CIPS field notes
The missing layer between AI code and a real product
Bring any
Bring any
software to life.
Describe it. Paste it. Upload it.
CIPS brings the software to life.
WebiOSAndroidBackend included
CIPS APP LAUNCHER
LIVE PREVIEWDescribe what you want0
Paste code from any AI tool0
Upload a codebase0 files
OpenAI · GPT-6 Astra•Paste or upload anything
build → complete → launch
your-app.cips.ai
✦
Your app, before you deploy it.
Describe an app, paste AI code, upload a codebase, or choose an example. The right side stays focused on the live experience.
ResponsivePWA-readyAccounts-readyPayments-ready
Ready-to-run apps
Click an app. Use it.
Each example opens in the CIPS App Creator with its real prompt, self-contained PWA code and a live interactive preview.
The missing layerAI can generate the software.
AI can generate the software.
CIPS makes it usable as a product.
Instead of stitching together identity, data, storage, billing, publishing, admin tools, deployment and device experiences after the code is finished, CIPS puts those concerns around the software you already want.
IdentityAccounts, login, roles and customer access.
DataApplication data, workflows, storage and APIs.
CommerceProducts, services, subscriptions and payments.
ContentBlog, pages, FAQs and publishing.
OperationsAdmin, analytics, activity and controls.
DistributionDomains, PWA and responsive app surfaces.
Three ways in
Use the AI workflow you already have.
CIPS is upstream of your favorite coding tool. Generate with any AI assistant, bring an existing project, or let CIPS drive the build itself.
01
Build in CIPS
Select a current frontier model, describe the outcome, and shape the live app in the same place.
Prompt → Preview → Product
02
Paste AI code
Copy HTML, React, JS, PHP or other code from ChatGPT, Claude, Gemini or another coding assistant.
Code → CIPS → Product layer
03
Upload a codebase
Bring a folder or project archive from Cursor or your existing stack and keep your code.
Project → CIPS → Launch
04
Ship the experience
Move from working preview to customer access, payments and the final app experience.
Live app → real users
BuildStart anywhere.
Start anywhere.
Finish as a product.
Your source can be a sentence, AI-generated code, or an existing codebase. The CIPS studio keeps the app visible while you shape what is needed around it.
AI
Native AI build
Select a current model, describe the outcome, and iterate against a live preview.
Model choicesPrompt → previewCode can stay hidden
↳
Paste from your AI tool
Bring code you already generated elsewhere. CIPS is the productization step.
ChatGPT / Claude / GeminiCursor and coding toolsNormal web stacks
↑
Upload your codebase
Choose files, a project folder or ZIP. Login waits until you are ready to continue.
Multi-file uploadFolder selectionReview before launch
Your appsEverything you
Everything you
put into the world.
Reopen products created in this browser, continue shaping them, or launch another one.
Live apps0
PlanFree
Slots1
Product layerMake the software
Make the software
complete.
Configure the pieces around your app so the interface is no longer the only finished part.
$
Payments
Plans, products, bookings and services can become purchasable experiences.
@
Accounts
Customer access, roles, protected areas and the identity layer.
DB
Data
Persistent application data and product workflows beyond static screens.
↗
Publishing
Give the product its own blog, pages, FAQs and content surface.
AI
AI services
Keep AI inside the product, not only in the process used to create it.
∞
Deployment
Move the finished product to the surface where people can use it.
How it worksYour AI tools stay.
Your AI tools stay.
CIPS fills the gaps.
The goal is not to make you stop using great AI development tools. It is to give the software they produce a home.
CIPS NativeChatGPTClaudeGeminiCursorAny codebase
Generate
Use a native model choice or your existing AI assistant to create the software.
Prompt-driven buildCode importModel selection
Productize
Connect account, data, commerce, content and operational systems.
IdentityData + storagePayments + publishing
Launch
Shape the final surface for web and installed experiences.
Responsive appPWADeploy surface
PricingStart with the product.
Start with the product.
Scale with the apps.
Lightweight plan controls are included in this single-file experience and stored locally until your billing backend is connected.
Free
$0/mo
Explore CIPS with one application slot.
- 1 app
- Studio preview
- Code import
- Basic product layer
Basic
$5/mo
A small portfolio of live products.
- 3 apps
- Codebase imports
- Accounts + payments
- Content tools
Most flexible
Pro
$15/mo
For builders shipping more than one idea.
- 5 apps
- Advanced product layer
- Analytics + admin
- Priority launch surface
Business
$25/mo
Multiple customer-facing products.
- 10 apps
- Full product layer
- Team workflows
- Custom deployment path
About CIPS.aiAI made software
AI made software
possible.
CIPS is built around the practical gap between code generation and a customer-ready product. The idea is simple: your software should not become someone else's integration project just because AI made it easier to write.
01
Bring the code
Generated here, generated elsewhere, or already sitting in a project.
02
Complete the product
Add the layers people usually discover only after the UI works.
03
Ship the experience
Keep the app visible from idea through launch and iterate without starting over.
How toThe shortest route from
The shortest route from
AI code to users.
Use whichever starting point makes sense. The workflow stays the same underneath.
1
Start with the outcome
Describe what the user needs to accomplish rather than every technical detail.
2
Show the code
Use CIPS-native build, pasted code, or a project upload.
3
Connect the product layer
Choose accounts, payments, products, services, content and analytics.
4
Launch and iterate
Return to the same studio instead of rebuilding your deployment stack.
Can I keep using ChatGPT, Claude, Gemini or Cursor?
Yes. CIPS is designed to accept code and ideas from the tools you already use. Paste code directly or upload the project.
Do I need an account before trying it?
No. You can explore examples and previews before login. Login starts when you create an app, upload code, or launch.
What does CIPS add around my code?
The product layer: identity, data, commerce, content, operations, deployment and the other pieces needed around a working interface.
ResourcesIdeas for building
Ideas for building
software that ships.
Articles load directly from the CIPS article API. Search passes your keywords as the a3 query parameter.
SitemapEvery important route,
Every important route,
one place.
Useful for navigation, QA and copying a clean route list from this single-file app.