# A small practice that starts inside the operation

> Overcode is a small, senior engineering practice that maps how an operation actually works before building the systems and agents that streamline it.

Overcode builds AI workflows and custom systems for businesses whose work has
outgrown the tools running it. It is not a software house: the person who
watches your process is the person who directs what gets built from it, and
staying small is what makes that possible.

## What we actually do

Most software gets specified in a meeting room and fails there. A requirements
document records what people believe the work is, and the gap between that and
what the work turns out to be is where budgets go. So the engagement starts
with process mapping — sitting with the operation, in your tools and channels
and alongside the people doing the job, recording where it stalls and who is
keying the same thing twice.

What the map finds decides what gets built. Sometimes the process is sound and
the tooling is not, and the answer is a custom system shaped around how the
business actually works. Sometimes repetitive work is being done by hand, and
the answer is agents and automation wired into the tools you already run on.
Sometimes the systems simply do not talk to each other, and the answer is an
architecture decision — what to build, what to buy, and what to leave alone.

Often the most valuable thing the mapping produces is a smaller scope than the
one you arrived with.

## The record

Systems built for businesses in energy, manufacturing, lending, plantation,
transport, e-commerce, hospitality, property and advertising. Among them a
manufacturing ERP, a loan management system for the co-operative lending
sector, plantation irrigation telemetry, an electricity forecasting and
distribution platform, a wallet loyalty platform, and a series of nopCommerce
deployments across six retail sectors. The ones published here are a
selection, each written up in full, with the problem it addressed, what was
built, and whatever outcomes can honestly be reported — including the studies
where the answer is "it has not launched yet, so there is nothing to claim".

## How the work runs

The engineering happens inside your operation rather than at arm's length from
it. In practice that is four things.

**We work from the operation, not from a brief.** Mostly remote, in your tools
and channels and alongside the people doing the job, and on-site when the
process needs watching in person. Either way what we build from is the work
itself, not a requirements document someone else wrote.

**The engineer who maps it leads the build.** Whoever watched your process
directs what gets built from it, so nothing is handed to a team you never meet
and rebuilt from a written spec.

**You see it in increments.** Working software you can look at while it is
being built, so a change of direction costs a week rather than a quarter.

**You can take the source code.** Ask for it and the source is yours, so
whoever runs the process afterwards is not tied to us. We would rather be
brought back than depended on.

## Where we are

Overcode Sdn. Bhd. is registered in Malaysia (company no. 202101011251) and
works out of Petaling Jaya, Selangor. Most engagements run remotely, including
for clients outside Malaysia, with on-site time when a process needs watching
in person. Commercially they run as fixed price, time and materials, or a
monthly retainer, depending on whether the scope is known, moving, or ongoing.
The registered office address is on the [contact page](/contact/).

## What we will say no to

If a problem is not a fit we will say so, and we would rather tell you that
early than take an engagement we cannot do well. We are not the right choice
for a project that needs a large team staffed immediately, for a one-off
design or marketing job with no system behind it, or for someone looking for
an off-the-shelf product to sign up for. There is nothing here to buy: every
engagement is built for the operation it is built for.

The fastest way to find out whether it is a fit is to describe what is
slowing the business down. That is a free thirty-minute conversation, and the
answer at the end of it is sometimes that you do not need us.

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[Overcode](https://overcode.io/) — AI workflows and custom systems. This page as HTML: https://overcode.io/about/