Many organisations have already moved past the question of whether AI matters. The real question is what it can actually do in their specific context.

The AI Potential Assessment is a more comprehensive engagement designed to look properly at your business, uncover where AI could have the biggest impact, and assess how realistic those ideas are in practice.

It is part opportunity review, part feasibility thinking, and part implementation direction.

The outcome is not a pile of slides. It is a practical roadmap you can use.

For People Who

  • Want a more detailed review than a light-touch strategy session
  • Are considering several possible AI use cases
  • Need a clearer view of feasibility, risks, and readiness
  • Want actionable outputs to support internal planning and decision-making

What We Assess

  • Workflow inefficiencies and repetitive process pain
  • Manual admin and information-handling burdens
  • Decision points that could benefit from AI support
  • Customer-facing opportunities for smarter interaction
  • Data availability and system readiness
  • Operational, technical, and adoption constraints

What’s Included

  • Structured discovery across relevant parts of the business
  • Review of current processes, systems, and pain points
  • Identification and categorisation of AI opportunities
  • Assessment of likely feasibility and implementation complexity
  • Prioritisation based on business value and practicality
  • A roadmap with recommended next steps

How It Works

1

Discovery and context gathering

We speak to the right people, understand the workflows, and get a grounded view of how things operate today.

2

Opportunity mapping

We identify the use cases that appear most relevant across operations, customer interaction, administration, analysis, or internal tooling.

3

Feasibility review

We sense-check what is realistic based on your current systems, data, operational maturity, and deployment constraints.

4

Roadmap creation

We shape the findings into a practical plan, showing what could be done first, what could follow, and what may not be worth pursuing.

What You Walk Away With

A structured picture of AI opportunities

Prioritised, validated use cases

A practical roadmap for implementation

Clear understanding of feasibility and constraints

A stronger foundation for delivery decisions

Why Coal Face AI

This is not about telling you AI can do everything. It cannot.

It is about giving you a grounded view of where it could make a measurable difference, what the realistic path forward looks like, and where your time and money are best spent.