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How we work

AI that runs like
your company.

We figure out where intelligence applies, build it into real workflows, and stay to run it.

The opportunity

Most AI sits in the wrong layer.

Every company has an intelligence layer—the people, knowledge, and judgment that direct how things actually work. Process expertise, decision patterns, institutional memory. It's the most expensive layer of your business, and it runs almost entirely on people's heads.

When someone leaves, it breaks. When you grow, it gets slower. Chatbots, copilots, and features embedded in apps are useful but incremental. The step change happens when intelligence is built into the layer where your company actually operates—the decisions, the workflows, the knowledge that makes your business yours.

Our process

One continuous engagement.

Strategy, deploy, and operate aren't three services to pick from. They're phases of one engagement where each compounds on the last. Same team throughout. No lost context. No restart.

01

Strategy

Duration

2–4 weeks

Your time

4–8 hours

Our team

2–4 operators

Find where intelligence changes what's possible.

We learn your business from the inside—how your people work, what they know, how decisions actually get made. We pull out the knowledge locked in your team's heads and make it visible. Then we help you see what your company looks like when intelligence is embedded in how it operates.

Clarity on exactly where AI creates real advantage, leadership aligned and ready to move, and a plan designed to be built—not a slide deck.

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02

Deploy

Duration

4-week sprints

Your time

6–8 hours

Our team

2–4 engineers

Working software in four weeks.

Small, expert teams embedded with your company—building intelligent systems in tight sprints against real workflows. Your business context, your judgment, your institutional knowledge—encoded into systems that do real work across the tools and teams you already have.

People actually using what gets built, because it fits how they work. We measure one thing: adoption.

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03

Operate

Model

Ongoing

Scope

Flexible

Continuity

Same team

Systems that get smarter the longer they run.

We stay and run it. Your AI and technology infrastructure—managed, governed, and improving. The intelligence layer compounds because someone is actively making it better. We loop back into strategy when new opportunities emerge.

A technology partner embedded with your business, with access to a network of companies solving similar problems.

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What sets us apart

Same team, start to finish

The people who learn your business are the people who build the software. No handoff, no briefing document, no lost context.

We measure adoption, not features

If people aren't using what we build, we treat it as a build problem—not a training problem. Every sprint is measured by real usage.

We stay and run it

Intelligence compounds only if someone actively runs it. We don't hand over a system and walk away. We stay, improve, and expand.

Your knowledge, encoded

Institutional knowledge doesn't walk out the door. We encode how your company thinks, decides, and operates into systems that retain it.

Built by Substantial

Our tools

Tools serve outcomes, not the other way around. Canvas and Swerk are open source—we believe the approach should be accessible. The highest value comes from the team using them.

Strategy

Canvas

AI-augmented strategy sprints. Synthesises how your company works today and designs what it looks like when intelligence is built in.

Deploy

Swerk

Turns your roadmap into working solutions. Builds AI agents that handle actual workflows—encoded with your judgment and process knowledge.

Projects

Hello Epics

Project visualisation for Trello. See the big picture across boards—connect cards, track progress. Used across 100,000+ boards.

Customer care

Relay

Intelligence across every customer touchpoint. Connects your CRMs, channels, and workflows for faster, more personal service.

Substantial quickly grasped how to translate our requirements into an executable, achievable, cost-efficient plan.

CTO
Bluescape