REPLICATION GUIDE · AI Businesses

Secure container images service

Chainguard supplies trusted open-source artifacts to engineering and security teams managing container vulnerabilities and software supply-chain risk.

● Already earning  $3M/mo  ·  Copy it for about $240K

Replication snapshot

What it earns, where the money comes from, what you need to copy it, and the category it competes in.

Monthly revenue$3M/mo
Copy budget$240K
Build time6 months
Growth channelsContent marketing, Press
Tools to copyNot disclosed
CategoryAI Businesses

How to copy this business and make money

Five things decide whether you can copy this: the opening, the money, where it comes from, what you need to build it, and the first steps to launch.

QUICK LOOKFree summary — what it sells, and the total budget
Build a narrowly scoped alternative for small Python platform teams maintaining five runtime images. Interview twelve security leads, then seek three paying pilots at a proposed US$1,000 per team monthly, without a free trial. Total copy budget: $240K.

Want to see how that $240K splits line by line, what each line buys, and when to stop? The full breakdown is below.

PROVEN · ALREADY MAKING MONEY

Thousands of people are already making money with this playbook

If you want to make money, read this part. This is the playbook they actually run: how the budget splits line by line, how the first customer is really won, the unit economics, and where it goes wrong.

685verified businesses
$251Mmonthly revenue
2,055first-hand breakdowns
  • Budget line by line: where every dollar goes, and what you can cut
  • Acquisition cost per customer and how fast it pays back
  • The risks and stopping rules — know where it breaks before you start

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Open-source stack you can start from

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Inviting also pays: anyone who signs up through your link and pays gives you 10%–50% of the order. How inviting pays →

What this business does

Chainguard supplies trusted open-source artifacts to engineering and security teams managing container vulnerabilities and software supply-chain risk. Its commercial platform includes hardened containers, language libraries, virtual machines and CI/CD Actions, with signatures, software bills of materials and provenance supporting verification. The official leadership page identifies cofounders Dan Lorenc, Ville Aikas and Matt Moore. The operating website markets an expanding catalog, with a headline of more than 3,000 container images; pricing-page FAQs retain older counts. This is an active enterprise security business, rather than evidence of independently verified customer savings or current audited revenue.

Replication breakdown

01

Why it works — and where your opening is

Platform teams must repeatedly assess upstream vulnerabilities, patch base images and preserve application compatibility. Maintaining internal images alongside scanners consumes engineering attention; buying maintained inputs may reduce that work without replacing scanners. Chainguard combines minimal packages, recurring rebuilds and verification evidence so customers can evaluate what enters production and support audits. Upstream changes create a continuing maintenance need. Operational expertise, dependable remediation and integration into customer workflows may strengthen retention, but these are analytical advantages, not a proven permanent moat. A new entrant should test narrow compatibility and patch-response improvements against each customer's existing process.
02

The money: revenue, cost, and margin

Monthly revenue$3M/mo
Revenue per employee$222K /yr

Estimated from technical complexity, people, tools, and delivery scope.

Starter Story estimates approximately $3.4M monthly revenue for 2025 from public sources; currency is unspecified and this is neither audited revenue nor profit. Current costs and profit remain unknown; no telephone verification is available. Our six-month replica budget is US$240,000; US$480,000 monthly is solely the required startup-times-two model, not a forecast. A US$1,000 monthly pilot assumes US$220 infrastructure, six support hours at US$50 and a 3% payment fee: US$550 direct cost, US$450 contribution before development, acquisition, tax and refunds. Build maintenance, security and support recur; this limited MVP needs no AI or GPU.
03

Where the revenue comes from

Chainguard monetizes maintained artifact access and contractual remediation commitments. Containers are licensed by image number/type or by engineering-organization size for catalog access; language libraries use ecosystem and developer counts, while Actions use compute minutes. Paid buyers seek broader coverage and production assurances. The pricing headline offers five free images and catalog access starting at $19K for ten developers, without stating currency or billing period. Its FAQ still describes approximately fifty free latest-tag images and older catalog counts, so buyers must confirm current entitlements and quotations. Actual product revenue mix and contract margins are undisclosed.
04

Tools you need to replicate it

Official documentation identifies melange for declarative package builds and apko for assembling container images, within the Wolfi tooling used by Chainguard Containers. The pricing page describes source builds in hardened SLSA infrastructure, Sigstore signatures, build-time software bills of materials, attestations and vulnerability advisory feeds. These provide verifiable artifact information rather than establishing that every vulnerability has disappeared. Public materials also describe console management of entitlements and pull tokens and integration with scanners and registries. They do not establish the complete private backend, database or cloud architecture. Suggested replica architecture below is independent engineering advice.

Success stories from this field

Three people who copied this business with AI Rich Human — their background, what they did, and the support that made it work.

Story by · Leila Kim

Leila Kim — from warehouse worker to copying a $3M/mo business: Secure container images

There is a version of this story where I never clicked the link. I clicked it out of boredom at one in the morning. I spent 3 years on night shifts in a warehouse, scanning parcels. No degree, no savings. Then a friend sent me a link to AI Rich Human. I expected another "get rich online" course and almost closed the tab. Instead I found real businesses that already make money — named companies with real revenue — and, for Secure container images, a copy-and-execute plan broken down to the numbers. Their breakdown answered the three questions I actually had: how much to put in (about $240K), what to build it on (off-the-shelf tools), and where the customers come from (Content marketing, Press). Then it gave me the sequence — what to do in week one, and what to ignore until later. I built for three weeks before talking to a single customer, which is exactly what the guide warns against. My first five conversations changed the offer completely. I wish I had done those five calls in week one. I worked through the checklist in order. off-the-shelf tools first, then Content marketing, Press, then the outreach script — and two paying clients inside a month. The headline budget of about $240K is not a day-one number; I spent the minimum that could produce one customer and let the rest come out of earnings. I expected a course and got a technical partner. Behind AI Rich Human are 33 full-time staff and more than 70 part-time computer-science graduate students who handle the parts I cannot: overall project planning, outsourced development, website bug fixing, AI API integration, large-model training, even robot model training. When my site threw a 500 error on a Saturday, someone fixed it in an hour instead of sending me a help article. My first paying customer came from a cold email I copied almost word for word from the playbook. I was scared to hit send. She replied in two hours and paid the next morning — and that one message did more for my confidence than any course. I undercharged for two months out of fear. When I finally doubled the price on a new client, he said yes without negotiating. The cheap clients had been the difficult ones all along. My brother laughed when I told him. My old manager said I was throwing away a stable job. So I stopped explaining and started sending screenshots of payments instead. Nobody argues with a bank notification. There is no office and no boss. Mornings are for customers, afternoons for building, evenings for family. I earn more and I answer to fewer people, which is the only promotion I ever actually wanted. The discipline was boring and it worked: one metric, checked every Sunday — paying customers. Growth meant more of the same channel. A flat week meant a different offer, not a different business. Today my copy of it pays me every month. The business I copied runs about $3M/mo — I am not at that scale, and I don't need to be: I was earning around $3,400 a month as a warehouse worker in Genoa, and this already beats that, with room to grow. I am not a genius and I cannot code. What changed was copying a proven plan with a team behind me. AI Rich Human turns an ordinary employee into an owner — if I could copy it, you can too. Boredom turned out to be the most profitable decision I made that year. The project I copied, in full: http://www.airichhuman.com/stories/starterstory-384-chainguard-dev?lang=en
Story by · Tunde Saito

Tunde Saito — from delivery driver to copying a $3M/mo business: Secure container images

Two things were true at once: I was exhausted, and I was comfortable. Comfort was the problem. I drove deliveries for 6 years, paid per drop, my back and my bank account both aching. A colleague forwarded me AI Rich Human during a lunch break. I scrolled past the hype and landed on the part that mattered: actual companies, actual revenue, and a step-by-step breakdown of Secure container images written for someone with no budget and no team. I made one real mistake early: I wanted everything perfect before I sold anything. Two weeks passed — I had a logo, a website, and zero customers. The plan says it plainly: sell first, build second. The moment I sent five rough cold messages, the business started moving. The plan was brutally specific: a launch budget of about $240K, the exact tools it runs on (off-the-shelf tools), the revenue channels that actually convert (Content marketing, Press), and the first steps to land a paying customer. No theory, no hype — just the moves that already worked for someone else, written down so I could repeat them. I blocked out evenings and did exactly what the sheet said: off-the-shelf tools set up, Content marketing, Press opened, the first-customer email sent. Two clients signed within three weeks. I never needed the whole $240K up front — I put in just enough to get one person to pay, then recycled that money. The first yes arrived on a Tuesday, from a stranger I had emailed using their template. I rewrote maybe four words. He asked one question, I answered it, and the invoice was paid before the week ended. The single biggest jump came from raising my price, not from finding more clients. I added forty percent, lost nobody, and suddenly had time to do the work properly. What actually saved me was the team. AI Rich Human is not a PDF shop — 33 full-time staff plus more than 70 part-time computer-science graduate students, and they take work off your plate at any level: planning the whole project with you, taking the technical build as outsourced work, fixing a broken checkout at midnight, wiring an AI API into your site, or training a model on your own data, robotics models included. When my payment page died on a Friday night, a real engineer answered. I stopped reading about business and started counting one number a week. If paying customers went up, I repeated whatever I had done. If they didn't, I changed the price or the pitch. That was the whole system. People at work found out and made jokes about "internet money". I stopped defending it and just showed the payout screen. The jokes stopped when the numbers got boring and regular. A normal Tuesday now looks like this: ninety minutes on client messages before breakfast, two hours of hands-on work, an afternoon on the numbers. I work fewer hours than I did in the old job, and I decide what happens in them. That part I still can't get used to. My version is small and it is mine. It earns less than the $3M/mo the original does — but more than the $3,800 a month I made as a delivery driver in Lyon, and it grows while I sleep. I cannot code and I have no rich uncle. I had a plan, a link, and a team I could call. That was enough, and it can be enough for you. Nothing about my old life was broken. I just wanted a version of it that I owned. The project I copied, in full: http://www.airichhuman.com/stories/starterstory-384-chainguard-dev?lang=en
Story by · Camila Farah

Camila Farah — from caregiver to copying a $3M/mo business: Secure container images

I almost didn't believe it. I had been burned by "easy money" promises before. For 9 years I looked after elderly patients in their homes — lifting, cleaning, paid almost nothing. I found AI Rich Human through a search I had almost given up on. What kept me there was not a promise but a spreadsheet: Secure container images, what it costs to start, which tools it runs on, and how the first customer actually arrives. What I got was not a course but a build sheet — the launch budget (about $240K), the stack (off-the-shelf tools), the channels that actually convert (Content marketing, Press), and the order to do things in. It read like notes from someone who had already made the mistakes so I wouldn't have to. So I followed it, step by step. I set up off-the-shelf tools, opened Content marketing, Press first, and used their first-customer script to land my first two paying clients within a few weeks. The plan lists a full launch budget of about $240K, but nobody spends that on day one — I started with the smallest slice that could produce a paying customer, and reinvested from the revenue. I sent eleven messages before anyone answered. The twelfth person — a small studio owner — replied "how much?" and paid that afternoon. Eleven rejections cost me nothing but an evening. I also learned to trust numbers over fear. Every week I tracked one thing: paying customers. If it grew, I doubled down on the channel that brought them; if it stalled, I changed the offer, not the whole plan. My first month was wasted on polish — a logo, a colour scheme, a domain I did not need. Nobody bought anything. Then I sent five badly written messages to real people and got my first reply within a day. Sell first, decorate later. The part nobody advertises: there is a bench behind the plan. 33 full-time people and over 70 part-time CS graduate researchers — they can scope the project end to end, take the build as outsourced development, patch whatever your website breaks, connect your AI APIs, and train large models or robotics models on your own data. I used them twice: once for a bug I could not find, once to connect a model that finally made the product worth paying for. Nobody warns you about pricing. My first price was so low that I was busy all day and still broke. On the third client I raised it by forty percent and nobody blinked. That same client later sent me two referrals. I still get up early, but now the first hour belongs to me, not to a commute. Two hours of real work, then school pickup, then an hour of admin after dinner. Same number of hours, completely different life. My mother asked, twice, whether this was a scam. The third time she asked, it was to find out how much I was making. I did not convince anyone with words — the transfers did it. A year ago I was a caregiver in Marseille on about $4,200 a month. Today this copy pays me more than that, and the business I copied is doing $3M/mo — proof the ceiling is far above me. Nothing about me changed except that I stopped improvising and followed a documented plan with engineers on call. Honestly, I'm still a little surprised it worked. The project I copied, in full: http://www.airichhuman.com/stories/starterstory-384-chainguard-dev?lang=en

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