Every AI journey starts with knowing where you stand.
A Data & AI Maturity Assessment that defines the path to thrive in the AI era.
AI is changing the competitive landscape, yet most organizations still struggle to translate potential into performance. The global surge in Data & AI investments has sparked an innovation race, but many companies are still uncertain about where they stand in their journey, or how to evolve toward measurable business impact.
64%
CEOs admit their companies deploy AI without a defined ROI framework
49%
AI leaders struggle to demonstrate tangible business value
88%
AI pilots never reach production
95%
of organizations report no meaningful return in investment in GenAI
Ungrounded in robust data foundations or aligned with business KPIs, what appears like innovation on paper can easily become a sunk cost initiative.
* IBM 2025, Gartner 2024, IDC 2025
Data & AI Maturity Asessment
The strength of AI lies in a solid data foundation
Wiimer's Data & AI Maturity Assessment helps organizations bridge that gap, providing a clear, evidence-based diagnosis of where they stand today and a roadmap toward a more data-centric, insight-driven, and AI-enabled future. More than a diagnostic tool, Wiimer's approach is a transformation catalyst.
Combining deep technical expertise with strategic consulting, we assess how data, governance, and AI capabilities align with the organization’s business objectives. Our methodology follows a structured, ISO- and DAMA-aligned process that evaluates the organization across critical dimensions of data and AI maturity.
Understanding the context
A deep dive into the organization's business strategy, data landscape, and organizational structure.
Operating model characterization
Analysis of how data and AI are embedded in the processes, teams, and decision-making.
Diagnosis
Interviews and data & AI process analysis evaluating data management, analytics, and AI practices. Assessment covers around 150 attributes across four critical dimensions:
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Policies and strategies
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Organization and skills
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Technology and data
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Decision making
Data & AI Maturity level
Classification of current data and AI maturity level using a standard scale. Performing a gap analysis to compare current and expected maturity levels across all dimensions.
Impact Assessment
Evaluation of how each attribute affects business performance, through a design thinking session with key leaders.
Prioritization model
Evaluation and prioritization of transformation initiatives considering both potential impact and implementation effort.
Strategic Roadmap
A tailored roadmap that helps organizations evolve from where they are today to a scalable, data-driven, and AI-powered future.
Key deliverables
A clear diagnosis of Data & AI maturity level
A gap analysis between current and target maturity
A prioritized portfolio of initiatives, ranked by impact and feasibility
Recommendations for governance, reskilling, and team reorganization
A strategic roadmap for sustainable Data & AI transformation
At Wiimer, we bring data, governance, and technology together to turn AI investments into business performance.
Combining analytical rigor with strategic insight, we help organizations move forward from experimentation to real Data & AI transformation.
The Data & AI Maturity Assessment provides a factual view of where your organization stands and a clear path to evolve.
