AI and automation that actually works. Not AI for AI’s sake.
We build, test, and deploy AI and automation for organisations that need results, not hype. Every solution we recommend, we’ve tested on ourselves first. This is Nebula Labs — Nebula IT’s internal innovation practice. The skunk works. The team we built to test, break, and figure out what actually works before we ever recommend it to a client.
We don’t throw AI at problems.
Every organisation we work with is being told they need AI. Most of what they’re being sold won’t survive contact with reality. We take a different approach: we start with the problem, not the technology.
If automation solves it, we automate. If AI genuinely helps, we build it properly. With governance, with training, with a plan for when it goes wrong. And if the honest answer is “you don’t need AI for this,” we’ll tell you that too.
We’re not a consultancy that hands you a strategy deck and leaves. We build the thing, we run the thing, and we measure whether the thing actually worked. Everything we recommend to clients, we use ourselves first. We eat our own cooking.
73%
of AI projects fail to move beyond pilot stage. We build for production, not proof of concept.
Five ways we make AI and automation real
Every engagement starts with a problem worth solving, not a technology looking for a use case.
Removing human work that shouldn’t be human work
Data entry, report generation, inbox triage, approval routing — if a process is repetitive and rule-based, we automate it so your team can focus on work that actually needs judgement.
Microsoft Copilot done properly
Most Copilot rollouts fail because nobody prepared the data, the permissions, or the people. We handle the readiness work like data hygiene, SharePoint structure, and governance policies, so Copilot actually delivers when you switch it on.
AI readiness assessments
Before spending a penny on AI tooling, understand where you actually stand. We assess your data maturity, process readiness, and team capacity. We then give you an honest roadmap, not a sales pitch.
Process automation with Power Platform
Power Automate, Power Apps, and Logic Apps — we build workflows that connect your existing Microsoft stack, eliminate manual handoffs, and run reliably without constant maintenance.
AI governance and responsible use
AI without governance is a liability. We help you build acceptable use policies, data handling frameworks, and oversight processes, so your AI adoption is defensible, not just functional.
Rigorous by default
Four steps. No shortcuts. Every engagement follows the same disciplined process.
Understand
We map your processes, data, and pain points. We listen more than we talk. We identify where automation or AI will genuinely help, and where it won’t.
Test
We prototype quickly and measure honestly. If something doesn’t work, we find out in weeks, not months. We test on ourselves before we test on you.
Build with your team
We don’t build in isolation. Your people are involved from day one, because they’ll be the ones running it. Training and documentation are built in, not a hidden extra.
Measure
Every solution has success criteria defined upfront. We track whether it’s actually delivering value, and we’ll tell you honestly if it isn’t.
When we’ll tell you AI isn’t the answer.
We’d rather lose a sale than build something that doesn’t work. Our reputation is built on honest advice, not billable hours.
That’s why most of our clients come back, and most of our new clients come from referrals.
If your data isn’t ready, we’ll help you fix that first and not paper over it with AI.
If a simple workflow does the job, we won’t sell you a complex one.
If your team isn’t ready, we’ll build their confidence before we build the tooling.
If AI genuinely isn’t the right fit, we’ll say so, and help you find what is.
Something to protect
Our Managed IT Service is designed for teams that can’t afford downtime, data loss, or a failed audit.
Not sure if AI is right for your organisation?
Take a free Cyber Resilience Check which gets reviewed by our cyber team. We will walk through your current posture, ask you the right-of-boom questions that most organisations haven’t considered, and give you an honest picture of where you stand. We leave the technical talk behind.