Insights

Short notes, full arguments and long-form papers on how technology and AI investment becomes growth, margin and enterprise value.

Field Note

AI and ML only monetize data that is accurate, complete, consistent, current, traceable, and legally usable. The dimensions to assess it by.

4 Oct 2026

2 min read

Field Note

As AI pushes strategic decisions down to the individual contributor, elite military units offer a proven blueprint: seven pillars of a high-performance culture.

4 Oct 2026

2 min read

White Paper

Advanced frameworks for securing top-of-funnel acquisition, enforcing data sovereignty, and unlocking machine-centric revenue.

30 Sept 2026

13 min read

Short observations from the work. One idea, one argument, a few minutes to read.

Full arguments on how a technology decision moves a metric and the P&L.

Long-form analysis. A preview on the page, the full paper as a PDF.

Podcasts, articles and events from beyond this site, with my comments.

Short observations from the work. One idea, one argument, a few minutes to read.

Full arguments on how a technology decision moves a metric and the P&L.

Long-form analysis. A preview on the page, the full paper as a PDF.

Podcasts, articles and events from beyond this site, with my comments.

Short observations from the work. One idea, one argument, a few minutes to read.

Full arguments on how a technology decision moves a metric and the P&L.

Long-form analysis. A preview on the page, the full paper as a PDF.

Podcasts, articles and events from beyond this site, with my comments.

Engineering Outcomes is the CTO advisory practice of Oleg Simonov: technology, teams and AI capabilities that drive profitable growth and enterprise value.

Insights

Elsewhere

© 2026 Engineering Outcomes, LLC. All writing by Oleg Simonov.

The content of this site may not be used to train AI models without written permission.

Engineering Outcomes is the CTO advisory practice of Oleg Simonov: technology, teams and AI capabilities that drive profitable growth and enterprise value.

© 2026 Engineering Outcomes, LLC. All writing by Oleg Simonov.

The content of this site may not be used to train AI models without written permission.

Engineering Outcomes is the CTO advisory practice of Oleg Simonov: technology, teams and AI capabilities that drive profitable growth and enterprise value.

© 2026 Engineering Outcomes, LLC. All writing by Oleg Simonov.

The content of this site may not be used to train AI models without written permission.