While Big Tech Saves Billions with Automation, Most Businesses Are Still Running on Copy and Paste

While Big Tech Saves Billions with Automation, Most Businesses Are Still Running on Copy and Paste

Table of Contents

• Introduction
• What is actually going on inside most organisations right now?
• What is business process automation – and where does AI fit in?
• Will automation replace my employees?
• What does automatable work actually look like?
• What does a working automation actually look like in practice?
• Is your business already behind on this?
• How Grendesign approaches this
• Get in touch with Grendesign
• Frequently Asked Questions (FAQ)

---

Introduction

Here’s something nobody wants to say out loud:

Here’s something nobody wants to say out loud: the same technology powering billion-dollar efficiency gains at Amazon, Google, and Meta is available to organisations that don’t have a dedicated technology budget the size of a small country’s GDP. The difference is what you do with it.

Here’s something nobody wants to say out loud: the same technology powering billion-dollar efficiency gains at Amazon, Google, and Meta is available to organisations that don’t have a dedicated technology budget the size of a small country’s GDP. The difference is what you do with it.

Since 2022, the world’s largest technology companies have cut more than 400,000 jobs. Many of those cuts were framed as efficiency drives. Automation was mentioned in almost every earnings call that followed. The message from the top end of town was clear: repetitive work would be handled by machines, and the humans doing it would be let go.

That is one way to run this.

Here is another. The average employee spends more than 60 percent of their working week on what researchers at McKinsey call “work about work”: data entry, status updates, chasing approvals, reformatting the same information across different systems, and sending emails that follow the exact same structure every single time. That is more than three full working days, every week, per person, spent on tasks that produce no new thinking and bring no one closer to a customer.

That is your operations team re-entering data on Tuesday morning that already exists in another system. That is your customer service team spending hours each afternoon on emails that could write themselves. That is your best people doing work that was never really theirs to do.

Big tech used automation to protect their margins. You can use it to give your team their time back – and that conversation looks very different from the one happening in Silicon Valley boardrooms.

What is actually going on inside most organisations right now?

The honest answer is: a lot of very capable people held hostage by admin that has never been questioned.

Most businesses did not design their processes deliberately. They grew. Things got added. A workaround became the standard approach. A spreadsheet became the system of record. And now the people you hired for their judgement, their relationships, and their ability to solve problems are spending a good chunk of their week pushing information from one place to another by hand.

It is nobody’s fault. It is also not sustainable – especially when your competitors are not doing it that way anymore.

What is business process automation – and where does AI fit in?

Business process automation (BPA) is the practice of connecting the systems your team already uses, removing the manual steps in between, and letting work move through your business without someone having to push it along at every stage. Think of it less as a piece of software and more as a design decision – one that identifies the parts of your operation that follow a predictable pattern and builds a smarter path for them, so your people can focus on the parts that actually need them.

AI is one tool within that broader picture. And it is worth being clear about which part it covers, because the two get conflated constantly.

Business process automation handles the steps that are fully predictable: routing an enquiry to the right person, logging a record when a form is submitted, sending a confirmation when an order is placed, triggering a follow-up when a deadline passes. These things follow rules, and rules can be automated cleanly without AI involved at all.

AI earns its place in the parts that require interpretation rather than just execution. Reading an incoming email and working out what it actually needs. Pulling key details from a document that does not follow a fixed format. Catching an anomaly in your data before it becomes an expensive problem. These are tasks with enough variability that a fixed rule would break – but enough repetition that a person should not be doing them manually either. That is where AI sits.

Most businesses asking about AI automation actually need both: a well-built process layer handling the predictable work, with AI applied selectively where interpretation is genuinely required. One without the other tends to either underdeliver or overcomplicate. When a simpler, non-AI solution does the job better, that is what we use. That is not a modest position. It is just an honest one.

Will automation replace my employees?

This is the question that sits behind every conversation about automation, and it deserves a straight answer.

Less than five percent of jobs consist of activities that could be fully automated. But in roughly 60 percent of occupations, at least one-third of daily tasks could be automated. That is the finding from the McKinsey Global Institute, and it is the distinction that matters.

Automating parts of someone’s workday is an entirely different thing from replacing the person doing it.

What business process automation removes is the portion of the job that nobody actually wants. The copy-pasting. The manual logging. The repetitive emails. The Friday afternoon data exports that someone has to run from the same three fields every single week. When that work is handled automatically, your team gets time back for the work they were actually hired to do.

“Nearly 60% of workers estimate they could save six or more hours each week – almost a full working day – if the repetitive parts of their jobs were automated.” – Smartsheet, Automation in the Workplace

Six hours. Per person. Per week. Do that maths for your team size.

What does automatable work actually look like?

The same tasks come up across almost every industry and every type of organisation.

A new enquiry arrives. Someone copies the details into the CRM. Someone sends a confirmation email. Someone sets a follow-up reminder. Someone logs the outcome when it closes. Each step takes two minutes. Each step also pulls a person away from something that actually needs their attention.

A customer places an order. Someone manually updates the inventory. Someone notifies the dispatch team. Someone sends the customer a confirmation. Someone checks it all went through. Two minutes each, multiplied across every order, every day, across every person involved.

A new client is onboarded. Someone creates the file. Someone sends the welcome email. Someone schedules the first call. Someone sets up the project. Each step is simple. Each step is also being done by a human who could be doing something that actually requires them to be human.

“The average employee performs over 1,000 copy-paste actions each week and spends more than half their working time creating or updating documents.” – ProcessMaker

That number is hard to argue with if you watch a normal working day honestly.

What does a working automation actually look like in practice?

Take the enquiry example above. In a manual setup, the process only moves when someone moves it. The form gets noticed, the details get entered, the reply gets sent, the reminder gets set.

With a properly built automation, the enquiry is logged in your CRM the moment it arrives. A personalised confirmation reaches the customer within seconds. The right team member gets a notification with everything they need. A follow-up task is already created. No one had to touch it.

Your people step in at the point where it actually matters: the real conversation.

“Workers using AI and automation tools saved an average of 5.4% of their working hours weekly, with frequent users saving over 9 hours per week.” – Federal Reserve Research, 2024

Across a team of ten, that is nearly a full working day recovered every week – per person.

Is your business already behind on this?

Almost 60 percent of businesses surveyed have already put some form of automation in place, according to Duke University research from 2024. For most business owners and leaders in Australia, the question is no longer whether to start. It is where.

Starting does not have to mean a full-scale overhaul. It usually begins with one process – the one that wastes the most time, causes the most friction, or produces the most errors when done by hand. Fix that. See the result. Build from there.

How Grendesign approaches this

We start with your people, not with technology.

Before we suggest any tools or build anything, we want to understand where your team is losing time. What work lands on someone’s desk that probably should not? Where does information get re-entered when it already exists somewhere else? Which parts of your process only move because a person remembered to push them?

From there, we work out what combination of business process automation and AI actually solves the problem. Sometimes it is a simple connection between two platforms you already use. Sometimes it is a more involved workflow. Either way, the goal is the same: less time on the grind, more time on the work only your team can do.

We have seen what it looks like when someone starts with technology and works backwards. It rarely serves the people doing the actual work.

If you have been thinking about this, the conversation is worth having before you commit to anything. We are happy to take a look at what you are working with and give you an honest picture of what a smarter setup could look like.

Get in touch with Grendesign

Grendesign is a digital agency based in Sydney and the Mornington Peninsula, working with organisations across Australia on automation, digital growth, and AI-led process design. We work across tools including n8n, Make.com, and custom-built integration solutions.

Frequently Asked Questions (FAQ)