AGILE NIMBUS
AI ENGINEERING & AUTOMATION

We build with AI.
We prove
it works.

Intelligent software. Practical automation.
Engineered for the work that matters.

Explore our work Discuss a project
THE ENGINEERING LOOPAN / 01
HUMAN
OVERSIGHT
01Define
02Build
03Validate
04Improve
Agents do the work.Evidence guides the next step.
REAL AI. REAL WORK. REAL RESULTS.From an idea to a system you can trust
01 / WHAT WE BUILD

Useful systems.
Built around your business.

From a first prototype to a connected workflow, we bring software engineering discipline to AI.

01

AI agents &
workflow automation

Put repetitive work in a reliable workflow, with clear boundaries and people in control.

Task-specific agents · Workflow orchestration · Approval gates
02

AI-powered
software development

Turn a useful idea into software you can test, iterate and maintain.

Web applications · Internal tools · Prototypes & APIs
03

Business AI
integration

Connect AI to the systems and information your business already relies on.

API integrations · Data connections · Operational tooling
04

Automated media
& content systems

Build a repeatable production process, from source material to approved publication.

Video pipelines · Review workflows · Publishing systems
02 / BUILT BY AGENTS

Less promise.
More proof of work.

All experiments
BUILT BY AGENTSEXPERIMENT 001
04:41
APPROXIMATE IMPLEMENTATION TIME
BriefBuildCheck

A 30-minute challenge.
A prototype in under five.

EMBER & OAK / FICTIONAL COFFEE ROASTER
COMPLETED EXPERIMENT

Can an AI agent build a website in 30 minutes?

We gave an agent a fictional coffee-roaster brief and put the result under test. Here’s what it delivered—and what the checks didn’t prove.

22/22Automated tests passed
14/14Independent checks passed
Explore the experiment

Demonstration prototype. No production form backend. Complete mobile and accessibility compatibility not established.

IN PROGRESS

The £1 Experiment

Can an autonomous AI agent make money?

03 / HOW WE WORK

Built with ambition.
Grounded in engineering.

Our approach
01 — DEFINE

Start with the work.

Understand the problem, the constraints and what success actually means.

02 — BUILD

Make it tangible.

Build a focused version. Use agents where they add value. Keep the system understandable.

03 — VALIDATE

Test the result.

Measure what works, expose the limits and keep a human in the decisions that matter.

LET’S BUILD SOMETHING USEFUL

Bring the problem.
We’ll explore the possibilities.

A workflow that takes too long. An idea that needs a prototype. A system that should work better.

Provisional contact address · email delivery awaiting confirmation.

Tell us what you’re trying to achieve, what you use today, and what a good result would look like.