The Maths.
Real numbers from real businesses. This is what found capacity looks like.
The 35-Hour Bottleneck.
A team was facing a backlog of 700 complex work orders requiring manual quote review, pattern identification, and summary generation. Using tools they already had licences for, we built a parsing system in eight hours. The system now processes the entire batch in 30 minutes.
The team got 34.5 hours a week back — and spent them on the backlog nobody had touched in months.
*A single script that unlocks massive organisational throughput.
Giving business clarity it didn't have before.
By digging deep inside facilities management and hospitality data, we built automated reporting systems for executive teams that bypassed hundreds of hours of manual compilation. When an executive team can see real-time data without waiting for an analyst to build a spreadsheet, their decision-making rate skyrockets.
Roofers Edge.
A roofing business scaling fast but drowning in fragmented field operations, timesheets on paper, photos scattered across phones, invoices delayed by days. We designed and deployed a custom mobile-first platform that connects field activity directly to financial workflows.
With the digital backbone in place, SJ Roofing is now positioned for predictive job costing, AI-assisted anomaly detection, and automated compliance monitoring. Roofers Edge is the operational spine for their next phase of growth.
Common Questions.
It depends entirely on the scope. Some automation workflows can be designed and deployed in a single day. Larger integration projects, connecting multiple systems, building reporting pipelines, deploying AI co-workers, typically take 2–6 weeks. We always start with Vision, which gives us and you a clear timeline before any building begins.
Almost never. We build on top of what you already have. Most of our solutions use tools and licences our clients already pay for. The point is to make your existing stack work better, not to sell you a new one.
No — backwards, actually. The point is your existing team doing the work of a much bigger one. AI handles the volume; your people bring the judgement and context nobody can replace. And when the found work outgrows the team that found it, you hire. Our favourite outcome is a client who's recruiting.
We focus on the industries that form the backbone of the UK economy: logistics and freight, accounting and legal, construction and trades, educational trusts, and local manufacturing. These sectors have the deepest buried work, and the payoff for digging it out is significant and measurable.
RPA (Robotic Process Automation) follows fixed, predictable sequences, like a train on rails. It's perfect for moving data between systems, filling forms, and triggering workflows. AI is adaptive, it reads, reasons, and generates. It handles ambiguity and produces novel output. We use both together, orchestrating each where it has the highest impact.