Lotics vs vibe coding

Vibe coding is asking an AI such as Lovable, Bolt, Replit or Cursor to write an app from your description. Lotics is where your AI builds the system from the company's own Excel files, then enters the orders, checks the numbers and drafts the invoices in it.

Updated October 2026. Each fact about vibe coding cites its source.

Choose vibe coding when

  • You need a one-off tool, or a prototype to test an idea.
  • You need a public website, or a software product to sell.
  • Someone on the team can read the code to check and maintain it.

Choose Lotics when

  • You need a system for orders, documents and invoices every day, and no one on the team can read code.
  • You want AI entering the orders and drafting the invoices every day, not only building the app.

At a glance

vibe codingLotics
What it isBuilding software by describing it to an AI that writes the code, in Lovable, Bolt, Replit or Cursor. The result is a standalone app with its own code.AI business management software: the data, an app for each desk and automations, where AI does everything the company needs and gets better at its work the longer it is used.
Built forAnyone who wants to build an app, a website or a software product without writing the code.SMBs that still enter data and prepare documents and invoices by hand, starting with logistics and supply chain.
AIThe AI in Lovable, Bolt or Replit writes the code from your description. The app it makes has no built-in way for ChatGPT or Claude to connect.ChatGPT, Claude, Gemini or the built-in AI, able to do anything a person can.
SetupStarts from nothing: the builder describes, tries and asks for changes. The AI sets up the database and logins, and the app is published from the tool itself.Your AI builds it from the files the company already uses in about 10 minutes, or the Lotics team does it for you.
E-invoicesNone built in. Lovable can write an integration with MISA's API when asked.AI drafts e-invoices in MISA, BKAV or WinInvoice for the accountant to review and sign.
PriceLovable has a free plan; Pro is $25 a month for 100 credits, not priced per person. Hosting and the database draw on credits as they are used. On top comes the builder's own time to build and fix it. Source: Lovable's plansFrom $60 a month for 1–10 people.

Where they differ

Maintenance and security

This system holds the orders, receivables and customer details. One mistake in the logins or access rules lets the wrong people see the data, and someone who can't read code won't find it.

vibe coding
Lovable, Bolt or Replit host the app. Its code, logins and access included, is yours: Lovable states that the builder is responsible for the app's security. Source: Lovable's security page
Lotics
Logins and access come with Lotics, not as code the AI wrote, so there is no code to check.

AI in the daily work

The app is built once; orders are entered and invoiced every day. A system no AI works in only moves the typing from Excel to a new app.

vibe coding
Once the app is built, people still enter each order and key each invoice. For AI to do that work, or for ChatGPT or Claude to connect, it has to be asked for and built too. Source: Lovable's AI features
Lotics
ChatGPT, Claude or Gemini connect with your own account and can do anything you can, from entering orders and drafting invoices to changing the system.

Experience that stays

The price quoted to each customer, which orders were corrected and by whom, the terms agreed with each customer: these usually live in the head of whoever did the work. When that person leaves, the experience goes too, and the AI starts every job from zero.

vibe coding
Lovable's version history covers the code only; the data has a daily backup, kept about 14 days. Who changed which order and when, and the company's prices and procedures, have a place only if the builder makes one. Source: Lovable's version history
Lotics
Every change to every order is recorded with who made it and when, beside the company's prices and procedures. ChatGPT, Claude or the built-in AI reads both while it works, within the access of the person who asks.

E-invoices

An invoice must match the order exactly, and a signed invoice with a mistake needs an adjusting or replacement invoice. So the link to the e-invoicing software has to be right from the start.

vibe coding
No built-in connection to Vietnamese e-invoicing. The AI writes an integration with MISA's API when asked, and the builder checks it. Source: Lovable's API integrations
Lotics
AI drafts e-invoices in MISA, BKAV or WinInvoice from the company's records, for the accountant to review and sign.

Moving from vibe coding to Lotics

  1. Export the data in the app's database to CSV or Excel.
  2. Hand those files to your AI (ChatGPT, Claude or Gemini) with the setup prompt.
  3. It builds the tables, apps and document templates in Lotics from the columns in each file, then imports the data.
  4. Keep the vibe-coded app for what faces outside, such as a website, if you have one. The orders, documents and invoices move to Lotics.

Rather not do it yourself? The Lotics team does it all, from $60 a month. See pricing

What customers say about Lotics

Read Conta's story

Frequently asked questions

Don't see your question? Message the Lotics team on Messenger or by email.

Vibe coding is building software by describing it to an AI that writes the code, without writing or reading the code yourself. Andrej Karpathy coined the term in February 2025; common tools are Lovable, Bolt, Replit and Cursor.

Vibe coding is good for quick prototypes, one-off tools, websites and software products, and Lovable has a free plan. For a system that holds the orders and invoices every day, the code, logins and access are the builder's to look after, and someone who can't read code will struggle to check them.

For the system a company works in every day, such as orders, documents, invoices and receivables, yes. Public websites and software products to sell still suit vibe coding, and such a site can send its orders to Lotics through the API.

In vibe coding, AI is used to write the app. In Lotics, the AI you choose builds the system and then works in it every day, from entering orders to drafting invoices, and a person reviews them.

Yes, as experience that builds up, not as the AI being retrained. Every order, every change and every procedure recorded in Lotics is something the AI reads on the next job, so the next job starts from how the last was done, even after the person who did it has left.

No. Your AI builds the tables, apps and automations with Lotics's tools, so there is no code for you to host, review or upgrade.

You check the tables and apps themselves: open them, enter a few test orders and ask for changes. Rules on the tables refuse bad data, whoever enters it.

Data is encrypted in transit and at rest, hosted in Singapore. Each person sees only what they are given access to, and every change records who made it and when.

Export all of your data at any time, to Excel, CSV or the original files. Everything in the system stays yours.

By the number of people, from $60 a month for 1–10 people. Your own ChatGPT or Claude uses no AI Credits.

Get started with Lotics

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