REPLICATION GUIDE · AI Businesses

MSME manufacturing consulting

SolutionBuggy runs solutionbuggy.com, matching manufacturing MSMEs to experts and supporting new-plant projects.

● Already earning  $20K/mo  ·  Copy it for about $64K

Replication snapshot

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

Monthly revenue$20K/mo
Copy budget$64K
Growth channelsAdvertising on social media, Facebook Community
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
Per-report loaded rates: engineer 12h×₹3,800, project lead 6h×₹2,850, analyst 6h×₹2,000. Compared with the source-described broad matching-to-commissioning, buyers may prefer one bounded decision and fewer search/coordination handoffs (hypothesis; measure, no proven savings). Total copy budget: $64K.

Want to see how that $64K 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

Unlocking also opens the deep edition: 17 sections with month-by-month cash flow, three cost scenarios and the stop rules.

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Open-source stack you can start from

Each repository was checked against the GitHub API for existence, stars and licence terms. Fork one instead of starting from zero. Where it says AGPL, read the terms before shipping a paid product.

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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

SolutionBuggy runs solutionbuggy.com, matching manufacturing MSMEs to experts and supporting new-plant projects. The September 11, 2021 Starter Story interview reports $240K/year in its headline and $20K/month on its card; bare-$ figures, denomination unstated; the publisher says they may be researched, estimated or business-reported, not independently verified. Its narrative calls Arjun Bharadwaj Founder & CEO; card, Arjun N Founder. Official About says the company began in 2016; author page identifies Arjun N Founder & CEO. These labels do not prove legal-name equivalence. Buyers may struggle to locate specialists and coordinate plant projects. About claims 2,000+ projects and 10,000+ mapped experts; author page claims 3,500+ projects, 12,000+ consultants and 60,000+ registered MSMEs. Attribute claims; none audited.

Replication breakdown

01

Why it works — and where your opening is

The historical interview describes expert matching and new-plant project support from design/machinery selection through commissioning. Buyers might instead ask peers, search directories or hire one consultant; weaknesses in fit, scope or handoffs are hypotheses, not verified facts. The target problem is time spent finding/qualifying specialists and coordinating scope. One lead, checked credentials, written scope, response dates and assumptions trail may reduce search/coordination/rework hours; measure pilot effort, claim no savings. This diagnosis is one-off; assume no subscription or repeat rate. Repeat only for new sites/issues or referrals if tested. No moat is established; a vetted expert network/workflow is only a potential, replicable advantage.
02

The money: revenue, cost, and margin

Monthly revenue$20K/mo

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

Starter Story’s September 2021 headline reports $240K/year; card $20K/month. Publisher says figures may reflect research, estimates or business reports and are unverified; bare dollars, denomination unknown. Slug is not revenue; current company revenue/profit/spend unknown. US$64k ceiling; US$128k/month exactly 2× is a schema placeholder, not revenue/forecast/ROI. Scenario: proposed $2500 ticket less $788 labor, $200 travel, $75 processing; $8k acquisition/16 jobs=$500 CAC, leaving $937 before fixed/tax/refunds. Startup buckets: site $8k, field $7k, paid labor $17k, counsel/tax/insurance $7k, marketing $8k, tools/archive/fees $7k, bridge $10k. No AI/API/GPU costs. Remeasure actual hours, travel, software, processing, coverage, tax, refunds, CAC; no profit/payback claim.
03

Where the revenue comes from

SolutionBuggy’s current FAQ says registration is free and its described consultant-connection process has no commission/service charge; it separately refers to paid membership plans. The current Industry pricing page displays ₹11,999 plus 18% GST for five project-posting credits with lifetime validity and premium project-management service. This is a dated posted offer, not proof of sales or the 2021 price. A proposed original service should earn from expressly scoped diagnostic, project-report or execution work priced directly to the buyer; do not assume an introduction commission. Test any paid membership as a separate product with clearly listed benefits and renewal terms. Do not count one fee category as another or infer current revenue mix from public pages.
04

Tools you need to replicate it

The official site currently describes an AI-based collaboration platform, project listings, consultant profiles, industry/skill filters, inquiry forms and digital project-report resources. Those are company descriptions; specific AI functions, match accuracy, architecture, security controls, credential checks and data certifications were not independently verified. For an original pilot, use a simple intake site, access-limited case tracker, written consent/scope forms, a shared project calendar and accounting/payment records. Match manually; use no AI model or external API for recommendations or customer files during the pilot. Collect only necessary process information, share it with a named expert only with the client’s written consent, and do not copy the source company’s code, wording, customer data or brand.

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 · Arjun Nakamura

Arjun Nakamura — from warehouse worker to copying a $20K/mo business: Msme manufacturing

I didn't quit my job. I built this at night, after my shift, on a borrowed laptop. I spent 7 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 Msme manufacturing, 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 $64K), what to build it on (off-the-shelf tools), and where the customers come from (Advertising on social media, Facebook Community). Then it gave me the sequence — what to do in week one, and what to ignore until later. I worked through the checklist in order. off-the-shelf tools first, then Advertising on social media, Facebook Community, then the outreach script — and two paying clients inside a month. The headline budget of about $64K is not a day-one number; I spent the minimum that could produce one customer and let the rest come out of earnings. 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. 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. 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 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. 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. 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. 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. Today my copy of it pays me every month. The business I copied runs about $20K/mo — I am not at that scale, and I don't need to be: I was earning around $2,000 a month as a warehouse worker in Guadalajara, 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. I kept my salary until the new income was real. The project I copied, in full: http://www.airichhuman.com/stories/starterstory-808-solutionbuggy-com?lang=en
Story by · Ingrid Ferreira

Ingrid Ferreira — from delivery driver to copying a $20K/mo business: Msme manufacturing

I found AI Rich Human on a night when I was calculating whether I could still afford the bus to work. I drove deliveries for 10 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 Msme manufacturing written for someone with no budget and no team. 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. 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 $64K, the exact tools it runs on (off-the-shelf tools), the revenue channels that actually convert (Advertising on social media, Facebook Community), 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, Advertising on social media, Facebook Community opened, the first-customer email sent. Two clients signed within three weeks. I never needed the whole $64K up front — I put in just enough to get one person to pay, then recycled that money. 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. 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. 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. 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. My version is small and it is mine. It earns less than the $20K/mo the original does — but more than the $2,300 a month I made as a delivery driver in Cebu, 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. Two years later I still take the bus. I just don't count the coins first. The project I copied, in full: http://www.airichhuman.com/stories/starterstory-808-solutionbuggy-com?lang=en
Story by · Mateo Fujita

Mateo Fujita — from caregiver to copying a $20K/mo business: Msme manufacturing

I am not going to pretend this was easy. It took four months before anyone paid me a cent. For 13 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: Msme manufacturing, 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 $64K), the stack (off-the-shelf tools), the channels that actually convert (Advertising on social media, Facebook Community), 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 Advertising on social media, Facebook Community 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 $64K, 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. 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 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. 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. 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. A year ago I was a caregiver in Kraków on about $2,600 a month. Today this copy pays me more than that, and the business I copied is doing $20K/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. Four months is a long time. It is still shorter than any degree I ever finished. The project I copied, in full: http://www.airichhuman.com/stories/starterstory-808-solutionbuggy-com?lang=en

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