Insights

Field notes from the AI powered operations frontier.

Sterdam writes about what it sees building AI driven IT operations, automation, infrastructure, security, and the future of enterprise tech.

AI Operations

The AI-Ops Operating Model: What Actually Changes When Machines Run the Runbook

Most teams bolt AI onto ticket queues and call it transformation. The real shift is structural, incident response, change management, and capacity planning collapse into a continuous, model-driven loop.

9 min readRead article
Automation

An Honest Look at Automation ROI: Where the Money Actually Comes From

Automation vendors love to quote 'hours saved.' Buyers want cash. Here's how to translate one into the other without lying to your CFO.

8 min readRead article
African Infrastructure

Africa's Infrastructure Leapfrog: Why the Continent Will Skip a Generation of Enterprise Tech

While the West retrofits AI onto 30-year-old systems, African operators are building cloud-native, AI-first stacks from day one. The gap is closing in the wrong direction.

10 min readRead article
Future of Enterprise

The Enterprise Stack of 2030: Five Bets Worth Making Now

Most enterprise predictions are restatements of last year's roadmap. Here are five structural shifts that will define the stack five years out, and how to position for them today.

8 min readRead article
Security & Compliance

Security & Compliance in the AI Era: A Practical Operator's Map

GDPR, POPIA, NDPR, CCPA, the EU AI Act, the regulatory surface keeps expanding. Here is what actually changes in your operating model and what is mostly noise.

11 min readRead article
Performance

Performance Optimisation in 2026: Where Milliseconds Still Move Money

Web performance has not stopped mattering, the playing field just got more competitive. Here is where to spend your optimisation budget for measurable business impact.

7 min readRead article