the world around us. That's the problem Papi Labs exists to solve.

how we operate

Three principles, in plain language.

i.

Practical, not theoretical.

We've trained hundreds of people in real AI skills, run hackathons and workshops where non-technical founders and executives shipped working apps in a day and gained genuine confidence with AI, and built more than 100 apps ourselves. This isn't hype, it's a method that works.

ii.

Bootstrap, not VC.

We don't take outside money. That keeps us aligned with the people who use our tools instead of with investors who'd push us to extract from them. We grow at the pace the mission allows.

iii.

Mission-led, commercially serious.

Stakeholder capitalism doesn't mean charity. We make money so we can build more, reach further, and offer free access to people who need it. The mission needs revenue, not subsidy.

02, what we build

What's in the garden.

Two live products and one on the way. GuideKit is the front door. More to come as the studio grows.

clipshield live

ClipShield, AI without leaks.

Local-LLM PII protection. Stops your name, your customers, and your sensitive data from accidentally landing in an AI conversation. Processing happens on your device.

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logga launching soon

logga, private meeting notes for your Mac.

Records, transcribes and summarises entirely on-device. One-time licence, no subscription. Launching soon at logga.ai. If you'd like early access, DM Saman on LinkedIn.

Ask for early access
03, the story

Papi was my grandfather.

He was a Lur from Iran, born in Borojerd. An electrician by trade. He cycled everywhere, helped everyone, friends and strangers alike, and built a life on quiet generosity. The kind of person who'd look in on a neighbour because he'd noticed they'd been quiet that week.

Papi Labs is a tribute to him. The aim is the same as his was, just at a different scale: build things that help as many people as possible, without asking for anything cruel in return.

The mark is the iwan, the pointed Persian arch he would have walked under in Borojerd. In modern Persian, the word for a walled paradise garden is Pardis. The English word "paradise" comes from the Old Persian pairidaēza, meaning "walled enclosure" or a royal pleasure garden. This studio is one of those gardens. The iwan is the door.

Papi Labs is founded and run by Saman Taherimoud, an AI educator and solutions architect based in Newcastle upon Tyne. His work, story, and writing live at samantm.com.

The iwan, a pointed Persian arch.

A door to Pardis.

04, join us

Three ways to be helpful.

We're a small studio with a long-term plan. If any of this resonates, here's how to plug in.

You're a person

Try GuideKit. If it helps you, send it to two friends. That's how we grow. That's the whole funnel.

Try GuideKit

You're an organisation

Workshops, bulk licensing, and bespoke training that actually changes how your teams use AI, led by our founder, Saman. Or email hello@papi.tech.

Explore AI training

You believe in this

Introduce us to one person who could help us reach further. That's worth more than a retweet, and a lot more than a like.

Connect on LinkedIn