Build · AI product engineering

Legacy modernization & AI infusion

Modernise the systems your business depends on without a risky rewrite – understand them with AI, wrap them in clean APIs, move them piece by piece and add AI where it pays off.

100+ projects · 20+ countries · since 2014
Your legacy systemAI maps code and rulesWrapped in clean APIsEngineers checkevery findingMoved piece by piece
Case study · EnrouteSolving the vehicle routing problem for last-mile deliveryRead the case study
Why now

AI has changed the economics of modernisation

AI can now read large legacy codebases, explain the business rules hidden in them and help migrate them – work that used to stall projects for months. Combined with step-by-step migration, modernisation becomes a series of safe moves instead of a multi-year bet.

  1. BeforeBig-bang rewrites
    NowStep-by-step migration while the old system keeps running
  2. BeforeMonths of manual code archaeology
    NowAI-assisted discovery, checked by senior engineers
  3. BeforeData locked in old systems
    NowClean APIs that new apps and AI can use
Capabilities

What this service covers

Each capability can be used on its own or combined with capabilities from other services. “Also part of” shows the other services that include it.

AI-assisted code & system discovery

AI reads the legacy code and maps dependencies, business rules and risks; senior engineers check every finding.

Incremental migration

Replace the old system piece by piece, with new parts running beside the old until each is proven – no big-bang rewrite.

API-first wrapping & AI infusion

Clean APIs around the systems you keep, then AI where it helps – document processing, smart search, predictions.

Combined with capabilities from other services

This service draws on capabilities owned by other teams. Each is explained in full on its own service page.

Specialist pages

Specialist services within legacy modernization & AI infusion

Each builds on the capabilities above and adds its own.

Specialist page

Project rescue

Stalled, inherited and AI-built apps.

Includes 5 platform pages

Explore project rescue
How it works

How we deliver it

  1. 01

    Discover

    AI-assisted analysis of code, data and dependencies, reviewed by our engineers.

  2. 02

    Plan

    A target architecture and a migration order based on value and risk.

  3. 03

    Migrate and infuse

    Part-by-part migration, APIs around what stays and AI where it helps.

  4. 04

    Retire and run

    Switch off what has been replaced and run the new platform with you.

What you get
  • A map of your system: code, data, dependencies and business rules
  • A migration plan ordered by value and risk
  • APIs that let new apps and AI use your existing data
  • A modern platform, delivered without a big-bang cut-over
Ways to start
  • Start with one capabilityA fixed-scope piece of work, such as an assessment, a prototype or a proof of concept.
  • Combine capabilities into one projectCapabilities from several services, delivered by one team with one plan and one point of contact.
  • Add a dedicated teamEngineers who join your team to build and run it with you.
About dedicated teams
Guides

Related guides

All articles
Guide

AI infusion: how to add AI to legacy systems without a rewrite

AI infusion adds AI capabilities to existing software through APIs instead of replacing it. Learn the architecture, use cases, step-by-step approach a…

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Guide

Digital transformation for small businesses: a practical roadmap

A practical digital transformation roadmap for small businesses: where to start, which processes to digitise first, what it costs and how to add AI sa…

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Guide

How to reduce software development costs without cutting quality

Practical ways to reduce software development costs: tighter scope, MVPs, open source, reusable components, cloud cost control, automation and the rig…

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Guide

How to scope an AI proof of concept that reaches production

Business outcome, use case, data checks, success criteria and a go/no-go decision.

Read the article
FAQ

Frequently asked questions

What is AI infusion into legacy systems?

AI infusion adds AI capabilities, such as document understanding, predictions or agents, to systems you already run, usually by exposing their data and functions through APIs instead of replacing them.

Do we need to rewrite our legacy application?

Rarely. We wrap stable parts with APIs, modernise the parts that block change and re-engineer step by step. Enroute’s platform grew from route planning to full last-mile delivery without starting from scratch.

How does AI help with modernisation?

We use AI tools to read and summarise legacy code, map dependencies, extract business rules and draft tests and migrations. Senior engineers check every result, which makes discovery faster and migration safer.

Can you revive a stalled or abandoned software project?

Yes. We assess the codebase and infrastructure, stabilise what works and rebuild what does not, as we did when reviving Elabora’s job board in Mexico. Our project rescue service covers apps built with AI tools too.

Get in touch

Let’s see how this fits your business

Tell us about the workflow or system you want to improve. We’ll tell you if this service is the right fit and recommend where to start.

During Indian working hours, we usually reply within a couple of hours.

Schedule a free consultation

A short call with a senior consultant. No obligation.

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What you get

  • An NDA from the first conversation
  • You own the IP in what we build for you
  • A senior team you can reach
  • 100+ projects delivered since 2014
  • Clients in 20+ countries
  • A start within a month at the latest

What happens next

  1. 01We call you at a time that suits you
  2. 02We look at your workflow and find where AI pays off
  3. 03You get a proposal with the business case