01Agentic Ops 02AgentOps 03Pilot Rescue 04AI Assurance 05Modernization 06The Sprint 07Contact
machlilieslimited@gmail.com
AI-Native Modernization

Modernize legacy software
at agentic speed.

Coding agents make code cheaper. Senior engineering makes it safe. Mach Lilies uses AI-assisted engineering, automated tests, documentation agents and architecture review to modernize legacy systems faster — while keeping senior engineers in control of architecture, security, testing and release quality. Mach speed. Lily craft.

Why AI-native modernization

Coding agents make code cheaper. Senior engineering makes it safe.

Legacy systems are where most organisations actually live — and where AI-assisted engineering pays off fastest. Mach Lilies pairs coding agents, automated test generation and documentation agents with senior human review, so modernization moves at agentic speed without lowering the bar on architecture, security or maintainability. This is our bridge service: the same production discipline as our software practice, now accelerated by agents and governed by people.

What we do

What we modernize.

Assessment, test harnesses, refactoring, API wrapping, security and migration — accelerated by agents, governed by seniors.

01

Legacy assessment

We map the system, its risks and its real constraints, and agree a sequenced modernization plan.

AssessmentAuditPlan
02

Test harness creation

Automated test generation that wraps legacy code in a safety net before anything is changed.

TestingCoverageSafety net
03

Documentation generation

Documentation agents reconstruct the knowledge that left with the original team.

DocsKnowledgeOnboarding
04

Refactoring & extraction

Monolith extraction, refactoring and UI rebuilds — AI-assisted, senior-reviewed and incremental.

RefactorExtractionIncremental
05

API wrapping

Wrap legacy systems in clean, documented APIs so new services and agents can build on them safely.

APIsIntegrationWrapping
06

Security & cloud migration

Security remediation and cloud migration with the same production discipline as a greenfield build.

SecurityCloudMigration
How we work

Assess, protect, modernize, harden.

Four movements that modernize legacy systems fast — without betting the business on a big-bang rewrite.

01 / Assess

Map the system

Understand the architecture, risks and constraints before changing a line.

02 / Protect

Build the safety net

Generate tests and documentation so changes are safe and reversible.

03 / Modernize

Agents and seniors

AI-assisted refactoring and rebuilds, with senior engineers owning architecture and review.

04 / Harden

Ship and hand off

Production-grade quality gates, security, and a clean hand-off your team can own.

Who we help

For teams carrying legacy weight.

For organisations whose growth is held back by software that's hard to change — but too important to replace blindly.

CTO / EngineeringProduct leadersFinTechHealthTechLogisticsEnterpriseScale-upsPrivate equity
i

Agents accelerate, seniors govern

AI does the heavy lifting; senior engineers own architecture, security and release quality.

ii

Safety net first

We don't change legacy code until it's wrapped in tests and documented.

iii

Incremental, low-risk

Modernization in safe steps, not a risky big-bang rewrite.

iv

Yours to own

Clean, documented, tested systems handed over with no lock-in.

What you can expect

Legacy modernized faster — with tests, documentation, and senior review on every change.

Questions

Modernization, answered.

What is AI-native legacy modernization?

It's modernizing legacy software using AI-assisted engineering — coding agents, automated test generation and documentation agents — with senior engineers in control of architecture, security, testing and release quality. You get the speed of agents and the safety of experienced human judgement.

Isn't letting AI touch legacy code risky?

It would be without controls — which is why we build a safety net first. We generate tests and documentation before changing anything, work incrementally, and put senior engineers on architecture and review. Agents accelerate the work; people own the quality bar.

How is this different from your product engineering?

Same production discipline, accelerated by agents. Our product engineering practice builds new software; AI-native modernization applies the same standards to existing systems, using agents to make assessment, testing, documentation and refactoring dramatically faster.

Do you do a full rewrite or incremental change?

Almost always incremental. Big-bang rewrites are high-risk; we prefer to wrap legacy systems in tests and APIs and modernize in safe, reversible steps — though we'll assess and recommend honestly for your situation.

Can you migrate us to the cloud as part of this?

Yes. Security remediation and cloud migration are part of the service, delivered with the same quality gates as a greenfield build.

Will our team be able to maintain it afterwards?

Yes. We hand over clean, tested, documented systems with no lock-in — including the test harnesses and documentation the agents helped create, so your team can keep moving.

More from the studio

Related services.

Let's begin

Modernize the system holding you back.

Tell us about the legacy system, what it's blocking, and where it hurts most. We reply to every serious enquiry within one business day.