Speaking & Keynotes

Two decades where technologymeets human behavior.

Human-Machine Trust Architect · Embodied 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.

140K+ Employees impacted globally
Fortune 500 Scale programs
EN / ES Bilingual delivery

Three signature talks

Each one is built for a specific room. Who it's for, what they leave with, why me, and how it can be delivered — so an organizer can decide in two minutes.

Enterprise AI Transformation

Modernization doesn't fail at the tool layer. It stalls at governance.

Who it's for

CIOs, CDOs, VPs of IT and transformation, and their chiefs of staff — the people holding an AI mandate while a board asks about risk.

What they leave with

  1. The three places transformation actually breaks — none of them is the model.
  2. A governance architecture that speeds adoption instead of policing it: human-in-the-loop controls that scale.
  3. A 90-day readiness map they can run on Monday.

Why me

Two decades designing operating models at 140,000-employee scale, and currently preparing the enterprise for embodied AI — robots that self-correct, adapt and work from little instruction. The examples are mine, not case studies.

Formats

Keynote 45 min · Executive briefing 60–90 min · Half-day workshop · English or Spanish.

Audiences this talk is built for: enterprise IT & ITSM conferences, CIO forums, digital-transformation summits

Human-Machine Trust

Trust in the loop: why AI adoption fails and what leaders can do about it

Who it's for

Responsible-AI and governance audiences, policy-adjacent rooms, and leadership teams in regulated industries.

What they leave with

  1. Trust as a system property you design, not a sentiment you survey.
  2. Where human-in-the-loop belongs — and where it is theater.
  3. The questions to ask a vendor before the pilot, not after.

Why me

The person who writes the governance also has to make the room adopt it. I've done both sides, at scale, in environments where transparency and accountability were conditions of operating.

Formats

Keynote · Panel or fireside · Technical talk (submitted in this form to the Agentic AI Summit at UC Berkeley, 2026) · English or Spanish.

Audiences this talk is built for: responsible-AI summits, governance and policy convenings, regulated-industry leadership

Latino Leadership in Tech

The climb, the culture, the road: Latino leadership in tech

Who it's for

HACE, ALPFA, SHPE, SVLLS, Latino ERGs and Hispanic-serving institutions — bilingual rooms welcome.

What they leave with

  1. Sponsorship over mentorship — how to ask for it and how to give it.
  2. Navigating corporate culture bilingually without shrinking.
  3. The board path: what the Latino Board Leadership Academy taught me about getting into the room where decisions are made.

Why me

Twenty years inside a Fortune 100 as a Bay Area-born Mexican-American; dual US/MX citizen; conference sessions delivered in Spanish in Latin America.

Formats

ERG session 45 min · Panel · Fireside · Student keynote · English, Spanish or code-switching.

Audiences this talk is built for: Latino professional associations, corporate ERGs, HSIs

Past sessions. Featured speaker at Cisco Live and Cisco Connect over multiple years, to audiences of thousands of enterprise IT professionals, executives and partners. Two public decks: Talent Strategy and Retention — Vancouver, February 2020 and Full Stack Observability: Operaciones y Productividad — Cisco Connect Latin America, November 2022, delivered in Spanish.

The audiences named above are the rooms each talk was built for, not a list of past hosts.

Also available

  • The agentic enterprise: designing for AI that acts, not just answers. From query-response to delegation — how to hand tasks to AI agents without losing accountability. Talk, 30–45 min.
  • Governing AI agents: accountability in systems that act without asking. Oversight frameworks that scale with autonomous AI without grinding innovation to a halt. Panel, 30 min.
  • Soy el arquitecto: owning your seat at the AI table as a Latino professional. Part practitioner blueprint, part community call to action. Keynote, 45 min, bilingual.

Formats & audiences

Enterprise & IT orgs CX, ITSM, and AI strategy leaders
AI & ethics conferences Responsible AI, governance, policy
Latino & DEI programs ERGs, Latino professional associations, HSIs

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

English Español

All talks available in English or Spanish, or bilingual (code-switching) for Latino professional audiences.

Book Esteban

Invite Esteban to speak.

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.com

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Inquiry received. Esteban will respond within 48 hours.