AI Strategy & Advisory helps a business decide where AI deserves attention, what value is plausible and which questions must be resolved before committing resources.
Interest in AI can begin with a technology, a competitor announcement or a broad ambition. However, a useful strategy begins with the business. It identifies the opportunity or operating problem, the people affected, the evidence available and the conditions required for responsible use.
AI Strategy & Advisory brings together the Marketways services that define an AI opportunity, test whether the proposed investment is worthwhile and determine how the existing process may need to change. The combination depends on the maturity of the idea. Not every organisation needs every service.
When to use this AI service
- Leaders want to identify where AI could create useful business value rather than assemble a list of technologies.
- Several possible AI initiatives are competing for attention and investment.
- A proposed AI initiative depends on assumptions about demand, cost, capacity or workflow improvement.
- The organisation needs a practical sequence for investigating opportunities before selecting or implementing a system.
Related services
- Opportunity Discovery
Frames plausible AI-enabled opportunities and the business assumptions that deserve investigation.
- Business Feasibility Study
Examines whether a defined AI-enabled proposition could operate successfully and warrant the required investment.
- Process & Workflow Analysis & Redesign
Establishes how work currently happens and where AI or automation may support a better process.
No predetermined solution
AI Strategy & Advisory tests whether AI is an appropriate response to the business problem. It helps the business determine where AI is relevant, where another change may be more useful and which uncertainties must be resolved before action.
Related AI services
The Services catalogue defines the underlying consultancy services across Business Opportunities, Business Efficiency and Business Threats. AI Solutions shows how those services apply when AI forms part of the opportunity or solution. For example, a business seeking greater asset efficiency can examine whether predictive maintenance or another AI-enabled approach improves the operation.
Guides for business leaders
Use these guides to examine the opportunity, implementation decision or operating question in more detail.
How to Use AI in Business: A Practical Guide for Business Leaders
A business does not begin using AI by choosing a tool. It begins by identifying a valuable decision or operating problem, establishing whether AI is suitable and designing the operating process, controls and measures around the solution.
Where Can AI Create Business Value? An Opportunity Map for Leaders
Begin with the business problem. The problem may require a team to interpret documents or images, anticipate demand or failure, detect important exceptions, compare constrained choices, coordinate changing tasks or create a new proposition. An AI opportunity exists only when one of these capabilities improves a measurable outcome at an acceptable cost and risk.
How to Identify AI Use Cases in Your Business
Useful AI use cases are found by examining business outcomes, decisions, workflows and evidence. This guide gives leaders a structured way to find candidates without beginning with a list of tools.
How to Prioritise AI Use Cases by Value, Feasibility and Risk
AI use cases should be compared on the value they may create, the conditions required to implement them and the risk created by acting on an unreliable result. One simple score cannot represent all three.
Which AI Solution Does Your Business Need? A Non-Technical Guide
The right AI solution depends on the task. Business leaders should distinguish reporting, rules, predictive models, optimisation, generative AI, computer vision, AI workflows and agents before choosing a product or architecture.
Is Your Business Ready for AI? A Practical Readiness Assessment
AI readiness is the ability to test and operate a defined use case responsibly. It depends on the business question, workflow, evidence, systems, people, governance and operating ownership rather than one organisation-wide maturity score.
Should You Build, Buy or Partner for an AI Solution?
The build, buy or partner decision depends on strategic differentiation, solution fit, data and integration, control, capability, operating responsibility and total cost. Many businesses need a deliberate combination.
How to Build an AI Business Case: Costs, Benefits and ROI
An AI business case should explain how the solution changes a business result, what the complete operating change costs, which assumptions drive value and what evidence will be required before further investment.
AI Implementation Roadmap: From Business Opportunity to Production
An AI implementation roadmap sequences the decisions and evidence required to move from a business opportunity through solution design, pilot, controlled deployment and managed operation.