Speaking & Keynotes
Two decades where technologymeets human behavior.
Human-Machine Trust Architect · Enterprise AI Strategist · Latino Tech Leader
I've spent two decades inside enterprise organizations watching the gap between what AI promises and what people can actually trust — and building the frameworks to close it. Through Solaryn Advisory and on stages across the country, I translate that practitioner experience into something audiences can use: a clear-eyed blueprint for AI transformation that doesn't treat trust as a footnote.
Three verticals, one through-line
AI transformation, human trust, and underrepresented leadership in tech — explored as interconnected problems with structural solutions.
Enterprise AI Transformation
From pilot to policy: what enterprise AI transformation actually costs
Most AI pilots fail — not because the model was wrong, but because the organization wasn't ready. A clear-eyed framework for measuring AI readiness, sequencing adoption, and protecting trust throughout the transition.
Enterprise AI Transformation
The agentic enterprise: designing for AI that acts, not just answers
Agentic AI changes the relationship from query-response to delegation. What it means for organizations to hand tasks to AI agents — and how to govern that handoff without losing accountability.
Human-Machine Trust
The human-machine trust gap: why AI adoption fails and what leaders can do
Trust is not a feature — it's a precondition. The Trust Architecture framework: the four levers leaders must pull to close the gap between AI capability and human confidence.
Human-Machine Trust
Governing AI agents: accountability in systems that act without asking
Autonomous AI agents create a governance vacuum. How enterprise and government leaders can build oversight frameworks that scale with autonomous AI without grinding innovation to a halt.
Latino Leadership in Tech
Building AI fluency in underrepresented communities: a Latino leader's blueprint
AI is not evenly distributed — and neither are its risks. This bilingual keynote speaks directly to Latino professionals about AI literacy, navigating AI-driven systems, and leading from every seat in the room.
Latino Leadership in Tech
Soy el arquitecto: owning your seat at the AI table as a Latino professional
A personal and professional reckoning with what it means to be a Bay Area-born Latino leading AI transformation inside some of the world's largest enterprises. Built on two decades of watching what happens when someone finally sees their own ceiling — and decides to move it. Part practitioner blueprint, part community call to action.
Formats & audiences
Keynote
45–60 min · Full narrative arc · Slide deck included
Panel & fireside
30–45 min · Discussion format · Moderator welcome
Workshop
90 min · Hands-on · Trust Architecture framework
Executive briefing
Private session · C-suite · Custom framing
Languages
All talks available in English or Spanish, or bilingual (code-switching) for Latino professional audiences.
Book Esteban
Let's build something worth saying.
Available for mainstage keynotes, corporate ERG sessions, panels, and executive briefings that take AI, trust, and Latino leadership seriously.
Response within 48 hours. All inquiries held in confidence.
Direct inquiries
esteban@estebanfrias.comInquiry received. Esteban will respond within 48 hours.