Brief & discovery
We read whatever exists — notes, a competitor you like, an old site, a spreadsheet — and turn it into a written scope with user stories and edge cases. You approve it before anything else starts.
typical: 2–3 daysprocess
Six stages. None skipped. Each one shorter.
The speed comes from compressing the stages, not removing them. Drafting — scaffolding, boilerplate, first-pass copy, test cases — is generated in minutes and then reviewed exactly as it always was. Discovery, design judgement, architecture and QA still take human time, which is why the gain is 3–4× and not 20×.
process
Six stages, and what actually happens in each.
The speed comes from compressing the stages, not removing them.
Interface design
Several visual directions explored quickly, one taken to high fidelity and built into a token-based design system. You get a clickable prototype, not a static image.
typical: 3–5 daysArchitecture
Data model, integrations, hosting, auth, and where AI sits in the flow. Decided and written down before code, because this is the part that is expensive to change later.
typical: 1–2 daysBuild
Frontend, backend and AI features developed against a preview link you can open every day. Weekly demo, decisions logged, scope changes priced as they come.
typical: 1–4 weeksTest & review
Automated tests, accessibility pass, performance budget, and evaluation runs for every AI feature against a real example set. Fixes before launch, not after.
typical: 2–4 daysLaunch & handover
Deploy, monitoring, analytics, a written runbook and a recorded walkthrough. Then 30 days of support included while your team settles in.
typical: 1–2 daysthe speed story
Same scope. A fraction of the calendar.
Every task below is real project work. The grey bar is how long it takes a conventional team. The colour bar is how long it takes us with AI in the loop. Nothing is skipped — the review, testing and accessibility steps all still happen.
Discovery & requirements
5×
Wireframes & user flows
6.7×
High-fidelity UI design
4.3×
Design system & components
5×
Frontend build
3.6×
Backend, database & APIs
3.3×
Third-party integrations
3.8×
Copy & content, 40 pages
15×
SEO metadata & schema
32×
Localisation, 2 languages
10×
Test suite & QA pass
10×
Accessibility audit & fixes
4.8×
Deployment pipeline
12×
5.0×average speed-up
104 dayssaved on a typical build
0steps skipped to get there
Benchmarks come from our own delivery logs against pre-AI baselines for comparable scope. Your numbers depend on how clean the brief and the source material are — we will give you the honest range for your project.
ai tools & technologies
Click a stage. See what runs there.
Tools change; the discipline around them is the part we keep.
Research
Competitor and SERP teardowns, requirement drafts from messy client notes, user-story generation, and the edge cases we would otherwise find in week three.
ClaudeChatGPTPerplexity
Model and vendor choices are made per project on cost, latency, data residency and quality — never by default.
See the process on your own project.
A 30-minute demo walks through the six stages against your brief, with a realistic calendar and a rough range. No deck.