Most project delays, cost overruns, and failed deliveries come from the same place — unclear scope, poor communication, and misaligned expectations. Our process is designed to eliminate all three, from the first message to the final handover.
Clear timelines · No hidden costs · Direct communication · Working software at every milestone · Full ownership at the end
Industry research consistently shows that the majority of AI and software projects don't reach production — not because the technology failed, but because the engagement did. Scope was unclear. Communication broke down. The build drifted from the original problem. Delivery happened, but the handover was unusable.
We've seen this from the outside — clients who came to us after another studio or agency left them with something that didn't work, wasn't documented, or required ongoing dependency on the team that built it.
Our process is a direct response to every one of those failure modes. It isn't elaborate. It isn't bureaucratic. It's clear, honest, and focused on the only thing that matters: getting working software into your hands.
What it is: A focused conversation — sometimes one session, sometimes two — where we understand your operations, your problem, and what success actually looks like for you.
What we do: We ask questions most agencies skip. Not "what features do you want" but "what's costing you time or money right now?" We map your current process, understand your data, and identify the real bottleneck.
What you get from it: Clarity. Most clients come out of the discovery conversation with a sharper understanding of their own problem — and a clearer sense of what to build.
How long: 1–3 days, depending on complexity. No charge for the initial discovery conversation.
Output: Shared understanding of the problem, a defined scope direction, and a clear path to Stage 02.
What it is: We translate the discovery into a clear, specific proposal — what we'll build, how we'll build it, what it will cost, and when it will be done.
What we do: We write a scoping document that covers: the problem we're solving, the solution we're proposing, the architecture and technical approach, the deliverables at each milestone, the timeline, the pricing, and the handover plan.
What you get from it: A proposal you can actually evaluate. Not a vague statement of work with hourly rates and a disclaimer. A specific, honest plan that tells you what you're committing to — and what we're committing to.
How long: 3–7 days for the scoping document after discovery is complete.
Output: Scoping document, timeline with milestones, fixed or sprint-based pricing, signed agreement.
What it is: Engineering. The part most agencies rush. The part we take seriously.
What we do: We build in short cycles with regular, meaningful check-ins — not status updates for their own sake, but working demos, real progress, and clear communication about what's next. We code to a standard your team can maintain. We test properly. We handle edge cases. We build security and observability in from the start.
What you get from it: Working software at every milestone. Full codebase, tests, and documentation building through the build.
How long: A focused automation pipeline: 3–6 weeks. A full AI-powered application MVP: 8–16 weeks. We give you an honest timeline, not an optimistic one.
Output: Working software at every milestone. Full codebase, tests, and documentation building through the build.
What it is: The bit most agencies skip. We don't.
What we do: We deliver the final build to your environment. We run a structured handover session — walking your team through the system, how it works, how to maintain it, what to watch for, and how to extend it if needed.
What you get from it: You get full code ownership. No proprietary layers, no licence dependencies on us, no reason to keep us on a retainer just to keep the lights on.
How long: Most clients come back with questions in the first two to four weeks — that's expected and included. For longer-term support, iteration, or expansion work, we offer clear ongoing engagement options with no pressure to commit upfront.
Output: Production deployment, full documentation, handover session recording, complete code ownership.
If a simpler solution solves your problem, we'll recommend it. We're not incentivised to over-engineer. A well-built spreadsheet automation might be worth more to you than a complex AI pipeline — and we'll say so.
Not the timeline that wins the project. The timeline that actually reflects how long it takes to build something properly. We'd rather have an uncomfortable conversation about schedule upfront than miss a deadline we knew was unrealistic.
There are no account managers between you and the people building your system. When you have a question, you get an answer from someone who knows the codebase — because they wrote it.
If the scope needs to change, we have that conversation. We tell you what it means for timeline and cost before we move. You decide. No surprises on the invoice.
Documentation isn't a phase at the end. It's part of how we work. By the time we deliver, the documentation is complete — not something we're scrambling to write in the final week.
Code, infrastructure configuration, documentation, model prompts, data pipelines. All of it. No dependency. No recurring licence fees. No reason to stay with us except that we do good work.
| Project Type | Discovery & Scoping | Build | Total (Typical) |
|---|---|---|---|
| Focused automation pipeline | 3–5 days | 3–5 weeks | 4–6 weeks |
| AI agent (single domain) | 5–7 days | 4–8 weeks | 5–9 weeks |
| AI-powered web application (MVP) | 1–2 weeks | 8–14 weeks | 10–16 weeks |
| Full-stack web/mobile app (MVP) | 1–2 weeks | 6–12 weeks | 7–14 weeks |
| Embedded expertise (module/feature) | 2–4 days | Varies by scope | Agreed at scoping |
These are honest ranges based on projects we've delivered. Scope, integration complexity, and client availability all affect timelines. We'll give you a specific estimate at scoping — and we'll hold to it.
The best client relationships are collaborative. We don't need you involved in every technical decision — that's why you're working with us. But some things genuinely help:
Access and context — Early access to your tools, data samples, and systems speeds up discovery and avoids delays mid-build. The sooner we can see the real environment, the better the solution.
A clear decision-maker — Projects slow down when feedback requires five internal approvals. We work best with a single primary contact who can make or escalate decisions quickly.
Honest feedback — If something in a demo isn't right, tell us. Early feedback is easy to incorporate. Feedback in week 10 of a 12-week project is expensive for everyone.
Reasonable availability — We don't need daily standups. But two or three touch-points per week during the build keeps things moving and avoids surprises at milestone reviews.
What we don't need:
A perfect brief. A full specification document. A clear understanding of the technology. A decision already made about what to build. That's what the discovery and scoping process is for.
You don't need a brief to reach out. Tell us what you're working on or what's going wrong. We'll take it from there.