NAICS 541720

Move From AI Implementation → To Research-Informed Solutions Designed for Your Context

Sometimes an organization needs more than an established learning experience or cohort-customized professional development.
Jordan Nuance LLC partners with organizations facing questions about AI literacy, prompt engineering, AI-supported workflows, education, and implementation that require deeper investigation and original design.
These engagements combine research, instructional design, development, and implementation to help organizations understand their context and build solutions responsive to the people they serve.

Our Approach

At Jordan Nuance LLC, research is not just data collection. It is a process of cultural translation, meaning-making, and community engagement.
We use qualitative and mixed-methods research grounded in equity and humanistic philosophies to translate lived experiences, organizational needs, and evidence into actionable strategies.
Our approach is:
  • Culturally responsive — centering historically excluded voices and communities.
  • Philosophically grounded — drawing from African, Afrocentric, feminist, and decolonial frameworks.
  • Research-informed — using appropriate qualitative and mixed-methods approaches to understand complex problems.
  • Action-oriented — translating findings into learning experiences, resources, strategies, and implementation plans organizations can use.
Three professionals sit together at a round table in a bright, modern workspace, collaborating with laptops and notebooks. A large sign in the background reads “community first,” reinforcing the spirit of shared purpose and engagement.
Community-centered research — fostering collaboration that translates shared experiences into actionable insights for lasting impact.

From Research → To Design → To Implementation

Depending on the engagement, Jordan Nuance LLC may help your organization:
  • Investigate how people currently understand, experience, or use AI.
  • Identify AI literacy, prompt engineering, learning, or workflow needs.
  • Examine barriers, opportunities, and organizational readiness.
  • Gather insights through interviews, focus groups, surveys, document analysis, or other appropriate methods.
  • Translate findings into organization-specific learning experiences, resources, frameworks, or implementation strategies.
  • Develop approaches for evaluating learning, adoption, and impact.
The goal is not research that sits on a shelf.
The goal is evidence that informs what your organization does next.

Philosophically Grounded. Culturally Responsive.

Jordan Nuance LLC draws upon research traditions and frameworks that recognize communities as knowledge holders—not simply subjects of study.

Ubuntu / Bumuntu

"I am because we are"
​An emphasis on community, moral character, and interconnectedness as foundations for ethical research and design.​
-Mbiti, 1969; Nkulu-N'Sengha, 2005

Afrocentricity

​Centers African agency and perspectives, positioning communities as subjects of their own narratives rather than objects of study.
​​-​Molefi Asante, 1998

Cultural Model Approach

Challenges dominant paradigms by recognizing diverse cultural models of being, knowledge, and identity.​
-Sylvia Wynter, 1992

Bwino ​

Frames knowledge as holistic, embodied, and connected to well-being and balance.​
​-Nkulu-N'Sengha, 2005
A group of four professional women sit together at a conference table, smiling and engaged in discussion with notebooks and laptops open. A colorful quilt with portraits hangs on the wall behind them, adding cultural context to the modern meeting space.
Collaborative knowledge in action — blending cultural wisdom, professional expertise, and qualitative insight to drive meaningful research and development.

Black Feminist, Decolonial & Participatory Approaches

Recognize lived experience, intergenerational knowledge, care, reciprocity, power, and community participation as important dimensions of inquiry and design.

Research & Analysis Capabilities

Methods are selected according to the question, context, and intended use of the research and may include:
  • In-depth interviews
  • Focus groups and community dialogues
  • Observations and field notes
  • Participatory co-design
  • Document, curriculum, policy, and media analysis
  • Case study research
  • Survey design and implementation
  • Thematic and narrative analysis
  • Critical discourse analysis
  • Comparative and longitudinal analysis
  • Descriptive and inferential quantitative analysis
  • Program evaluation and impact assessment
  • Data visualization and reporting
Where appropriate, qualitative and quantitative evidence can be integrated to examine patterns, experiences, and context from multiple perspectives.

Research That Leads to Something

Depending on the engagement, deliverables may include:
African American and Latina researchers in analyzing data together at a table with laptops, sticky notes, and diagrams on wall, collaborative workspace
Transforming complex data into actionable insights — combining qualitative depth with quantitative evidence to guide strategy and innovation.

Research & Strategy

Research plans, instruments, findings, executive briefs, recommendations, and implementation roadmaps.

AI Learning & Implementation Resources

Organization-specific AI literacy resources, prompt frameworks, learning experiences, toolkits, workflow guides, and implementation materials.

Evaluation & Measurement

Evaluation frameworks, KPIs, logic models, pre/post assessments, and approaches for monitoring learning and implementation.

Communication & Knowledge Translation

Understanding changes and impact over time across different contexts and populations.

Experience Behind the Work

$20M+

Research Portfolio

Federal and private funding directed with measurable return on investment

100+

Institutions

National initiatives delivered with documented outcomes

2023

​Award Year

Outstanding Dissertation in Learning Technologies for qualitative research innovation
*Dr. Jordan's CV & Capacity Statement available on request.

Areas of Application

Custom research, development, and implementation engagements may address:
  • AI literacy and responsible AI integration
  • Prompt engineering and AI-supported workflows
  • Digital equity and technology integration
  • Higher education and workforce development
  • Broadening participation in computing and STEM
  • Culturally responsive learning environments
  • Program evaluation and impact assessment

When Custom R&D Is the Right Fit

This level of engagement is designed for organizations whose needs extend beyond an established AI learning experience or cohort-customized implementation.
Your organization may have a question that needs to be investigated, a problem that needs to be better understood, or an AI learning or implementation approach that does not yet exist.
That is where research and design begin.

Partner With Jordan Nuance LLC

Bring the question, challenge, or opportunity.
Jordan Nuance LLC brings the research, instructional design, cultural responsiveness, and AI literacy expertise to investigate what is happening, determine what your people need, and translate those insights into an approach your organization can put into practice.

Let's Co-Design Your Next AI R&D Project
African American woman researcher presenting deliverables to clients, with Latina colleague, professional office setting with research materials and digital displays.
From dashboards to executive briefs — translating research findings into clear, actionable deliverables that inform decisions and drive impact.