Python backends

Where data and AI products live.

Robust Python services with FastAPI and Django — the natural home for data, machine learning and AI-heavy products. Free working prototype in 1 day, then a production release at a fixed price and date.

PythonFastAPIDjango

Get your free prototype 30-min call · no commitment

notebook · forecasting.ipynb

[1]:

import pandas as pd
df = pd.read_parquet("orders.parquet")
df.groupby("region").agg(...)

regionordersrevenue

Europe18,204$1.42M

N. America15,871$1.31M

[2]:

model.fit(X_train, y_train)
plot_forecast(model, horizon=8)

forecast.pyAI

@app.post("/forecast")

async def forecast(req: ForecastRequest):

df = await load_orders(req.region)

model = registry.get("demand-v3")

return model.predict(df, horizon=8)

# served on FastAPI · evaluated nightly

Senior review · approved

Pipelinemain

Build
Testspassed
Senior review
Stagingload-tested
Productionlive

Buildto launch

Day 1Week 1Week 2Week 3Live

Forecast API is liveModel demand-v3 in productionnow

At a glance

One product. One price, one date.

The essentials, before you book a call.

UDEX builds Python backends for founders and product teams. Robust Python services with FastAPI and Django — the natural home for data, machine learning and AI-heavy products. AI writes the code, tests and CI/CD, while senior engineers own the architecture and review every change.

1 dayFree prototypeNo payment, no commitment

FixedPrice and dateAgreed before we start

100%YoursCode, repository and accounts

Platform: Backend and data services in Python
Ships to: Production
Stack: PythonFastAPIDjangoPostgresCelery
Quality: Senior review on every change, automated tests, CI/CD

How it works

Idea to production. In three steps.

AI does the heavy lifting. Senior engineers make every decision that matters.

01Day 0
Share the idea
A 30-minute call. We agree on the core flow, the scope and a fixed release date.
02Day 1 → release
AI builds, senior engineers decide
AI writes the code, tests and CI/CD. Senior engineers set the architecture and review every change. Your prototype is ready on day 1.
03Release day
Ship to production
The release goes live, and the code, repository and accounts are handed to you.

Who it’s for

Built for founders and product teams.

Here is where it works best, and where it doesn’t.

AI-first products

LLM features, retrieval and model serving in production.

Data-heavy platforms

Pipelines, analytics and reporting.

Teams with data scientists

Turn notebooks into reliable services.

Admin-heavy products

Django’s admin and ORM for fast back offices.

Forecasting and ML

Models trained, evaluated and served behind an API.

Founders with a working script

Turn a prototype into a real product.

Not the right fit

Ultra-low-latency hot paths: see Rust or Go backends.
Pure front-end projects.
Certified compliance from day one, such as HIPAA or PCI audits.
Open-ended hourly work without a defined first release.

How we work

Six stages, one team.

All services

Pricing

Start free. Ship at a fixed price.

Two steps. The prototype costs nothing, and the release costs exactly what we agree.

Prototype

Free1 day

A working prototype of your core flow to test with users and show investors.

Key screens and the main user flow
Working on real devices and browsers
No payment, no commitment

Get the free prototype

Release

Fixed priceand date, agreed upfront

A production release, shipped to production, that you fully own.

Python, FastAPI, Django and the features agreed on the call
Automated tests, CI/CD and senior code review
Release to production and 100% code ownership

Start with a call

Fixed means fixed. No hourly billing and no surprise invoices: anything new is priced before it is built.

Book a call

Thirty minutes. Then your prototype.

Walk us through the idea, and we will scope the core flow and build your free prototype the next day.

Book a 30-min call

FAQ

Questions, answered.

Straight answers about cost, timing, quality and ownership.

How much does it cost to build a Python backend?

The price is fixed for the agreed scope and set before work starts. You first get a free working prototype of the core flow in 1 day, then a fixed price and release date for the production version.

How long does it take to build a Python backend?

A working prototype takes 1 day. The production release date is agreed upfront and depends on the scope; AI speed with senior engineering makes it much faster than classic development.

FastAPI or Django?

FastAPI for lean, typed APIs and ML serving, Django when you need its admin, ORM and batteries included.

Can you productionise our notebooks?

Yes. We turn notebooks into tested pipelines and services with scheduling, monitoring and alerts.

Do you host the models?

We serve your models or hosted LLMs behind an API on your cloud, with evaluation and cost monitoring.

Is the prototype really free?

Yes, with no commitment. After a 30-minute call we build a working prototype of your core flow in 1 day, and then you decide whether to continue to the release.

Will the price go up during the build?

No. The price is fixed for the agreed scope. Anything new you want to add mid-build is priced separately and built only after you approve it.

Who owns the code?

You do, 100%. The source code, repository and accounts are yours, and the release ships to production under your name.

Is AI-written code safe to ship to production?

It ships only after senior review. Senior engineers own the architecture, security and code quality, and automated tests run on every change.

In practice