Where Should Your AI Journey Start?
Where should we start
Most people expect me to recommend a chatbot. Or an AI agent.
Perhaps a customer service assistant or a workflow automation project.
Surprisingly, I usually don’t.
Instead, I ask a different question.
“Have your people experienced what AI can actually do?”
Because before organisations transform with AI, people need to transform the way they think about their work.
The Patent That Started With a Workshop
One of the participants from an AI workshop I had conducted shared a story with me that has stayed in my mind ever since.
After the workshop, he began experimenting with his company’s approved AI platform.
Not to write emails.
Not to summarise documents.
Not to generate reports.
He used it as a thinking partner.
He started brainstorming ideas around a problem he was trying to solve at work. One idea led to another. The conversation evolved. New possibilities emerged.
Eventually, those discussions developed into an idea significant enough that his company decided to file a patent.
Did AI invent the solution?
No.
The innovation belonged to the individual.
But AI helped him think differently.
It challenged assumptions.
It suggested new perspectives.
It accelerated the exploration of ideas.
The patent wasn’t created by AI.
It was created by someone whose thinking had been amplified by AI.
And I think that’s an important distinction.
AI Doesn’t Just Change Processes. It Changes Perspective
When organisations talk about AI adoption, the conversation usually revolves around projects.
Should we automate customer service?
Should we deploy a chatbot?
Should we build an AI agent?
Those are all worthwhile initiatives.
But they often come later.
The first stage of AI adoption is much more human than technological.
It’s helping people recognise that AI isn’t simply another piece of software.
It’s a thinking partner.
Once people experience that for themselves, something interesting happens.
They stop asking,
“What can AI do?”
And they begin asking,
“What could I do differently?”
That shift is where real transformation begins.
The Best Ideas Rarely Come From Consultants
As consultants, we can identify opportunities.
We can analyse workflows.
We can recommend solutions.
But we will never understand every detail of your business the way your own people do.
Your employees live your business every day.
They understand the frustrations.
The bottlenecks.
The customer complaints.
The repetitive tasks.
The missed opportunities.
When they begin seeing AI as a partner rather than a tool, they start identifying improvements that no external consultant could have discovered.
That’s when AI adoption starts becoming part of your organisation’s culture instead of just another technology project.
Decide What Success Looks Like Before You Begin
One mistake I often see is organisations launching AI initiatives without first deciding how success will be measured.
If you don’t know what you’re trying to improve, it’s difficult to know whether AI is creating value.
Success might mean:
- Faster response times.
- Improved customer experience.
- Greater employee productivity.
- Better decision making.
- Increased innovation.
- Shorter turnaround times.
- Higher conversion rates.
There isn’t one correct metric.
The important thing is choosing one before you begin.
Because AI isn’t successful simply because it has been implemented.
It’s successful when it makes your organisation measurably better.
AI Adoption Is a Human Journey
Technology is often the most visible part of AI transformation but people are the most important part.
The organisations that create the greatest value from AI aren’t necessarily those with the biggest technology budgets.
They’re the ones whose people are curious enough to experiment, confident enough to challenge existing ways of working, and empowered enough to apply AI in meaningful ways.
That doesn’t happen because someone installed new software.
It happens because someone started thinking differently.
Taking the First Step
If you’re wondering where your organisation should begin its AI journey, my advice is simple.
Start by giving your people the opportunity to experience AI for themselves.
Help them understand not just how the technology works, but how it can help them think, create, solve problems and improve the work they do every day.
You may be surprised by what happens next.
Sometimes AI adoption doesn’t begin with a chatbot.
It begins with a conversation.
And occasionally…
It begins with a patent.
A Practical Opportunity for Malaysian Businesses
If your organisation has more than 10 employees and contributes to HRD Corp, there’s a good chance AI training can be funded through your HRD Corp levy.
It’s one of the most accessible ways to help your teams build confidence with AI, discover practical opportunities within their own roles, and lay the foundations for successful AI transformation.
The best AI projects don’t always start with technology.
Sometimes they start by helping people see their work differently.
