SaaS MVP development services From empty repo
to paying users
Faizan Amir builds SaaS MVPs from repository to paying users, including authentication, data, billing, storage, deployment and instrumentation. As founding engineer on an AI image platform, he helped reach 200+ users and $5,000+ in usage-based revenue at 99% uptime.
What this includes
The MVP covers signup, onboarding, the core loop, billing and the operational tools required to run it.
Meter usage before finalising pricing; retrofitting billing into a live pipeline is slower and riskier.
Long-running training, generation, imports and exports use queues and return progress without blocking the interface.
Customer and admin applications share auth, database and UI packages so their domain rules stay aligned.
CI/CD and environment parity make releases repeatable from the first week.
How the work runs
- *[01]
Cut the scope to the loop
Identify the one loop that makes the product worth paying for and build it end to end first.
- *[02]
Model and meter
Design the data model and usage metering together so pricing rests on real units.
- *[03]
Build the core loop
Build the path from signup to the core outcome, including its queue and storage needs.
- *[04]
Add the operational surface
Add admin views, status visibility and controlled overrides before support depends on database edits.
- *[05]
Instrument before iterating
Instrument the funnel at launch so adoption and retention changes can be measured.
Where this has been built
Muterpe
AI Image Generation SaaS
AI training and image-generation SaaS with 200+ users, $5,000+ usage-based revenue, 99% uptime, and generation that feels ~40% faster than at first release with the model unchanged.
READ THE MUTERPE CASE STUDY →Volumize
Telehealth E-Commerce Platform
Customer and operations apps over shared packages, supporting intake, prescriptions, payments, despatch and 250+ live subscriptions.
READ THE VOLUMIZE CASE STUDY →Carder
AI Mini-Site Builder
Stripe subscriptions, S3 media delivery and CI/CD added to a live product without downtime.
READ THE CARDER CASE STUDY →
[STACK]
- Next.js
- TypeScript
- Node.js
- PostgreSQL
- MongoDB
- Stripe
- AWS S3
- Turborepo
- CI/CD
Questions about SaaS MVP development
One complete user loop with billing and an operational view. Anything outside the path from signup to the core outcome is a candidate for a later release.
Yes. Work starts with a plain-language model of product states, followed by usable weekly increments rather than status-only reporting.
You do. The repository, infrastructure accounts and deployment pipeline are set up in your name from the start.