App Development · MVP

MVP development: real users in week one, GA-ready by week twelve.

Fast-to-market MVP builds for founders and internal pilots — shipped in 6–16 weeks. Scope locked at week zero, weekly demos, real users in pilot by week four. AI accelerates the boilerplate; senior time goes to what makes your product yours.

Project · LaunchPad MVP
founder build · 12-week scope
active
Week 1 of 128%
Active · week 1in progress
Auth + scaffold
Sign-up · login · base layout · CI/CD live
First demo · auth working
Recent milestones1/7 hit
WK1
Auth + scaffold
Sign-up · login · base layout · CI/CD live
WK2
Schema + flows
Data model · core CRUD · happy path traced
Next demo · Tue 14:00 SGT
stakeholder review · 30 mins · live product
4

What we build

Scope discipline. Ship cadence. Real users.

An MVP that actually ships. Weekly demos, pilot users by week four, GA-ready by week twelve. AI ships the boilerplate; the parts that make your product yours stay hand-built.

Scope locked at week zero

Feature cut-list agreed before week one. No 'while we're in there' scope creep, no feature lists drafted on Friday. The build ships what was scoped — no more, no less.

Weekly demos · not quarterly reveals

Every Tuesday, you see a working build. Real product, real flow, real users where possible. If something's off-track you see it in week 2, not week 12. No big-reveal disasters.

Real users in week one

Pilot users testing real flows from week four onward — not waiting until week twelve to discover the thing nobody actually wants. Feedback loop tightens decision-making across the build.

6–16 week ship cadence

Most MVPs ship in 8–12 weeks; complex builds with custom integrations stretch to 16. Beyond 16 weeks, it's not an MVP — it's a product, and we'll scope it as a SaaS or web-app build instead.

Architecture that can outlive the MVP

Modern stack from day one — Next.js, Postgres, Stripe, Datadog. If the MVP earns its keep, you don't rebuild from scratch in year two. The foundations grow with the product.

AI accelerates the boilerplate

Schema scaffolding, CRUD, form validation, test fixtures — generated and reviewed fast. Senior engineering time goes to the parts that make your MVP yours, not the parts that look the same on every project.

How we build an MVP

Six phases. Twelve weeks. AI-accelerated, human-reviewed.

Scope freeze at week zero. First demo at week one. Pilot users by week four. GA at week twelve. AI ships the boilerplate fast; senior time goes to the architecture and the domain calls that make the difference.

00

Scope freeze + cut-list

Week 0
  • Feature cut-list agreed · what ships, what doesn't
  • Persona + happy-path traced
  • Architecture decisions locked · stack, hosting, auth
AI-accelerated: persona research synthesised, competitor flows mapped, schema candidates drafted from your domain.
01

Auth + scaffold

Week 1
  • Sign-up · login · base layout
  • CI/CD pipeline live · weekly deploy cadence
  • Observability wired · error + perf tracking
AI-accelerated: auth scaffolding + CI/CD config generated; first demo ready end of week one.
02

Schema + core flows

Week 2–4
  • Data model + migrations shipped
  • Core CRUD + happy path traced end-to-end
  • Demo 2 + Demo 4 · stakeholder review weekly
AI-accelerated: schema migrations, CRUD endpoints, form validation, test fixtures generated and reviewed.
03

Pilot + edges

Week 5–8
  • First pilot users in production
  • Edge cases handled · empty / error / loading states
  • Pilot feedback shipped · weekly iteration cadence
AI-accelerated: edge-case catalogues drafted from pilot interactions; support docs auto-drafted.
04

Polish + launch prep

Week 8–11
  • Performance + accessibility green
  • Onboarding flow tuned to pilot insights
  • Marketing-ready · public sign-up flow live
AI-accelerated: copy variants drafted, accessibility audits run on every PR, perf regressions caught pre-merge.
05

GA + handoff

Week 12+
  • Public launch · marketing site live
  • On-call + monitoring runbooks shipped
  • Iteration cadence · retainer or handoff
Continuous: AI evals on critical flows · drift monitoring · audit trail per release for compliance.

Built with AI · reviewed by humans

AI ships the boilerplate fast. You ship to real users sooner.

AI accelerates schema migrations, CRUD endpoints, form validation, test fixtures, accessibility audits, perf checks. Senior engineer time goes to your domain logic, the UX decisions, the architectural calls. The result: 3-5x build velocity without trading reliability for speed.

  • Every line reviewed by a named senior engineer before merge
  • AI evals on critical flows · regressions caught pre-deploy
  • Audit trail per release · compliance-grade from day one
  • First demo end of week one · pilot users by week four
week 4 demo · launchpad-mvp
✓ shipped this sprint
+ Sign-up + onboarding · happy path live
+ Core flow · stub edges · 2 personas
+ Sentry + PostHog · perf + product analytics
+ Stripe checkout · 2 plans live
~ in pilot
~ 12 pilot users · 4 active daily · 1 paying
~ feedback: copy too dense on day-2 email
→ next demo · Tue 14:00 · pilot iteration shipped

What MVPs we ship

Four MVP shapes. Tap to see the kind of product we ship.

B2B SaaS, marketplace, AI product, internal pilot — same scope discipline, four different product flavours. Tap a tab to see what gets shipped in 6-12 weeks.

A small SaaS shipped end-to-end · landing → sign-up → core flow.

B2B SaaS · MVP shipped week 12

Inbox triage that doesn't require a person.

Connect your inbox. AI tags every message, drafts replies, and surfaces what actually needs attention.

Founder · early access
Single plan · MVP scope
$24/ user / month

7-day free trial · cancel anytime

  • Connect Gmail or Outlook · OAuth
  • AI tagging · 5 default categories
  • Auto-draft replies · 3-tone styles
  • Daily digest · what needs attention
  • Priority queue · learns from your behaviour
Real users · pilot week 8

First time inbox at zero in 6 months.

Maya · founder · B2B SaaS · 18 employees

AI tagging is shockingly accurate.

Alex · ops lead · Marketplace · 12 employees

Drafts feel like I wrote them — but didn't.

Priya · solo founder · AI product · pre-seed

Where MVPs land

Founder builds. Internal pilots. AI validation.

Pre-seed founders, internal-pilot enterprises, AI-product validation builds, fundraising milestone builds, pivot rebuilds. Same discipline; same speed; output that ships to real users.

01

Founder MVPs

Pre-seed and seed-stage founders shipping their first product to real users — fast enough to learn, robust enough to scale if it works.

02

Internal pilots at enterprises

Internal prototypes proving a thesis before the platform team commits 18 months of roadmap. Same discipline, same speed, same docs.

03

AI-product validation

Validating an AI feature or product hypothesis with a working build users can react to — not a Figma deck or a Loom demo.

04

Pre-fundraising milestones

Founders building toward a fundraise milestone — usage metrics, working demos, traction proof. Clear scope from week zero, ship discipline through to demo day.

05

Pivot or relaunch builds

Existing products that need a v2 rebuild after a pivot or strategic shift. Same architecture discipline as a fresh MVP, faster because the domain is known.

06

Concierge MVPs

Concierge or human-in-the-loop MVPs where the product is partly automated and partly people-powered — fastest path to learning before full automation.

Tech stack

Modern stacks. Architecture that outlives the MVP.

Picked for production-grade scale on day one. If your MVP earns its keep, you grow on the foundation — not rebuild from scratch in year two.

Layer
Why we picked it
Tools
Frontend
Modern React stacks with server components and edge deploys. The same toolchain we ship the Axccelerate site on — proven, fast, hire-able if you grow the team.
Next.js 16React 19TailwindshadcnFramer Motion
Backend + database
Type-safe schemas, code-reviewed migrations. Postgres as the default; Redis for caching and queues. Skip the trendy NoSQL — your data has shape, treat it that way.
Node 22PostgresDrizzletRPCRedis
Auth + access
Production-grade auth on day one. Sign-up, login, password reset, SSO-ready for when enterprise comes calling. Hosted auth providers — don't build this from scratch.
ClerkSupabase AuthAuth0NextAuth
Hosting + ops
Picked per workload. Vercel for Next.js front-ends, Fly or Render for stateful workloads, AWS when compliance demands it. Not because it's trendy.
VercelFly.ioRenderAWSCloudflare
Observability + analytics
Error tracking, perf monitoring, product analytics. Wired in week one so you know what's broken and what users do — before they tell you.
SentryPostHogDatadogVercel Analytics
AI integration
Multi-model orchestration where AI features live in the product. Prompt registry, eval harness, audit logs. Reliability layer from /ai-automation/ai-infrastructure.
ClaudeGPTVercel AI SDKCustom orchestration

Why Axccelerate for MVP development

Not a demo throwaway.
A GA-ready build.

An agency ships you a working app you'll rewrite in year two. Our system ships an MVP whose architecture grows with you — production-grade auth, observability, AI features, all from day one.

Feature
Axccelerate
Freelance / agency
In-house
Scope locked at week zero · cut-list agreed
Varies
Weekly demos · real product · not slides
Varies
Real users in week one · pilot in week 4-8
Varies
AI-accelerated build · 3-5x velocity
Varies
Modern stack · architecture outlives MVP
Varies
Varies
Production-grade auth + observability day-one
Senior engineer named per build · not pool
Varies
AI features wired with eval + audit
GA-ready output · not a demo throwaway
Varies
Varies
No vendor lock-in · your code, your stack
Varies

Pricing

Priced to your scope — not pretend hourly rates.

MVP builds are time-boxed and scope-disciplined. We cost against your scope, complexity, and timeline before quoting.

Sprint
Enquirefor pricing
6–8 week MVP

Fast-track MVP for the simplest scope — single user role, focused happy path, marketing-ready public sign-up. For founders shipping to real users in 6-8 weeks.

1 user role · core happy path
Auth + database + payments
Weekly demos · 6–8 weeks
Production deploy · monitoring
Handoff docs + runbook
Enquire for pricing
Most popular
Launch
Enquirefor pricing
10–12 week MVP

Standard MVP scope — multiple user roles, richer flows, AI features, internal pilot before public launch. The build that earns 'this is real' from users in week 8.

Multi-role · richer flows
AI features with eval harness
Pilot users in week 4-8
GA launch · marketing-ready
10–12 weeks · senior engineer named
Enquire for pricing
Scale-up
Enquirefor pricing
14–16 week MVP

Complex MVP scope — custom integrations, compliance requirements, multi-tenant foundations. For builds that need to outlive the MVP from day one.

Custom integrations + compliance
Multi-tenant foundations ready
AI orchestration + audit trail
14–16 weeks · scope-driven
Senior engineer + PM dedicated
Enquire for pricing

FAQ

Common questions.

Don't see your question here?

Ask us directly

Glossary

The vocabulary behind every MVP build.

A quick reference for the terms that show up in scope discussions, pilot reviews, and demo cadences — the language your team will use during the build.

MVP
Minimum Viable Product

The smallest version of your product that delivers real value to real users. Scope is the discipline; the goal is learning, not feature-completeness.

Cut-list
Scope-discipline document

The list of features explicitly NOT shipping in v1 — agreed up-front so 'while we're in there' doesn't blow up the timeline. The most valuable doc in any MVP build.

Happy path
Primary success flow

The shortest path from user landing to user getting value. The MVP ships the happy path end-to-end first; edge cases come after.

Concierge MVP
Human-in-the-loop product

A product where some flows are automated and others are people-powered (often the founders themselves). Fastest way to learn before full automation; common in marketplace and AI builds.

Wizard of Oz
Faked-backend MVP pattern

An MVP where the user sees automation but a human is doing the work behind the scenes. Validates demand before you build the automation.

Pilot user
Pre-launch real user

A real user who tries the MVP before public launch — typically friends, design partners, or paying-but-patient customers. Their feedback shapes weeks 4-12.

GA · General Availability
Public launch

The point where the MVP opens to the public — marketing-ready, monitoring tuned, support runbook live. Distinct from pilot, which is invite-only.

Demo cadence
Weekly stakeholder reveal

Tuesday demos of the actual product to founders, investors, or stakeholders. Forces ship discipline; surfaces problems while there's still time to course-correct.

Stack
Tech stack picked at week 0

The set of frameworks and services the MVP runs on — Next.js, Postgres, Stripe, Sentry, Vercel. Picked once at scope freeze; doesn't change mid-build.

Time-box
Fixed-duration commitment

A commitment to ship within a fixed time window — 6, 12, or 16 weeks — regardless of scope discoveries. Forces priority calls; protects against indefinite slippage.

Pivot
Strategic direction change

A material change to the product hypothesis based on learnings. Common at week 6-8 of an MVP; the cut-list discipline makes pivots cheap.

Handoff
Build-team to ops-team transfer

The moment the build is complete and ownership transfers to your in-house team or stays with us on retainer. Ships with runbooks, docs, and a 30-day support window.

Time-boxed · AI-accelerated · GA-ready

Scope the MVP.
Ship to real users.

30-minute scoping with a senior engineer. You'll leave with a cut-list, demo cadence, and realistic timeline — not a sales pitch.