CaloAI app self-review · calo.nz

Is your app ready for more people?

This is a guide for a conversation, not an approval to launch.

Product and users

Can you name the specific problem and the people who have it?

Answer: Not answered

Have you watched people who were not involved in building the app try it and learned what they actually need?

Answer: Not answered

If you plan to charge customers, have you tested whether they would pay?

Answer: Not answered

Design

Can a first-time user complete the important tasks without someone guiding them?

Answer: Not answered

Does the app explain errors and help people recover without losing their work?

Answer: Not answered

Security and data

Do you know who can see or change each kind of information?

Answer: Not answered

Do you know where sensitive data and secret keys are stored, and who can access them?

Answer: Not answered

Can you restore important data if it is lost or changed by mistake?

Answer: Not answered

Architecture

Do you have access to the code, or a clear picture of what your platform lets you change and export?

Answer: Not answered

Can someone make a change and test the important workflows without breaking another part of the app?

Answer: Not answered

Do you know which other systems the app depends on and what happens when a connection fails?

Answer: Not answered

Analytics

Do you have a way to measure whether users complete the main task and where they get stuck?

Answer: Not answered

Do you have a way to hear about problems and requests from users?

Answer: Not answered

Operations

Who is responsible for support, updates, backups and security after release?

Answer: Not answered

Do you know what you will do if the app stops working or gives an incorrect result?

Answer: Not answered

Before releasing it to customers

Can you explain exactly what customers are buying and what the app does not promise?

Answer: Not answered

Have you agreed who will handle customer questions, problems, refunds and disputes?

Answer: Not answered

Have you checked the terms, privacy information and obligations that apply to your offer?

Answer: Not answered

AI prototype to production

Free self-review

Is your app ready for more people?

If an AI-built app is working inside your business, use these questions before inviting more people in or asking customers to pay. They're designed to help you see what you know and what needs a closer look.

Read through it on your own or with your team. If a question gives you pause, note what you need to find out. This is a guide for a conversation, not an approval to launch.

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0 of 18 questions answered.

Start with the decision

An app that helps your team may still need a different offer for customers. Calo's MVP process is about testing the most important assumptions with real users before building more.

01

Product and users

Start with the problem, the people and evidence of demand. Internal usefulness does not prove that customers will want to pay.

Can you name the specific problem and the people who have it?
Have you watched people who were not involved in building the app try it and learned what they actually need?
If you plan to charge customers, have you tested whether they would pay?

02

Design

A working screen is only a start. Think about the whole task, including mistakes and edge cases.

Can a first-time user complete the important tasks without someone guiding them?
Does the app explain errors and help people recover without losing their work?

03

Security and data

More users and real customer data change the stakes. Be clear about access and what happens if something goes wrong.

Do you know who can see or change each kind of information?
Do you know where sensitive data and secret keys are stored, and who can access them?
Can you restore important data if it is lost or changed by mistake?

04

Architecture

Understand what you can inspect and change. If a platform holds the app and offers no code export, review its limits and your exit options.

Do you have access to the code, or a clear picture of what your platform lets you change and export?
Can someone make a change and test the important workflows without breaking another part of the app?
Do you know which other systems the app depends on and what happens when a connection fails?

05

Analytics

Measure whether the app is helping people. Collect only what you need to learn and improve.

Do you have a way to measure whether users complete the main task and where they get stuck?
Do you have a way to hear about problems and requests from users?

06

Operations

Software needs ongoing care as usage, dependencies and risks change.

Who is responsible for support, updates, backups and security after release?
Do you know what you will do if the app stops working or gives an incorrect result?

Extra

Before releasing it to customers

A customer release adds questions about demand, support, promises and liability. Answer these even if the internal version feels finished.

Can you explain exactly what customers are buying and what the app does not promise?
Have you agreed who will handle customer questions, problems, refunds and disputes?
Have you checked the terms, privacy information and obligations that apply to your offer?

What did you find?

The questions that are hardest to answer are a good place to start. Put product demand and any risk to people or their data first. Then choose the smallest sensible next step.

  • Test demand if you are still learning who needs this and why.
  • Try the app with a small group of users to test the remaining assumptions before a wider release.
  • Prepare a wider release when you have evidence of demand and a plan for the risks and responsibilities.

Want Calo to work through it with you? After an initial conversation, we can scope and quote a paid review of your app and its code, where available. You'll get a written recommendation and a walkthrough you can share with the owner or team.

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