Most leaders think automation requires a full audit, a team of consultants and a six month discovery project. It does not. In fact, once you know what to look for, you can spot an automatable workflow in minutes.
I have spent years walking into busy construction firms, engineering businesses, professional services teams and fast moving SMEs. Different sectors, different cultures, different tech stacks. But the same patterns show up again and again. The same bottlenecks. The same friction points. The same tasks that drain everyone’s time without anyone stopping to question them.
This is the playbook I use when I walk into a business for the first time. It is fast, simple and surprisingly accurate. And if you follow it, you will start to see automation opportunities everywhere.
Let’s dive in.
If you hear this sentence, you have found a prime candidate for automation.
“We do it this way just to keep things moving.”
Translation. The workflow is held together by goodwill, memory and manual effort. No one designed it. It just sort of happened.
Examples include someone:
These are not technical challenges. They are workflow gaps. And GenAI fills those gaps extremely well.
If a workflow is essential but universally disliked, it is usually automatable.
Think of things like:
People do these tasks because they have to, not because they are valuable uses of their time. When a business relies on low value admin to generate high value outcomes, automation is a perfect fit.
Every business has repeated questions. The same enquiries. The same technical checks. The same bits of knowledge that live in someone’s head.
When you hear:
“Let me just ask Steve.”
“I’ll check with Sarah.”
“Give me a minute, I need to speak to Dave.”
You have discovered a potential AI knowledge assistant.
These are golden opportunities. You can train an AI system on internal documents, historic jobs, existing processes and subject matter expertise. Then the team gets instant answers instead of bottlenecking through one expert.
It is faster. It is more consistent. And it protects your business from knowledge walking out the door.
If a task is always late, manual and stressful, it can probably be automated. Not because people are lazy, but because the workflow is badly designed.
Look for operational patterns like:
Late work is not a people problem. It is a process problem. And processes are what automation is best at stabilising.
Rework is a massive cost in every SME.
Common examples include:
If humans are correcting the same errors repeatedly, that task is screaming for automation. AI is extremely good at filling gaps, catching mistakes and guiding people toward clean, structured data.
Spreadsheets are one of the biggest red flags for automatable workflows. They usually appear when software does not support a process properly or when teams create their own workarounds.
Spreadsheets are useful tools, but they often indicate:
If a process lives in a spreadsheet, there is a high chance it can be redesigned, streamlined and automated with a fraction of the manual work.
Any business process that relies on one individual is a reliability risk. If that person is ill, overloaded or simply unavailable, everything slows down.
This includes things like:
AI does not replace that person. It supports them, captures their knowledge and distributes it so the whole team can operate more consistently.
When a business stops depending on single points of failure, everything becomes smoother.
You can run this as a quick, informal exercise. Pick a single team and ask:
Where do things slow down
Where do people get frustrated
Where do we rely on memory instead of process
Where are we repeating tasks
Where are mistakes happening
You do not need to map everything perfectly. You just need to uncover the top two or three friction points. Those usually represent eighty percent of the opportunity.
This is where TBX comes in. With the right workflows and guardrails, we can build automations and AI assistants that fit your processes rather than forcing you to change how you work.
The technology is ready. The value is real. The key is knowing where to look.
Spotting automatable workflows is not an academic exercise. It is about time, clarity and performance. When you know what to look for, the opportunities show up everywhere.
Automation is never about replacing people. It is about removing the slow, repetitive, low value work so your team can focus on what really matters.
If you want help identifying your highest value opportunities, I can jump on a call and walk you through the same process I use with every client.
That is the playbook. Simple, practical and surprisingly powerful.