1stDevelop

AI · Machine learning · Optimisation

Models that decide, not only predict.

Machine learning where the data supports it, and mathematical optimisation where the answer has to be optimal (using solvers like CPLEX and Gurobi).

Talk about a model more

Enterprise architecture, hands on keyboard

Break the monolith. Ship the parts.

We work alongside your engineers to split monolithic applications into services that stand on their own reusable, testable, and replaceable without a six-month change freeze.

04Stage process
100%Hands on code
Handover support
MONOLITH SERVICES

Where we help

Four problems we get called in for

Optimization & Rostering

Constraint bottlenecks

Why it happens: Operations freeze when complex labor laws, shift preferences, and skill constraints collide, causing legacy solvers to time out or crash.

The Fix: We rebuild optimization engines to balance compliance, costs, and human preferences smoothly.

AI & Machine Learning

Silent model drift

Why it happens: Real-world data shifts over time while models stay frozen on past assumptions, causing costly wrong predictions without triggering system errors.

The Fix: We deploy dynamic monitoring and automated retraining pipelines to keep predictions aligned with live data.

Cyber Red Teaming

Unchecked blind spots

Why it happens: Compliance scans only check static entry points missing multi-stage attack paths and lateral movement risks.

The Fix: We execute controlled read teaming attacks to identify and remediate exploitable gaps before adversaries find them.

Development

Tech debt spirals

Why it happens: Architectural shortcuts taken to meet tight deadlines build up dependencies and unmaintainable code.

The Fix: We refactor core architectures to restore developer velocity and stabilize your application under load.

Why it matters

Transformation is a direction, not a finish line

Change does not stop once a programme closes. The systems that survive are the ones a team can still understand and modify years later, under people who were not there when it was built.

So we optimise for what happens after go-live: clear boundaries, documented contracts between services, and engineers on your side who know why every decision was made.

Ready when you are

Tell us what is slowing you down

Send a short note about the system and what you need it to do. We will tell you honestly whether we are the right people for it.

Get in touch →