Skip to main content

Command Palette

Search for a command to run...

The Forgetting Machine - Why Your Organization Knows More Than It Can Remember

Updated
•2 min read•View as Markdown
M
Marcelo S. Ancelmo has 23 years (and counting) of IT experience and has done a bit (or would it be a byte) of everything. A good old-fashioned troublemaker, he started his professional career as a Java programmer, fell in love with architecture (a passion he still pursues today), dove into middleware (with no regrets), built high-performing teams, and explored infrastructure and operations. What drives him? The never-ending puzzle of complex-adaptive systems and helping teams unlock their potential. Deeply engaged in the tech community, Marcelo joins Meetups wherever he goes, teaming up with JUGs, helping organize events when time allows, and contributing to working groups and committees. Along the way, he’s delivered consulting, training, mentorship, and conference talks. Today, he's Head of Solution Architecture at KPMG Switzerland, helping the company drive its digital transformation toward sustainable business agility, fueled by Architecture and DevOps, learning everything possible and enjoying the bumps along the ride. When not wrestling with distributed systems or debating the merits of complex solutions, you'll probably find him with a coffee in hand and a headset on (yes, he is on a meeting). Through this blog, he shares insights on Solution Architecture, DevOps, Java, Team Building, Organizational Transformation, Technology Strategy, Technology Leadership, and the occasional war story from the trenches of Enterprise IT.

Every single day, modern organizations build a massive mountain of information; then immediately drop the context out of the window.

We hoard data, but lose the human reasoning behind it. The critical decisions, the hard-earned experiences, and the contextual "why" remain trapped in people's heads, isolated in digital silos, buried in forgotten repositories, or permanently lost when a project ends or someone leaves. Because this collective intelligence is so severely fragmented, knowledge vanishes faster than organizations can remember it.

The problem isn’t collecting information. The problem is converting it into knowledge that people can actually understand and reuse. We are scaling our mistakes far faster than we scale our insights. Without meaning to, we have engineered an incredibly efficient Forgetting Machine.

This session is a direct challenge to this systemic amnesia. We will move past outdated operational mindsets to explore the cultural and behavioral shifts required to stop the bleeding. It is time to dismantle the Forgetting Machine, rescue the human experience behind the data, build a robust knowledge ecosystem, and transform information into enduring organizational wisdom.

  • Target Audience: Enterprise Architects, CTOs, CIOs, COOs, Chief Architects, Engineering Directors, Engineering Managers, Product Managers and Technology Leaders.

  • Formats:

    • Keynote — 45 minutes

    • Breakout Session — 30 minutes

Where this talk has been presented

2026-09-09 Presented at KPMG Group Digital Technology Days in Zurich, Switzerland

  • Format: Breakout Session — 30 minutes

  • Resources: Video recording and event photos coming soon

Presentations

Part 2 of 2

Welcome! Here you will find all my presentations covering AI, Architecture, DevOps and Technical Leadership. Each page contains the full details of the presentation, including the abstract, the list of events where it was presented, and the slide deck used at the event. When available, I also add the links to recordings and pictures. *Interested in having me speak at your event? Contact me: marceloancelmo@gmail.com*

Start from the beginning

AI Made Us Faster at Solving the Wrong Problems

Generative AI didn’t make us worse at problem-solving, it made us faster at exposing a habit we already have: jumping to solutions before understanding the problem. By making answers instant and confi