Senior AI engineering studio · Malaysia, working globally

We don’t say it works. We show you the numbers.

We try it on your own questions first, so you see it working before you commit. An assistant that answers customers from your own documents — and the software around it. Fixed price, and everything belongs to you.

From RM 6,000 to set upRM 800 a month to run itReply within one business day
We build with
ClaudeOpenAIPythonTypeScriptPostgrespgvectorLangGraphFastAPINext.jsDockerAWSRedisOpenTelemetryElasticsearchCohere RerankvLLMGitHub ActionsPlaywrightTerraform
What we do

Two things we do well. Nothing we don’t.

Most businesses start with the assistant — it is priced below. The rest we quote.

An assistant that knows your business

It answers customers from your own price lists, policies and documents, on WhatsApp and wherever else you deal with people. Anything it is unsure about goes to your staff.

Custom software and internal tools

Dashboards, admin screens and the app that replaces the spreadsheet secretly running your company. Tell us what you need and we will price it.

Why RerankLab

Boring guarantees. Deliberately.

Four things you will not have to negotiate for. “Done” is a number we agree before the build — how many questions it has to get right — and that is what the fixed price buys.

You own the code

The code, the settings and the test questions are yours from day one. We run it for you — that is what the monthly covers — and if you ever leave, you take the lot and it keeps working.

We check it before you do

Before it goes anywhere near a customer we put your own questions to it and work through what it gets wrong. If it is not ready, we keep going — that is in the price, not an extra.

One person accountable

You deal with the founder, not an account manager. Some of the build is done by people we bring in — every change goes past him before it reaches you.

Fixed scope, fixed price

You get a written scope and a number. Changes are discussed, priced and agreed — not discovered on an invoice.

What it costs

Pick what you need. The price adds up here.

From RM 6,000 to set up, plus a monthly fee to keep it running. No forms, no waiting three days for a quote — this is the same number we would tell you on the phone.

1 Start here
2 Where should it answer? Pick at least one
3 Do your staff need a screen to work from?
4 What else should it do?
FAQ

Questions we get on the first call.

Something not here? Email hello@reranklab.com — a person replies, within one business day.
Q.01How long does a project take?
A prototype takes 3–10 days. Most builds take 2–8 weeks depending on integrations and how much of the product already exists. You get a dated plan after the discovery call, and weekly demos against it.
Q.02How much does it cost?
From RM 6,000 to set it up, then RM 800 a month to keep it running. Extras — more channels, a dashboard for your staff, a connection to your CRM — are priced individually, and you can work out your own total on this page. AI usage sits on your own account and is paid to the AI company directly, never billed by us. Minimum six months on the monthly, then month to month. Bigger companies with heavy volume are quoted separately.
Q.03Who owns the IP?
You do. The code, the settings, the test questions and your data are yours, with nothing licensed back to us. We run it for you, which is what the monthly covers. If we ever part ways you take all of it, and it keeps working.
Q.04Which models do you use?
Whatever fits the job. Claude and OpenAI models cover most agent and extraction work; open-weights models (Llama, Qwen) when data residency or unit cost demands it. We benchmark on your data and build the model layer so swapping later is a config change, not a rewrite.
Q.05Do you maintain it after launch?
Yes — the monthly fee covers keeping it running, fixing anything that breaks and small changes as you go. Bigger additions are quoted separately. After the first six months you can stop any month you like.
Q.06How do we start?
Fill in the form below or email hello@reranklab.com with a paragraph about the problem. You will get a reply within one business day and a 45-minute call the same week. If we are not the right fit, we will say so and point you somewhere better.
Q.07What does “fixed price” actually mean?
We agree in writing what it has to do before we start, and that is the price you pay. We test it on your own questions as we build and keep working until it handles them properly. Anything you add later is priced and agreed first, never discovered on a bill.
Contact

Tell us what you are trying to build.

A paragraph is enough. We will come back with questions, a rough shape for a prototype, and a straight answer on whether we are the right people for it.

hello@reranklab.com
  • 01Reply within one business day, from an engineer.
  • 0245-minute call the same week. NDA on request.
  • 03Written prototype scope and fixed price within 48 hours of the call.

Ching Yaw Hao, founder · chingyawhao.com
Based in Kuala Lumpur, Malaysia, working globally — overlaps with Asia-Pacific, Europe and US-East hours.

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