Ten questions place your organisation on AIM Research's Strategic Intent Ladder — from cost optimisation to AI as the enterprise — with stage-specific next steps from our analysts.
The AI Intent Diagnostic measures the strategic role of artificial intelligence in your organisation, rather than the number of pilots you have launched. Its ten questions examine investment goals, ownership, success measures, customer value, commercial models, data foundations and partner selection. Together, these answers locate your current intent on a five-stage ladder and connect that result to relevant PeMa research.
Cost optimisation is the first stage: AI reduces hours, operating costs and repetitive work within existing activities. Process reinvention moves beyond individual tasks to redesign workflows, improving speed and quality across functions. Product differentiation brings AI into the features and experiences customers buy, making innovation and adoption central measures of progress.
Business model reinvention changes how the organisation earns revenue through new offers, pricing or outcome-based relationships. At AI as the enterprise, intelligence becomes the operating model across the business, with enterprise governance, shared data and strategic partnerships supporting that ambition. These stages describe different intentions, not a universal requirement to reach the final stage.
The diagnostic is for CIOs, technology and data leaders, business-unit owners and teams planning their next AI investment. Answer for the organisation you are assessing today, not the future you hope to build. Your result offers a starting point for comparing priorities, discussing ownership and selecting research markets to investigate. It is a self-assessment, not an independent audit of capability or delivery performance. Use it alongside vendor evidence, internal benchmarks and an analyst conversation before making a shortlist or committing budget to a major programme.