What AI automation actually costs in Malaysia

Ask three vendors in Malaysia to quote the same automation project and you can get RM3,000, RM30,000 and RM120,000. None of them is necessarily wrong. They are quoting different things.

What actually drives cost

Four factors, roughly in order of impact.

• How many systems have to talk to each other. One system is configuration. Four systems with no clean APIs is engineering.
• The state of your data. Clean, consistent records are cheap to work with. Three spellings of the same supplier name is a project of its own.
• Whether decisions are involved. Moving data is straightforward. Approving something based on policy, value and availability is not.
• Who owns it afterwards. A handover to your team costs less upfront and more internally. Ongoing support is the reverse.

Why fixed price lists mislead

A published "from RM8,000" tells you the cheapest thing a vendor is willing to do, not what your project costs. It is a marketing number. The useful question is what the scope covers and what happens when reality differs from the assumption behind that number.

The same applies in reverse. A large quote is not automatically thorough. Ask what specifically makes it large.

Questions worth asking any vendor

• Which of my systems will you read from and write to, by name?
• What happens if the data turns out to be messier than expected? Who absorbs that?
• What does this cost to run each month after it is built?
• If it does not work, what do I get back?
• Who owns the system and the logic at the end? Can we maintain it without you?

The cost people miss

The real comparison is not vendor A against vendor B. It is the project against the cost of leaving things as they are.

That cost is usually invisible because it is spread across people rather than sitting on an invoice. Someone spends two hours a day chasing order status. Someone else re-keys the same data into two systems. None of it appears in the accounts as a line item, which is exactly why it survives for years.

Work out the hours before you compare quotes. It changes what a reasonable number looks like.

How we scope and what the first stage covers.