The business case begins before the robot

Begin with a change someone values

A robot demonstration naturally draws attention to the machine. How does it move? What can it carry? How quickly does it respond? Those are useful questions, but they are not yet a business case.

The business case starts with a person and a change they value. A customer gets a service that was previously difficult to offer. An employee gains a better way to complete a demanding task. A visitor has an experience that makes them want to return. Each possibility gives the investigation a purpose.

Write that purpose in a sentence before discussing products. For example: “We want visitors to understand our technology through a supervised, interactive experience.” That statement leads to different choices from “We want to automate a repetitive movement between two workstations.” Both could involve a robot. They require very different evidence.

Put the human role in the picture

It is easy to draw a workflow with a machine in the middle and omit the people around it. Someone still sets up the environment, handles exceptions, keeps the equipment working and decides when to stop.

Name those roles early. Ask what changes for each person and what they need to do the work well. If a staff member supervises the system, include that time. If customers interact with it, test whether they understand how to begin, what to expect and how to get help.

This is also where new value can emerge. A machine may make a new service possible while a person supplies the judgement, explanation or hospitality that makes the service worth paying for.

Compare more than machines

A fair comparison includes the current process, a simpler technology, a process redesign and the proposed AI approach. The aim is to understand which option best serves the purpose.

Consider the full operating picture:

• The task and conditions each option can handle.
• Setup, integration, training and ongoing support.
• The human effort needed during normal work and exceptions.
• Reliability, maintenance and what happens during downtime.
• The value created for the customer or organisation.

A lower purchase price can still lead to a more demanding operating model. An impressive capability can still be irrelevant to the task. The brief keeps the comparison honest.

Make the first test answer one question

A useful pilot is small enough to interpret. Agree on the task, the conditions and the measures before it starts. Specify who owns the test and which events require it to pause.

For a visitor experience, that might mean observing whether participants understand the interaction and whether staff can manage it consistently. For a physical task, it might mean recording completed attempts, interventions and recovery effort. These are illustrative measures, not universal benchmarks.

The result should support a decision: continue, modify the approach or stop. A pilot that shows an idea is unsuitable has still done useful work if it prevents a larger commitment based on the wrong assumption.

Keep the ambition commercial

Cost matters. So do capacity, quality, differentiation and the ability to offer something new. Giving those outcomes a place in the conversation makes the investigation more ambitious and more precise.

Akshar Technologies’s approach is to begin with that business possibility, then work backwards to the evidence and technology needed. The machine becomes part of a considered move in the business.

Further reading

The Australian Government’s National Robotics Strategy provides national context on robotics capability, adoption, responsible use and skills. It is a policy resource, not an endorsement of a particular supplier or project.

Explore the next decision

Discuss an AI advisory engagement to frame an opportunity, or explore physical AI before assessing a particular machine. For a team conversation, enquire about a leadership workshop.