Data audit, clean-up and live dashboards for growing businesses across the Klang Valley. We work with companies across Malaysia, remotely and on site when needed, agreeing scope and price before anything starts.
Multi-branch distributors, retail chains, clinics, logistics operators and manufacturing firms across the Klang Valley, where the numbers from one branch, clinic or warehouse rarely agree with the next.
We work the same way everywhere we operate: an NDA on day one, work done wherever possible inside systems and storage you already control, and a fixed scope agreed in writing before anything starts.
Each service stands on its own. There is no required order, and price is agreed after a short first conversation, once we understand your systems.
We map where your data lives and test it for duplicates, gaps and manual steps. You receive a Data Health Report that shows what to fix first.
Duplicates merged, formats fixed, gaps filled, with the rules written down so your data stays one trusted source of truth.
Live dashboards built on your real numbers, refreshed automatically and built around the decisions you actually make.
Ask a plain-language question and get the answer from your own numbers, through a private MCP connection you control.
The fourth service runs through a private MCP server, optionally on private AI hardware if your data must stay on site. See how every service is scoped, in detail, on our main data consultancy page.
Nothing starts until you have agreed the scope and price in writing.
You tell us where your data lives and what hurts. We tell you honestly which of the four services fit.
Any one, two or all four services, in any order. Each is agreed in writing before it starts.
Inside your own systems wherever possible. An audit usually takes one to two weeks.
Ongoing support keeps dashboards fresh and answers correct as your business changes.
A few details are enough to start. We reply within 24 hours with next steps and a time for a first call, in your working hours.
Related: Data consultancy · MCP servers · Private AI