
MICAI 2026
25th Mexican Internacional Conference on Artificial Intelligence
Workshop
From AI Research to Real-World Adoption:
AI Systems, Governance, and Organizational Transformation
A workshop where researchers and practitioners share methods, frameworks, case studies, and real-world experiences to bridge the gap between AI research and successful organizational adoption.









ESSENTIAL INFORMATION
Workshop Overview
November 2–6, 2026
Dates
Chihuahua, Mexico
Location
Springer LNAI (Scopus / DBLP indexed)
Proceedings
About the Workshop
This workshop proposes a comprehensive interdisciplinary forum that connects Artificial Intelligence research, real-world AI systems, governance, organizational adoption, and sustainable value creation. It is designed for researchers and practitioners interested in how AI systems move from controlled experiments and promising prototypes into operational, institutional, industrial, governmental, educational, and organizational environments.
Artificial Intelligence is increasingly being embedded into products, services, decision processes, operations, public systems, and enterprise workflows. However, the successful implementation of AI requires more than model accuracy or technical feasibility. Real-world AI systems must be framed, evaluated, monitored, explained, governed, adopted, and improved over time. They must interact with data quality constraints, legacy systems, human decision-makers, institutional rules, risk management practices, business priorities, organizational cultures, and public expectations.
The workshop integrates two complementary perspectives. The first emphasizes real-world AI systems, deployment, technical evaluation, system integration, governance, accountability, and responsible AI. The second emphasizes AI adoption, governance operating models, organizational readiness, Centers of Excellence, change management, capability development, AI maturity, and value realization. Together, they provide a more complete view of the AI lifecycle from research to real-world impact.
The workshop will invite original research papers, applied case studies, position papers, conceptual frameworks, methodologies, industrial experience reports, and invited contributions from experts working at the intersection of AI research, implementation, governance, and organizational transformation.
Contribute to the Workshop
Present your latest research, practical experiences, and innovative approaches that bridge AI research and real-world organizational adoption.
GAIN Governance, AI & Innovation
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About
Topics
Program
Organizers
Committee
Call for Papers
Inquiries
yoko@akuniaglobal.com
Submission Desk:
yoko@akuniaglobal.com
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