Writing on applied AI, decision support, and business systems
Practical notes on AI agents, dashboards, forecasting, pricing, and the systems behind better decisions.
More Data Isn't Better. Better Is Better.
A practical note on dashboards, slides, and analysis: start from the decision, not from the pile of data.
One Agent, Many Routes — Felipe Postigo Gonzalez
Most people don't need five agents. They need one agent that actually gets used. A case for starting simple with AI agents, and why a single working agent beats a team of unused ones.
Local Models: Use What You Already Have
A simple guide to local AI models, what runs on everyday computers, when a dedicated GPU helps, and why most people should start with what they already own.
AI Data Privacy: Local Solutions for Sensitive Data — Felipe Postigo Gonzalez
How to use AI safely with sensitive data: local models, hardware tiers from laptops to DGX Spark, and data redaction techniques that eliminate exposure risk while delivering real results.
AI Didn't Just Save Time. It Transformed the Game. — Felipe Postigo Gonzalez
At Dell, a quarterly planning process that once took 2 people working 80+ hours a week is now run by 1 person in a regular 8 to 5. Same 90%+ accuracy. 75% fewer human hours. Billions of dollars in impact.
Getting Started with Agents — No Code Required — Felipe Postigo Gonzalez
How Felipe Postigo Gonzalez got started with AI agents using Hermes by Nous Research. No coding required, step-by-step guide, real examples of what you can build.
AI Agent Manages My Grocery List — What AI Strategy Actually Looks Like — Felipe Postigo Gonzalez
I built an AI agent that manages my grocery list using Android ADB, a local LLM, and purchase frequency analysis. Here's what AI strategy looks like when it's not just frameworks.
You Do Not Need a Powerful Computer to Run AI Agents — Felipe Postigo Gonzalez
No fancy GPU? No coder laptop? No problem. AI agents run fine on an old Dell XPS with a busted GPU. The heavy lifting is done by ChatGPT or Claude. Your day-to-day computer is already enough.
Building Decision Systems Instead of Dashboards — Felipe Postigo Gonzalez
Why business teams need decision systems instead of passive dashboards, with a focus on decision support, operational execution, and business impact.
Eliminating 120+ Hours of Manual Reporting — Felipe Postigo Gonzalez
A business process redesign view of eliminating 120+ hours of manual reporting through automation strategy, ROI measurement, and workflow redesign.
How I Built a 6-Agent AI Operating System — Felipe Postigo Gonzalez
A practitioner story on building a six-agent AI operating system: architecture, lessons learned, failures, tradeoffs, and why orchestration matters more than demos.
Improving Forecast Accuracy with AI — Felipe Postigo Gonzalez
How AI-enabled forecasting improves planning decisions by integrating signals, operating context, and decision cadence, including a 90%+ accuracy journey.
The Future of AI-Native Business Teams — Felipe Postigo Gonzalez
An industry analysis of AI-native business teams, human plus AI collaboration, agent ecosystems, organizational design, and future operating models.
What Commercial Strategy Taught Me About AI — Felipe Postigo Gonzalez
A business executive perspective on AI, decision quality, execution, change management, and why commercial strategy matters for applied AI.
AI Forecasting From Commercial Reality, Not Model Theater — Felipe Postigo Gonzalez
What 90%+ forecast accuracy means in commercial planning: assumptions, executive adoption, pricing signals, pipeline data, and operational context.
Applied AI Across Technology, Healthcare, and Real Estate Operations — Felipe Postigo Gonzalez
A cross-industry view from Dell Technologies, Asociacion Chilena de Seguridad, and Moller y Perez-Cotapos.
Building Agentic Workflow Systems with Hermes and OpenClaw — Felipe Postigo Gonzalez
How Felipe Postigo Gonzalez built AI and agentic workflow systems using Hermes / OpenClaw for coordination, reporting, analytics, and workflow execution.
Dell Server Revenue Operations: Applied AI Where Forecasting Meets Executive Decisions — Felipe Postigo Gonzalez
A lived-experience article on Dell Technologies server revenue operations, $16B+ revenue scope, 90%+ planning accuracy, AI-enabled decision systems, and executive visibility.
From 80 Hours to One Person: Business Transformation Through Analytics and AI Workflows — Felipe Postigo Gonzalez
How Felipe Postigo Gonzalez transformed a resource-intensive 2-person, 80-hour-per-week process into a scalable 1-person operation through business intelligence, AI-enabled workflows, and operating-system thinking.
From Michigan Ross MBA to Applied AI Practitioner — Felipe Postigo Gonzalez
How MBA strategy training, enterprise revenue operations, and hands-on systems building shaped Felipe Postigo Gonzalez’s applied AI profile.
Pricing Analytics and Discount Strategy: Lessons from Dell Technologies — Felipe Postigo Gonzalez
A practical article grounded in the Dell MBA internship pricing framework and later server revenue operations work.
Real Estate Forecasting Automation Before the AI Boom — Felipe Postigo Gonzalez
How automated forecasting and financial modeling at Moller y Perez-Cotapos improved forecast accuracy by 50% and reduced execution time by 25%.