AI-Accelerated Development

AI-accelerated development is how Meanify builds software. Our Forward Deployed Engineers work inside your team and use proven AI workflows to write code, tests and documentation faster. An engineer reviews every change before it ships, so you get speed and lower cost without losing quality or control.

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Who it's for

  • Companies that need a new product, internal tool or integration
  • Teams with a backlog bigger than their capacity
  • Organisations modernising legacy systems
  • Start-ups that need to reach production quickly

Problems we solve

  • Software projects that take months and go over budget
  • Hiring a full in-house team is slow and expensive
  • Worry that AI-written code is unreliable or insecure
  • Legacy code that nobody wants to touch

What's included

  • Embedded engineers

    Our engineers work in your tools, repositories and team routines, close to your users.

  • Production software

    Web applications, APIs, integrations and internal tools, built to run in production.

  • Tests and documentation

    Generated with AI, checked by engineers and delivered with the code.

  • Review on every change

    No AI-assisted code is merged without an engineer's review and passing tests.

  • Full handover

    Your team owns the code and gets the documentation to maintain it.

How it works

  1. Discovery

    A short workshop to agree on scope, priorities and what success looks like.

    Human checkpoint: You approve the scope.

  2. Set-up

    Engineers join your team and set up the AI-assisted workflow in your repositories.

    Human checkpoint: Your team agrees on tools and access.

  3. Build in short iterations

    AI drafts code and tests; engineers design, review and refine them.

    Human checkpoint: Every change is reviewed and tested.

  4. Deliver and hand over

    Demo, deploy and hand over with documentation.

    Human checkpoint: You accept each delivery.

Technologies we use

  • TypeScript
  • Python
  • React
  • Node.js
  • PostgreSQL
  • Docker
  • AWS, Azure or Google Cloud
  • CI/CD with automated tests

Frequently asked questions

What is a Forward Deployed Engineer?

A Forward Deployed Engineer is a software engineer who works directly inside a client's team, close to the users and the problem, instead of building in isolation. At Meanify, our Forward Deployed Engineers also bring validated AI workflows that speed up delivery.

Is AI-written code safe to use in production?

Only when it is reviewed and tested. At Meanify, an engineer reviews every AI-assisted change, and it must pass automated tests before it is merged. AI speeds up the work; engineers stay responsible for the result.

Why is AI-accelerated development cheaper?

AI handles a large share of repetitive work such as boilerplate code, tests and documentation, so engineers spend their time on design, review and the hard problems. Fewer hours are needed to reach the same quality.

Who owns the code?

You do. The code is written in your repositories and handed over with documentation so your team can maintain it.

Tell us what you want to build

Talk directly to an engineer. No forms, no sales scripts.