The AI ROI Problem Nobody Talks About

Sandton, June 30, 2026

Organisations across South Africa are investing in ChatGPT, Microsoft Copilot and other artificial intelligence technologies expecting productivity improvements, time savings and measurable business value.

Yet months later, many management teams find themselves asking the same question: Where is the ROI?

According to Arnold Muscat, Director of College Africa Group, one of the biggest reasons may be hiding in plain sight.

Microsoft Outlook.

"Many organisations are looking for AI to solve productivity problems that actually originate in Outlook, workflows and core business skills. Managers often spend hours every day managing email, meetings and information, yet many employees are still not using basic Outlook productivity features. Before buying more AI licences, organisations should understand where time is being lost and how productivity improvements will be measured."

The Most Overlooked Productivity Tool In The Business

Managers, administrators and knowledge workers spend a significant portion of their working week:

Managing email

Responding to requests

Coordinating meetings

Searching for information

Following up on actions

Organising communication

Despite this, many employees still do not use Outlook features such as:

Rules

Quick Steps

Categories

Search Folders

Scheduling Assistant

Tasks and Flags

These features can often save hours each week without requiring any additional software investment.

Yet organisations frequently focus on purchasing new technology before ensuring employees are making effective use of the tools they already have.

Buying AI While Ignoring Outlook

Many organisations are investing in:

ChatGPT

Microsoft Copilot

AI subscriptions

AI training programmes

while overlooking productivity opportunities already available within Microsoft 365.

In many cases, improving Outlook skills can deliver immediate productivity gains long before additional AI licences generate measurable returns.

"If employees spend several hours every day managing email inefficiently, AI alone is unlikely to solve the problem. In many organisations, improving Outlook productivity can deliver measurable time savings before additional AI licences are purchased."

Arnold Muscat, Director, College Africa Group

AI Makes Outlook More Important — Not Less

AI can:

Draft emails

Summarise conversations

Generate meeting notes

Suggest responses

Assist with communication

However, employees still need to:

Organise information

Manage priorities

Maintain workflows

Track commitments

Control communication

AI enhances Outlook.

It does not replace Outlook.

As AI becomes more integrated into Microsoft 365, employees who understand Outlook are often better positioned to benefit from AI capabilities.

The Same Challenge Exists With Excel

A similar pattern exists with Microsoft Excel.

AI can assist with:

Formula suggestions

Reporting

Data summaries

Analysis

However, AI cannot replace validation.

Employees still require the skills necessary to:

Verify calculations

Identify errors

Validate outputs

Interpret business information

Apply professional judgement

"The greatest AI ROI is often achieved when organisations combine AI adoption with stronger Outlook productivity, better Excel skills and a clear understanding of how work is actually performed. Technology matters, but people, processes and skills ultimately determine the outcome."

Arnold Muscat, Director, College Africa Group

Why AI ROI Is Difficult To Measure

Many organisations never establish a baseline before implementing AI.

As a result, they struggle to determine whether productivity has improved.

Before implementing AI, organisations should consider measuring:

Time spent managing email

Time spent preparing reports

Time spent searching for information

Time spent managing meetings

Time spent creating recurring documents

Without measurement, ROI becomes difficult to quantify.

The Organisations Seeing Results Are Doing Things Differently

Leading organisations are increasingly focusing on:

AI Workflow Discovery

Outlook productivity

Excel capability

Workflow analysis

AI adoption

Governance

Change management

before expanding AI investments.

Rather than asking:

"Which AI tool should we buy?"

They are asking:

"Which business problems are we trying to solve?"

This approach often leads to stronger adoption, better governance and more measurable business outcomes.

A Better Approach To AI ROI

The organisations achieving the greatest return on investment are often those that recognise a simple reality:

AI adoption is not just about technology.

It is about understanding workflows, improving Outlook productivity, strengthening Excel capability and helping employees work more effectively.

The greatest AI ROI is often achieved when organisations combine AI adoption with stronger core skills and a clear understanding of how work is actually performed.

Read the Full Article

Organisations looking to improve AI adoption, strengthen Microsoft Copilot implementation and identify practical productivity opportunities can read:

AI Workflow Discovery: Before Buying More AI Licences, Ask These 15 Questions

https://collegeafricagroup.com/ai-workflow-discovery-checklist/

The article includes a free AI Workflow Discovery Checklist designed to help organisations assess AI readiness, identify productivity opportunities and evaluate potential ROI before investing in additional AI licences.

About College Africa Group

College Africa Group helps organisations identify practical AI opportunities through AI Workflow Discovery, AI Adoption Assessments, Microsoft Copilot Consulting, ChatGPT Consulting and AI Strategy Consulting.

Contact

Arnold Muscat

Director – College Africa Group

+27 (0) 83 778 4903

This email address is being protected from spambots. You need JavaScript enabled to view it.

https://www.collegeafricagroup.com