Moxace

FastAPI Backends Built for Typed Speed

Async Python APIs with pydantic-validated contracts, generated docs that stay honest, and throughput that holds under load. Our default for ML-serving and high-traffic Python backends. Fixed written quotes, senior engineers.

15+ years
Building Software
500+
Engineers
25+
Countries Served
100%
Source-Code Ownership

Trusted by the brands we build for

  • Etihad
  • Heineken
  • Marvel Studios

A track record you can verify

/01
Since 2010
15+ Years Building
/02
9,000+
Projects Delivered
/03
3,900+
Apps Shipped
/04
500+
Engineers

insight

What FastAPI Backend Development Means at Moxace

FastAPI backend development at Moxace means async Python APIs where type hints drive validation, documentation, and client generation at once. The framework's contract-first design catches integration errors at the boundary, which is where production incidents usually begin.

Choose FastAPI for high-throughput APIs, ML model serving, and Python backends that need async I/O and typed contracts. We also migrate Flask and Django-adjacent services to FastAPI where the performance and typing payoff is real, and document when it is not.

What Every FastAPI Backend Development Engagement Includes

Scoped in writing before the first sprint. If it is not on this list, we will tell you exactly what it costs to add it.

Contract-first APIs

pydantic models defining request and response schemas, with OpenAPI docs and typed clients generated from the same source.

Async done correctly

Async endpoints, connection pools, and blocking-work isolation, so event-loop blocking never degrades your p99s.

Dependency injection

Auth, database sessions, and configuration composed through FastAPI's DI, testable at every layer.

ML model serving

Models behind validated endpoints with batching, versioning, and latency metrics built in.

Background tasks and queues

Slow work moved to task queues or background tasks, with retries and monitoring.

Performance verification

Load tests against target throughput run before every release, not after the first incident.

What You Can Build With FastAPI Backend Development

Representative outcomes our FastAPI Backend Development teams deliver.

module

Product APIs

Backends for web and mobile products that need Python's ecosystem at Node-like throughput.

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ML and AI serving

Inference endpoints for models and LLM pipelines, validated and monitored.

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Data processing APIs

Services exposing pandas and ETL workflows to other systems.

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Microservice cores

Contract-driven services composing into larger platforms.

How the engagement runs

From first call to handover, with a working build to see every two weeks.

pipeline
  1. 01

    Scoping call

    One hour on throughput targets and consumers, ending with a fixed written quote.

    ✓ step 01 complete
  2. 02

    Architecture blueprint

    Schemas, data model, and async boundaries documented before code.

    ✓ step 02 complete
  3. 03

    Two-week build sprints

    Working endpoints on staging every two weeks, with docs generated live from the service.

    ✓ step 03 complete
  4. 04

    Load and contract QA

    Throughput and schema tests gating every release candidate.

    ✓ step 04 complete
  5. 05

    Launch and handover

    Production deploy with metrics, plus full code, documentation, and IP ownership.

    ✓ step 05 complete

The adjacent stack we bring

FastAPI Backend Development never ships alone. These are the pieces we routinely wire around it.

/01

FastAPI

Current framework with async-first design and dependency injection.

/02

pydantic v2

Fast validation and schema generation from typed models.

/03

SQLAlchemy 2 and alembic

Async ORM access with versioned migrations.

/04

Uvicorn and docker

ASGI serving in containers with health checks and sane worker topology.

/05

Locust

Load tests encoding your throughput targets in CI.

AI inside the build

Where models genuinely earn their place in FastAPI Backend Development work. Each ships wired to your data and sharpens as usage compounds.

LLM pipelines

Streaming completions, tool calling, and provider fallbacks behind typed endpoints.

Reads

Historic fastapi backend development usage data and product telemetry

Changes

Recommendations retrain as new data arrives, without a rebuild

Vector search services

Embedding and retrieval APIs over your vector store of choice.

Reads

Historic fastapi backend development usage data and product telemetry

Changes

Recommendations retrain as new data arrives, without a rebuild

Model inference

PyTorch and ONNX models served with batching and GPU-aware deployment.

Reads

Historic fastapi backend development usage data and product telemetry

Changes

Recommendations retrain as new data arrives, without a rebuild

Agent backends

Tool-using agent workers orchestrated through FastAPI services with audit trails.

Reads

Historic fastapi backend development usage data and product telemetry

Changes

Recommendations retrain as new data arrives, without a rebuild

Every build ships with

Standard inclusions on every engagement. Nine things you never have to ask for.

  • 100% source code, full IP

    The complete unencrypted codebase transfers to you, with documentation and deployment scripts.

  • Named senior team

    The engineers who scope your build are the ones who write it. No bait-and-switch staffing.

  • Architecture blueprint

    A documented system design covering data model, integrations, and scaling path, written before the first sprint.

  • Sprint demos every 2 weeks

    A working build demonstrated every two weeks, so you steer continuously instead of waiting for a reveal.

  • QA and security testing

    Automated and manual QA on every build, plus a security checklist on each release candidate.

  • CI/CD and monitoring

    Pipelines, cloud deployment, alerting, and observability configured from day one, so launch is a rehearsed event.

  • Fixed written pricing

    A scoped quote in writing before work starts. No hourly meter, no surprise invoices mid-build.

  • 60 days support

    A post-launch support window covering bug fixes and environment issues, standard on every engagement.

  • Handover documentation

    Code, infrastructure, and runbooks documented so any team, ours or yours, can pick the product up cleanly.

Hire a dedicated team or run a Fixed-scope project

Both tracks deliver the same FastAPI Backend Development quality bar. The difference is control, timeline, and how the work is priced.

analysis
CriteriaDedicated Team (Hire)Fixed-Scope Project
Best forOngoing FastAPI Backend Development work with evolving prioritiesA defined outcome with a clear finish line
PricingPredictable monthly team rateFixed written quote after scoping
TeamEngineers embedded in your rituals and toolingOur PM, our process, demos every two weeks
FlexibilityReprioritize the backlog any weekChange requests estimated and scheduled
Source code and IP100% ownership on delivery100% ownership on delivery
Start timeTeam in place within 1-2 weeksKickoff within days of the signed scope
/10

Why Teams Choose Moxace for FastAPI Backend Development

Built by engineers who have shipped production software since 2010.

AI-first engineering

Where it genuinely helps, we fold AI into FastAPI Backend Development work, from assistants to automation, drawing on 120+ AI products already in production.

Senior-only staffing

You get engineers who have done this before, not a junior bench learning on your budget.

Ownership and cost

A fixed written quote, 100% source-code ownership, and no licensing strings on your own product.

Global delivery, local accountability

500+ engineers serving clients in 25+ countries, with FastAPI Backend Development work demoed live every two weeks.

FastAPI Backend Development FAQs

Every engagement is priced with a fixed written quote after a short scoping call, so you approve the number before work starts. Dedicated teams are billed at a predictable monthly rate instead.

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