Find the AI opportunities worth building
The INSIGHT Programme helps you identify the workflows where AI can deliver real operational value.
What it's for
Most organisations do not lack AI ideas. The harder question is where AI can make a meaningful difference to the way the business actually works.
INSIGHT starts with your organisation rather than the technology. We look at real workflows, the people involved, the information and systems they rely on, the decisions they make, the exceptions they handle and the risks or constraints that matter.
The aim is to identify the opportunities worth pursuing, not create a longer list of possibilities.

Problems overcome
- Too many possible AI opportunities and no clear way to prioritise them
- Important workflows spread across people, systems, spreadsheets and individual knowledge
- Uncertainty about what an AI solution would actually need to do
- Investing time and money in ideas before proving they are worth building
What you get

Structured discovery, design and proof
The INSIGHT Programme is a structured discovery and design engagement that helps you understand which opportunities are genuinely worth taking forward.
We examine the strongest workflows in detail, assess the opportunities for value and feasibility, and develop the leading ideas into clear Application or platform concepts. Where it helps to prove the approach, we can also create working prototypes so you can see how a solution would operate before committing to a wider implementation.
What's covered
- Discovery of your workflows, people, systems, information and constraints
- Identification and prioritisation of the strongest operational opportunities
- Assessment of value, feasibility, risk, data and governance requirements
- Design of proposed Applications, workflows or wider platform concepts
- Working concepts or prototypes where they help validate the opportunity
How it works
We start by understanding how the work happens today, not by deciding in advance where AI should be used. We then identify the workflows with the strongest combination of operational value, feasibility and strategic importance.
The leading opportunities are developed further so you can understand what the solution would actually need to do, how people would interact with it, what information and systems it would use and where human control should remain.
Discovery and context
WHAT HAPPENS
OUTCOME
Opportunity mapping
WHAT HAPPENS
OUTCOME
Prototype build
WHAT HAPPENS
OUTCOME
Why it matters
By the end of INSIGHT, you have more than a list of AI ideas. You understand which opportunities are worth pursuing and what the strongest solutions would actually look like.
You have a clearer view of the workflows that matter, the problems worth solving, the Applications or platform concepts that could address them and the practical considerations around people, data, systems, governance and implementation.
Where prototypes have been developed, your team can react to something tangible rather than making a decision from a theoretical report. You can then decide what is worth building, what should wait and what should not be pursued at all.
How this enables the PRISM journey
- A clear understanding of the workflows and opportunities worth pursuing
- Prioritised Application or platform concepts linked to operational value
- Working prototypes where they help prove the proposed solution
- Clear requirements around data, systems, permissions, governance and human control
- An informed decision on what, if anything, should move into implementation
One pathway. Two steps.

1. Discover
INSIGHT gets inside the workflows that matter, identifies the strongest opportunities and develops the leading ideas far enough for you to understand what a useful solution would actually look like.

2. Act
When an opportunity is worth taking forward, AIMAI designs and implements the agreed solution using PRISM as the governed infrastructure underneath it.
That may be an individual Application or a wider Custom Operating Platform, depending on the operational requirement.
Straightforward pricing
Pricing is designed to make it easy to explore the right opportunities before committing to a wider implementation. The INSIGHT Programme is a one-off £3,500 + VAT engagement focused on understanding the work, prioritising the strongest opportunities and designing what is worth taking forward.
INSIGHT Programme
A structured discovery and design engagement to identify where AI can create meaningful operational value and develop the strongest opportunities into practical solution concepts.
- Workflow discovery
- Opportunity prioritisation
- Application designs
- Prototype development
- Implementation recommendations
PRISM Platform
Your dedicated governed environment for organisational AI, bringing Chat, knowledge, Applications, permissions and ongoing support together in one place.
- Dedicated client infrastructure
- Unlimited users and usage
- User permissions and control
- Organisation knowledge and chat
- Ongoing support and improvements
Custom Applications
Custom operational software designed around a specific workflow, combining information, business rules, AI, human decisions and existing systems into one repeatable process.
- Designed around your workflow
- Rules and approvals built in
- Connects people, information and systems
- Human control where it matters
- Developed through real use
All prices exclude and are subject to VAT. We also offer a partnership model for service providers who want to package PRISM into a recurring client offer.
