ForbesAI · Leadership
The False Expertise Trap: How To Keep Your Team Thinking In The AI Era
AI erodes the entry-level work that builds engineering judgment. Four practices to keep juniors thinking instead of parroting output.
Writing
Forbes
Articles I have published in Forbes.
2026
- ForbesLeadership
How Leaders Can Identify And Bridge Their Team's Skills Gaps
How to spot a skills gap early (quality drops, lead overload) and close it with 360 reviews, development plans and mentoring.
2025
- ForbesLeadership
Five Principles For Building An Effective Multicultural Team
Five practices for Ukraine, US and Europe teams: a written communication policy, agreed progress reporting, audience-adapted presentations, a knowledge base.
- ForbesLeadership
How IT Leaders Can Find The Balance Between Control And Trust, And Start Delegating Effectively
Why technical leaders over-control, a five-step delegation system, and the team that shrank a 16 TB database to 1 TB on its own.
- ForbesIndustrial Technology · Data
Predictive Maintenance: Five Ways To Enhance Data Quality
How a predictive-maintenance team keeps AI diagnostics accurate: field-experienced analysts, three time zones, two-tier triage, custom tooling.
- ForbesLeadership · Business
How To Find And Retain Product-Minded Specialists
Four traits that mark product-minded engineers, and the retention practices behind five-to-eight-year average tenure.
- ForbesIndustrial Technology · Data
How IIoT And Big Data Are Transforming Equipment Maintenance
The business case for IIoT predictive maintenance: downtime costs, ROI, implementation challenges, and build versus buy.
Building something difficult?
I'm always interested in thoughtful conversations about technology, engineering organizations, AI and ambitious products.
Get in touch opens LinkedIn in a new tab. Email reaches [email protected].
