Design Council · 6GL · Studio

From idea to app
built around your vision

Describe your idea. Shape it with six AI specialists. Preview, refine, and approve your app in Studio — connected by one 6GL specification.

Your idea. Your product. You stay in control.

6GL / Studio concept demo

Illustrative sample data — no application is being built or delivered here.

01 · Intent

Start with the outcome

Describe the product in plain language. The preview begins with a useful shape, not an empty canvas.

Product previewSimulated
N

Northstar workspace

Atlas launch

72%

Launch readiness

This week

Align the launch brief and close the review loop.

Priority work

3

Approve launch narrative

Maya

Review

Confirm onboarding flow

Chen

In progress

Prepare partner brief

Niran

Ready
Product intent

“A calm team workspace that keeps launches, owners, and decisions in one view.”

Illustrative sample data — no application is being built or delivered here.

Watch why AppForge is different

A marketing cut that explains Plan First, the 6-AI Design Council, muai-kits, managed AI context, cost control, and the production path.

E2E creation demo (Thai narration)

See the full flow from idea, Plan First, recommended kits, 6-AI Design Council, blueprint approval, build, preview, and production handoff.

Marketing highlights (Thai narration)

Plan First, 6-AI thinking, kits, context, cost, and production readiness.

Workflow demo

Signup, idea input, AI workflow, checkpoints, and admin setup. English narration.

FastAPINext.js 16ExpoPostgreSQLTailwind CSS 4DockerRedisAlembicGitHubReact 19SQLAlchemy 2.0FastAPINext.js 16ExpoPostgreSQLTailwind CSS 4DockerRedisAlembicGitHubReact 19SQLAlchemy 2.0

How it works

Your intent stays visible through five chapters

Move from an idea to a reviewable delivery, with room to inspect and refine each handoff.

1 · Set the intent
Describe the outcome, audience, and constraints in your own words.
2 · Convene the Council
Six specialist lenses shape UX, architecture, data, API, mobile, and security.
3 · Compile with 6GL
A reviewable specification becomes supported screens, database, and API foundations.
4 · Refine in Studio
Try the running preview, point to changes, and use AI for bespoke gaps.
5 · Review and deliver
Inspect the result and approve delivery when it matches your intent.

Designed for review

Compile the repeatable. Shape the distinctive.

6GL handles supported product structure from a clear specification. Studio keeps the working preview and your intent together while AI completes the bespoke gaps.

One visible intent thread

Council decisions flow into the 6GL specification, Studio revisions, and the approval you make before delivery.

Studio

Edit the running preview

Try the result, point to what should change, and review each revision against the same intent.

6GL

Compile from a clear spec

Supported screens, database, and API structure compile first; AI extends the parts unique to your product.

reuse

Shells and kits reduce rework

Start from reusable app shells and muai-kits, then adapt the product-specific details.

approval

Review before delivery

Inspect the design and working preview, request changes, and approve only when the result matches your intent.

6GL · Studio

Built by a compiler where it can be. Changed in Studio after it ships.

Two parts of AppForge you will use: 6GL builds your app from a form you approve, and Studio lets you change the running app, with the price shown before anything runs.

6GL · how an app gets built

The compiler writes the patterns. AI writes only the rest.

AI designs your app and fills in an API Spec form that you approve. A deterministic compiler reads that form and writes the tables, forms, lists and basic APIs: no AI, the same correct code every time. AI is called only for what is truly yours.

  • 0 AI tokens for the patterned parts, and the same result on every build
  • 52 ready-made screen types the approved form can choose from
  • Three checks on every file the AI writes. A page that calls an API the app does not have gets one repair; if it is still wrong, the stage stops and the credits are refunded
  • Previews run fenced off, with their own role and their own database

Measured on production, 30 Sep 2026

For MindDNA, the compiler wrote 5 of its 8 APIs and 3 of its 8 screens. The build was priced and charged 109 credits, instead of 145 had the AI written it all: 25% less.

Studio · how you change it after

Point at your running app and change it. Price first.

Open Studio from your project and it starts a copy of your app, so the live app stays as it is. Pick anything on the page: Studio tells you whether it can change it exactly, or whether the change needs AI.

  • Exact changes are free: colours, images and text from your app's dictionary. No model call, 0 credits
  • AI changes show their price before they run: AI calls, tokens, credits and provider cost. Cancel when you see the price and nothing is charged
  • A direct change shows on the page at once, and Studio copies it into the running copy without restarting it
  • Every change is a revision you can revert. Environments move an edit through SIT, then UAT, on the exact code the stage before approved

Every number on this section comes from our guides, which measured it on the running system and give the date beside it.

Your AI team

Six specialists, working at once

UX/UI Designer

Screens, user flows & every state (loading, empty, error).

Tech Architect

Stack decisions, service boundaries, infrastructure.

Database Designer

Entities, relationships, schema & indexes.

API Contract

Endpoints, auth, request/response shapes.

Mobile Specialist

Responsive breakpoints & Expo mobile screens.

Security Reviewer

Auth strategy, PDPA compliance, threat model.

Example

One idea in, a full project out

Your idea

“”

What AppForge delivers

  • A reviewable screen map and UX states shaped to the idea
  • Data schema and API contracts compiled for the supported scope
  • A running Studio preview you can inspect and revise
  • Reviewed project artifacts prepared for your chosen delivery path
6 AI Designers
UX, Tech, DB, API, Mobile & Security work in parallel
Full Codebase
FastAPI backend + Next.js frontend + Expo mobile
Deploy Ready
Docker Compose, CI/CD, and a landing page included

Calculate your own ROI

See what building with AppForge saves you — with every assumption on the table.

Open the estimator →

Ready to build your app?

Bring one idea. Review each handoff, refine it in Studio, and approve the result when it matches your vision.