What should AI do?
Where can AI meaningfully augment or automate work?
Executive advisor · Educator · Responsible AI
Responsible AI for
Business & Leadership
Helping organizations determine what AI should do, what humans must remain accountable for, and how leaders manage risk, trust, culture and competitive advantage.
StrategyAccountabilityHuman judgment
The leadership challenge
AI changes more than technology. It changes how organizations make decisions.
What must remain human?
Where are judgment, accountability, creativity, relationships and contextual understanding essential?
Who is responsible?
How should organizations govern AI-assisted decisions, risk and consequences?
How does responsible adoption create advantage?
How can organizations build trust, improve decision quality and innovate responsibly?
Advisory areas
Leadership clarity for consequential AI decisions.
Strategic counsel for organizations moving from experimentation to responsible, enterprise-wide adoption.
AI Strategy & Responsible Adoption
Determine where AI creates meaningful value, where automation is appropriate, and where human judgment must remain central.
Governance, Risk & Human Accountability
Clarify responsibility, oversight and accountability around AI-assisted decisions.
Leadership, Culture & Trust
Manage the human and organizational consequences of AI transformation.
Decision framework
A Decision Framework for Responsible AI
A disciplined path from the real organizational challenge to a clear, accountable course of action.
01Frame
Frame the real problem.
Identify the business challenge, stakeholders, assumptions, incentives and organizational dynamics before deciding how AI should be used.
02Evaluate
Evaluate choices and consequences.
Assess where AI creates value, where human judgment remains necessary, potential risks and stakeholder impacts.
03Define
Define the path forward.
Establish decision rights, safeguards, accountability, implementation priorities and measures of success.
Evaluation lens
A Leadership Lens for Evaluating AI Systems
Examine the system and its implications before deciding what leadership should do next.
01
Architecture
How does the system work?
Data · Models · Algorithms · Incentives · Workflows
02
Responsibility
Who decides, and who remains accountable?
Authority · Oversight · Judgment · Ownership
03
Consequence
What happens because the system exists?
People · Trust · Culture · Performance · Society
Architecture · Responsibility · Consequence helps leaders examine the AI system and its implications.
×Frame · Evaluate · Define guides the leadership decision about what to do next.
Human accountability
Human Accountability in an AI-Mediated World
As AI increasingly recommends, predicts, generates and decides, one of the most important leadership questions is not simply what machines can do.
It is what humans remain responsible for.
Responsible AI requires organizations to define where judgment, accountability, creativity, empathy and contextual understanding must remain human, and to design systems that strengthen rather than quietly replace those capabilities.
About
MA
About Marcela Amiune
Marcela works at the intersection of artificial intelligence, business strategy, communication and human behavior.
Her perspective combines experience across global business and brand strategy, communications, executive coaching, cultural intelligence, behavioral research, graduate education, Responsible AI and algorithmic influence.
Her work explores not only what AI can do, but how leaders exercise judgment, accountability and responsibility around it.
Executive advisorUniversity educatorBehavioral researcherGlobal strategist
Thought leadership
Ideas for leading responsibly in an AI-shaped world.
Research, teaching and conversations on the decisions shaping business, institutions and society.
The New Architecture of Accountability
How AI changes decision rights, oversight and responsibility.
Coming soon ↗When Systems Shape Human Judgment
Exploring how algorithmic systems influence attention, choice and behavior.
Coming soon ↗Leading Through AI Transformation
A practical curriculum for leadership teams navigating responsible adoption.
Coming soon ↗Begin the conversation
AI strategy begins with better decisions.
For organizations and leaders navigating AI adoption, governance, transformation and human accountability.
Start a conversation ↗Based in Los Angeles, California