Identify, prioritise and turn AI opportunities into a roadmap
Artificial Intelligence opens up numerous opportunities for transformation, but not all use cases deliver the same value or have the same readiness for production. As initiatives multiply, organisations need to decide where to focus their efforts: which problems are worth solving with AI, which use cases offer the greatest potential, and which are ready to become early examples of successful adoption.
Through our AI Assessment and Consulting services, at Evolutio we help identify and analyse these opportunities to establish priorities and define an initial use case roadmap aligned with your organisation’s objectives and capabilities.
Turning opportunities into value
From AI potential to use cases that deliver impact
The starting point should be your organisation’s needs and opportunities, rather than technology. Processes involving extensive manual work, access to and analysis of large volumes of information, interactions with customers and employees, or activities that require coordinating information and actions across different systems can all create opportunities to apply AI.
The challenge is to turn these opportunities into specific, comparable use cases and determine which should move forward first.
Our assessment approach evaluates use cases through a combined view of value, feasibility and potential to evolve, avoiding fragmented efforts across isolated initiatives or those that are difficult to scale.
From potential to use case
We identify where AI can deliver the greatest value and prioritise initiatives with the strongest impact and potential to scale.
Setting priorities
Assess and prioritise to decide where to start
We analyse the identified use cases to establish priorities and guide your first AI initiatives.
We assess the use case’s potential to improve processes, productivity, experience or decision-making, and its alignment with your organisation’s priorities.
We analyse the use case’s technology requirements: data, integrations, models, platforms and infrastructure.
We consider information sensitivity, the potential impact of AI, and security and control requirements.
We assess dependencies on systems, data and processes, and the conditions required to bring the initiative into production.
We analyse whether the use case can generate lessons, capabilities or reusable patterns for future AI initiatives.
Finding value for your organisation
Flagship use cases: start where AI can demonstrate its value
Among the opportunities identified, certain cases can serve as flagship use cases: priority initiatives that begin to put your AI strategy into practice and build experience to support its further development.
Selecting a flagship use case goes beyond choosing the most ambitious initiatives. It should combine value for your organisation, feasibility and the potential to generate lessons that can be applied to subsequent initiatives. Assessing it also helps identify the capabilities needed to move forward: data and integrations, models and agents, infrastructure, security and control mechanisms.
In this way, the first use cases help address a specific need while also establishing the foundations for progressively broader AI adoption.
Connecting business priorities
From a portfolio of opportunities to an initial AI roadmap
Prioritisation turns a set of opportunities into a sequence of actions. Based on the use cases assessed, at Evolutio we help define an initial use case roadmap to guide which initiatives to address first and how to develop them progressively.
The roadmap connects business priorities with the technology requirements needed to move forward, taking into account dependencies between use cases and the capabilities that need to be developed. The aim is to provide clear direction, turning multiple ideas and initiatives into an initial plan for AI development that is coherent, prioritised and focused on delivering value.