Case studies

The work behind the roadmaps.

We are building in the open. Rather than dress up invented logos and quotes, this page shows exactly how we approach each engagement. Named, published case studies will land here as our first engagements wrap and clients approve sharing.

How we deliver

Three tiers, matched to the job.

Every roadmap recommends the lightest thing that actually solves the problem. Sometimes that is a simple automation; sometimes it is a custom agent. We never sell more than the work needs.

Simple automation

We connect the tools you already use and take a repetitive, rules-based workflow off your team's plate, with nothing new for staff to learn.

Configurable agent

We deploy and tune a proven AI agent against your systems, so routine work gets handled automatically and only the genuine edge cases reach a person.

Custom-built agent

We build a bespoke agent across your stack for the work that no off-the-shelf tool can do, integrated and documented end to end.

What each case study will show

Honest, specific, and quantified.

The challenge

The specific workflow that was leaking time or money, and why the off-the-shelf options did not fit.

What we built

The tier we chose, the tools and integrations involved, and how it slots into the way the business already runs.

The results

Specific, quantified outcomes once it is live: hours recovered, response times, error rates, and time to pay back the work.

Want to be one of the first published here? Start with Maggie and we will map where AI actually pays off for your business.

Your business could be the first one here.

Start with Maggie and we’ll find where AI actually pays off for you — then build the plan to get there.