AI-accelerated delivery
Shorter timelines, engineers still in charge.
AI now writes, reviews, and tests much of the routine code, so custom software ships sooner and maintenance costs less. Our engineers stay in charge of every decision, review, and release.
At a glance
The same projects, in fewer weeks.
These are planning ranges from our delivery model. Every project’s timeline is confirmed in discovery.
Marketing website
Design, build, CMS, and launch
Traditional8 weeksAI-assisted3 wks
Cross-platform MVP app
React Native or Flutter, iOS + Android
Traditional16 weeksAI-assisted6 wks
Custom web platform
Accounts, dashboards, integrations
Traditional24 weeksAI-assisted9 wks
Native iOS + Android apps
Swift and Kotlin, two codebases
Traditional28 weeksAI-assisted11 wks
How the weeks break down
Where the time goes, and where it comes back.
Kick-off to launch for typical builds, then the phases inside a cross-platform MVP.
Typical project timelines
Weeks from kick-off to launch
- Traditional
- AI-assisted
Marketing website
Design, build, CMS, and launch
8 wks3 wks−63%Cross-platform MVP app
React Native or Flutter, iOS + Android
16 wks6 wks−63%Custom web platform
Accounts, dashboards, integrations
24 wks9 wks−63%Native iOS + Android apps
Swift and Kotlin, two codebases
28 wks11 wks−61%
View as table
| Project | Traditional | AI-assisted | Time saved |
|---|---|---|---|
| Marketing website | 8 wks | 3 wks | 63% |
| Cross-platform MVP app | 16 wks | 6 wks | 63% |
| Custom web platform | 24 wks | 9 wks | 63% |
| Native iOS + Android apps | 28 wks | 11 wks | 61% |
Where the time goes
Cross-platform MVP app · 16 weeks → 6 weeks
- Traditional
- AI-assisted
- DiscoveryAI summarises research and drafts specs
- DesignStitch turns flows into first UI drafts
- BuildCursor, Claude Code, and Antigravity
- TestingAI-written tests run on every change
- LaunchAutomated release checklists
View as table
| Phase | Traditional | AI-assisted | How AI helps |
|---|---|---|---|
| Discovery | 2 wks | 0.75 wks | AI summarises research and drafts specs |
| Design | 3 wks | 1 wks | Stitch turns flows into first UI drafts |
| Build | 8 wks | 3 wks | Cursor, Claude Code, and Antigravity |
| Testing | 2 wks | 0.75 wks | AI-written tests run on every change |
| Launch | 1 wks | 0.5 wks | Automated release checklists |
Indicative ranges from our planning model, not client results. Every project’s timeline is confirmed in discovery.
The workflow
The AI tools in our workflow.
We pick the right tool for each stage. Every AI-generated change is read, tested, and approved by an engineer before it ships.
- Build
Cursor
AI code editor
Our day-to-day editor: codebase-aware completions, multi-file edits, and fast refactors across web and mobile projects.
- Build & test
Claude Code
Agentic coding by Anthropic
Plans and carries out larger changes from the terminal—features, migrations, upgrades, and the tests that cover them.
- Build & verify
Google Antigravity
Agent-first development platform
Runs coding agents across the editor, terminal, and browser to build features and check them in a real browser.
- Design
Google Stitch
AI UI design
Generates first UI drafts from flows and prompts, which our designers refine in Figma into a polished design system.
Testing
Every change is checked before it ships.
Testing used to be the slowest, most skipped step. AI now writes and maintains the tests alongside the code, so every pull request is checked on web and mobile before a release—and long after launch. An engineer still reviews the result and approves what goes live.
- Write code
- AI drafts tests
- CI runs suites
- Visual checks
- Engineer approves
- Release
Every PR
Full suite runs
Web + mobile
End-to-end flows
100%
Releases reviewed
Tests written with the code
AI agents draft unit and integration tests for every feature, and engineers review them like any other code.
End-to-end user journeys
Sign-up, checkout, and booking flows run automatically on web (Playwright) and mobile (Maestro).
Visual regression checks
Screens are compared on each change, so layout and style breaks are caught before users see them.
Runs on every change
The full suite runs in CI on every pull request and before every app-store or web release.
Self-updating test suites
When the UI changes on purpose, AI updates affected tests and flags them for review—no stale suites.
Human sign-off
AI speeds testing up; an engineer still owns the result and approves every release.
After launch
Support stays fast, and the monthly cost stays low.
A Forward Deployed Engineer keeps the product running. AI shortens the same maintenance work.
Support & maintenance · FDEs
More done every month—for a low, fixed price.
AI multiplies what one Forward Deployed Engineer can do. You get senior, embedded support for your website and apps at a fraction of a full-time hire.
- A dedicated Forward Deployed Engineer who knows your product
- AI-assisted triage, fixes, and upgrades—so more gets done each month
- Automated tests on every release to prevent regressions
- Low, fixed monthly plans; scale up or down any month
Support & maintenance, sped up
The same work your FDE does each month, with and without AI
- Traditional
- AI-assisted
Typical bug-fix turnaround
6×faster
48 h8 hAI traces the cause; your FDE fixes and ships it
Regression testing per release
32×faster
16 h0.5 hAutomated suites replace manual click-through
OS & framework upgrade
5×faster
5 d1 dAgents handle the bulk of the migration
View as table
| Task | Traditional | AI-assisted |
|---|---|---|
| Typical bug-fix turnaround | 48 hours | 8 hours |
| Regression testing per release | 16 hours | 0.5 hours |
| OS & framework upgrade | 5 days | 1 days |
Let’s talk
See what AI-accelerated delivery looks like for your project.
Tell us the product you want to ship. We’ll map a timeline and the team that fits.
What happens next
- 1Tell us what you needA few sentences about the product, the problem, or the team you want.
- 2A short intro callWe talk through the work, the timeline, and who should be involved.
- 3A clear plan and proposalScope, team, and cost in writing—so you can decide with confidence.