Cuando la IA acelera el trabajo, ¿quién recuerda los trade-offs?
Una excepción temporal necesita una segunda decisión. Si cuesta encontrar por qué se aprobó y cuándo revisarla, puede continuar sin que nadie la reevalúe.
Abner Ballardo
Exploring AI-Native Ventures | Former CIO, Scotiabank Peru | Technology, Business & Architecture | Educator
When AI Accelerates Work, Who Remembers the Trade-Offs?
A temporary exception needs a second decision. When its purpose and review point are hard to find, it may continue without being reconsidered.
VN-006 — Skills and Agents Have a Maintenance Lifecycle
As I build skills and agents, I keep finding the same procedures, instructions, and best practices in different places. My
VN-005 — Reading Well Enough to Remain in Control
Over the past few days, I've used LLMs to research, challenge ideas, explore scenarios, and document decisions as
VN-004 — Designing Organizations for Agents
The more I think about building with agents, the more I keep coming back to context. An agent can only
Como CIO, usé un agente de IA para preparar decisiones—no tomarlas
El problema aparente era el volumen de correos. El problema real era la preparación de decisiones. Un agente de IA mejoró el traspaso sin asumir la responsabilidad de decidir.
As a CIO, I Used an AI Agent to Prepare Decisions—Not Make Them
The apparent problem was email volume. The real problem was decision preparation. An AI agent improved the handoff without taking ownership of the decision.
VN-003 — What I Mean by AI-Native
In my research, I keep finding examples of companies using AI to make existing work faster or more efficient. I
VN-002 — Foundations Before Acceleration
Foundations have mattered in almost everything I have built. If I want to build generative AI-native startups, I need
AI-Native Businesses Can Still Inherit Old Organizations
AI-native businesses can scale intelligence while still inheriting old operating assumptions, fragmentation, and unclear accountability.
Las empresas AI-Native aún pueden heredar organizaciones del pasado
Una empresa AI-Native puede escalar inteligencia y, aun así, heredar supuestos operativos, fragmentación y responsabilidad poco clara.
VN-001 — Choosing the Venture Path
Today I decided that my next professional chapter will be building AI-native ventures.
The decision comes from experience. I
Cuando los releases de producto se vuelven demasiado grandes para interpretarlos
Cuando demasiados cambios llegan juntos a producción, el valor se vuelve ilegible y la alta dirección pierde evidencia para decidir qué debe sobrevivir.
When Product Releases Become Too Large to Read
When product releases bundle too many changes, value becomes unreadable. Leadership loses the evidence needed to decide what deserves to survive.
The Foundations That Last
Returning to my school in Huancayo reminded me that great teachers do more than share knowledge—they help build the foundations of a life.
Los cimientos permanecen
Volver a mi colegio en Huancayo me recordó que los grandes maestros no solo transmiten conocimiento: ayudan a construir los cimientos de una vida.
The Institutional Cost of Parallel Technology Authority
A single foundation can quietly become two. Both remain standing, but each now carries a different institution—and the cost compounds over time.
El costo institucional de la autoridad tecnológica paralela
Una sola base puede convertirse, silenciosamente, en dos. Ambas siguen en pie, pero cada una sostiene una institución distinta.