How we work
We work in five phases: assess, prioritize, pilot, adopt, expand. The order matters more than the labels. We start from your business problem instead of a piece of technology, prove value on one focused build before anyone commits to more, and hand over systems you own outright.
The five phases
Understand how the business works and where the biggest opportunities are.
We talk to leadership and to the people actually doing the work, and look at the systems information moves between. The output is a picture of where the hours go, which is usually not where people assume.
Rank those opportunities by value, feasibility, effort and risk.
Every candidate gets weighed against the cost of leaving it alone. Some things that look exciting do not survive that comparison, and that is the point of doing it before anyone builds.
Start with a focused implementation tied to one real business problem.
One problem, one measurable outcome, a defined timeframe. Small enough that failure is cheap and success is obvious.
Help the team understand and use the technology in their everyday work.
A system nobody opens is the same as no system. This phase is training, adjustment, and watching what people actually do rather than what the demo assumed they would do.
Build on what works and decide together what comes next.
With one result on the board, the second decision is much better informed than the first. Some clients keep going, some take the roadmap and run it themselves.
How we differ
Every recommendation is presented against the cost of leaving things exactly as they are, because that is the real alternative. If the work costs six hours a week today, that number sits next to the fix. Sometimes it makes the case and sometimes it kills it, which is the point.
Not every process needs automation. Some problems are better solved by changing a workflow, switching on a feature you already pay for, or dropping a tool you have outgrown. A recommendation to do nothing is a legitimate outcome of an audit, and we would rather give it than sell a project.
Systems run in your accounts, on your infrastructure, with your API keys, handed over with a live walkthrough. You are not renting access to something we control, and nothing stops working if you stop working with us.
The cheapest win is a capability you already own and never switched on. That is the first place we look, before anyone talks about buying or building something new.
We build with Claude, ChatGPT, Copilot, Azure, or a local model, based on what fits the job and your constraints. We do not resell any of them, so the recommendation is not shaped by what pays us.
One worthwhile problem is enough to start. Massive transformation programs are how AI budgets get spent without anything changing.
Common questions
The free audit takes about a week from kickoff to delivered roadmap. A first pilot is typically scoped to around sixty days, because that is long enough to build something real and short enough that you find out whether it worked.
You have a prioritized roadmap and no obligation. Some clients have us build the first item, some hand it to their own team, and some sit on it for a quarter. The roadmap is yours in all three cases.
For clients with internal technical capacity who want a second set of eyes rather than a build partner, yes. Most engagements start as a defined project instead, because open-ended retainers make it too easy for both sides to lose track of whether anything is working.
Then we can scope that directly. We will still ask what problem it solves and what it costs you today, because occasionally that conversation changes what gets built, and it is a cheap conversation to have first.
The audit is free and the roadmap is yours to keep, whether you build it with us or not.
Free · No pitch · A plan you keep