Systems Thinking • AI Readiness • Human Trust
Build data and AI transformation that people can trust—and organizations can sustain.
Dr. Christina Sandema-Sombe helps leaders connect data and AI strategy with governance, organizational culture, workforce capability and human trust. Her practitioner-led approach helps organizations move beyond good intentions and technology-centered solutions toward responsible adoption and measurable value.
Award-Winning Data Leader • Practitioner • Researcher • Creator of TrustInfra™, CIQ™ and the REACT Model™
Where Code Meets Culture
Transformation becomes sustainable when technology and humanity are designed together.
Organizations are moving quickly to adopt data, analytics and AI. Yet many struggle to achieve adoption, demonstrate value, establish accountability or earn trust.
Christina examines the complete system surrounding technology: leadership decisions, governance, data practices, workforce readiness, organizational culture and the experiences of the people expected to use and sustain it.
As a systems thinker and practitioner, she helps leaders understand how decisions across technology, governance, culture, skills and organizational design interact to shape outcomes.
Readiness
Determine whether the leadership, data, governance and workforce conditions necessary to move forward responsibly are in place.
Trust
Design transparency, accountability, participation and responsible practices into the operating environment.
Sustainable Value
Connect strategy with execution, evidence, learning and continuous improvement.
Explore the Possibilities
Different ways to turn insight into action
Engage Christina for an event or organizational initiative—or access practical learning experiences and tools designed for independent and team use.
Live Engagements
Speaking & Events
Keynotes, executive briefings, panels and facilitated workshops that connect data and AI with leadership, governance, culture and human trust.
Explore SpeakingAdvisory Support
Organizational Solutions
Advisory services, assessments and activation programs for organizations navigating AI readiness, governance, stewardship, literacy and transformation.
Explore Organizational SolutionsSelf-Paced Education
Courses & Learning
On-demand courses and guided learning experiences that help professionals and teams develop practical data and AI capability at their own pace.
Explore CoursesTools and Downloads
Products & Resources
AI-enabled products, assessments, calculators, templates and implementation resources that help leaders move from questions to informed action.
Explore Products and ResourcesPractitioner-Led Perspective
Experience across global impact, consulting and enterprise leadership
Christina’s perspective is informed by work inside mission-driven, advisory and global enterprise environments—not theory alone.
CARE International
Christina’s global impact and performance-management systems work reinforced the importance of context, participation, meaningful evidence and organizational purpose.
Deloitte
Over nine years in management consulting, Christina deepened her experience in organizational complexity, global taxonomy, reference data, operating models and enterprise transformation.
Nike
As Chief Data Steward, Christina helped advance data stewardship, governance, accountability and organizational engagement within a complex global enterprise.
These experiences shape an approach that is both strategic and grounded in implementation. Transformation must work not only in a framework or presentation, but within real organizations involving competing priorities, complex systems and people being asked to work differently.
Original Intellectual Property
A systems-level approach to responsible data and AI transformation
Christina’s framework ecosystem connects high-level questions about trust and readiness with strategic, administrative and cultural pathways for practical organizational action.
Human Trust
TrustInfra™
A framework for examining and strengthening the organizational infrastructure on which human trust depends.
Cultural Intelligence
CIQ™
A human-centered lens for understanding the cultural and organizational intelligence required for data and AI transformation.
Organizational Action
REACT Model™
A connected system of strategic, administrative and cultural frameworks designed to support repeatable implementation.
Learn • Assess • Apply
Practical resources for turning complex challenges into informed action
Not every next step requires a consulting engagement. Courses, assessments and digital resources provide accessible ways to build knowledge, examine readiness and apply people-centered data and AI practices.
On-Demand Learning
AI Ready Pro
A practical learning pathway for understanding the organizational foundations of AI readiness and making more informed decisions about adoption, governance and implementation.
Explore AI Ready ProAssessments and Tools
Data & AI Readiness Resources
Practical assessments, calculators and decision-support resources for examining readiness, critical data, governance, stewardship and organizational capability.
Explore Tools and AssessmentsData and AI Literacy
Datum Café
Accessible learning experiences and resources that help people build the language, confidence and practical understanding needed to participate in data and AI conversations.
Visit Datum CaféFeatured Keynote
GDS Data & Analytics Insight Summit
2024
Featured Keynote
People: The Linchpin of Successful Outcomes with Data
Delivered at the GDS Data & Analytics Insight Summit, 2024
Organizations continually introduce new data platforms, analytics capabilities and AI tools, yet many still struggle to generate adoption, scale and sustainable business value.
This keynote explores why business engagement, data fluency and literacy, and an organizational culture prepared for change are essential to successful outcomes.
Recognized Perspective
Recognized across the data, AI and technology leadership community
Christina’s practitioner-led work has been recognized across data, artificial intelligence, governance, behavioral science, transformation and technology leadership.
Thinkers360 Multi-Category Recognition
In 2025, Thinkers360 recognized Christina across nine categories, including Top 10 recognition in AI Ethics, AI Governance and Behavioral Science; Top 25 in Transformation; Top 50 in IT Leadership and Legal and IP; and Top 100 in Big Data, EdTech and Retail.
Additional recognition includes Top 10 Global Data Innovator and AI100 honors in 2024, along with DataIQ100, Leading Influencers North America and CDO Magazine Global Data Power Woman recognition.
Christina has served as an Editorial Board Member for CDO Magazine since 2023 and contributes executive perspectives through publications including CIO.
Credentials
Research, professional practice and continued learning
Latest Thinking
Ideas for leading at the intersection of technology and humanity
Explore Christina’s articles, interviews, research and practical perspectives on the forces shaping data and AI transformation.
The human consequences of AI disruption
Explore how AI decisions affect employees, consumers, organizations, communities and the wider economy.
Read the PerspectiveMoving governance from intent to action
Examine the leadership, accountability and operating conditions required to make governance work in practice.
Explore the InsightTurn new understanding into practical action
Continue learning through courses, assessments, templates and decision-support resources.
Explore Courses and ResourcesChoose Your Next Step
Ready to move beyond good intentions?
Build trustworthy, people-centered data and AI systems that create meaningful organizational value. Bring Christina’s perspective to your audience, explore support for your organization or begin with an on-demand course, assessment or practical resource.