Strategy and decisions
How clearly do leaders understand current use, opportunity, tradeoffs, priorities, investment, and organizational responsibility?
RUDI Research · In Development
A regional research initiative designed to understand how prepared Greater Cincinnati organizations are to adopt and implement AI—and what leaders, institutions, and the ecosystem should do next.
The research question
Not whether people have tried a chatbot. Whether organizations have the leadership alignment, workforce capability, workflows, technology, data, culture, governance, and operating capacity to turn AI into responsible value.
How clearly do leaders understand current use, opportunity, tradeoffs, priorities, investment, and organizational responsibility?
What are employees using, what can they do, where do needs differ by role, and what conditions support sustained practice?
Where is AI changing tasks and processes, which applications are creating value, and where does human judgment remain essential?
What tools, access models, information sources, integration patterns, and technical constraints shape use?
How are organizations handling policies, privacy, verification, oversight, vendors, risk, accountability, and incidents?
What shared resources, partnerships, talent, research, programs, and institutional coordination would accelerate readiness?
Proposed evidence model
The first edition is intended to combine several forms of evidence rather than rely on a single self-reported survey.
A structured instrument capturing current activity, readiness conditions, capability, governance, adoption, and leadership priorities.
Qualitative interviews examining decisions, barriers, use cases, organizational dynamics, and emerging needs.
A smaller set of readiness assessments and engagement evidence to test and enrich the regional patterns.
Intended outputs
A clear account of regional readiness, patterns, gaps, strengths, and priority actions.
A concise view of what organizational leaders should understand and prioritize.
Where sample size and evidence support it, analysis of meaningful differences across sectors or organization types.
A working conversation that turns findings into commitments, partnerships, programs, and continued learning.
Ways to participate
Contribute organizational survey data, nominate an executive interview, or explore a deeper readiness assessment.
Associations, chambers, industry groups, universities, and public institutions can help reach organizations responsibly.
Funders and sponsors can help underwrite participation, analysis, convening, or access for mission-driven organizations.
Tell RUDI whether you are interested in participating, partnering, sponsoring, contributing expertise, or receiving research updates.