Agentic Work Patterns
Practical patterns for using AI agents to improve real work—without losing sight of human responsibility.
Entrepreneur · AI-Native Ventures.
Connecting technology to business outcomes.
I'm exploring how to build and operate AI-native businesses through hands-on experimentation. I'm testing how a business can work when AI agents, shared context, and human judgment are part of its design from the beginning. The work is at an early stage.
I bring more than two decades of hands-on experience across banking, fintech, and digital products, including serving as CIO of Scotiabank Peru and building technology organizations and platforms from inception.
Constructs
Blog
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.
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.
AI-Native Businesses Can Still Inherit Old Organizations
AI-native businesses can scale intelligence while still inheriting old operating assumptions, fragmentation, and unclear accountability.
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.
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.