Jay Almlie

Five Years Is Not a Risk Model

A five-year cycle can remain a planning framework. It should no longer be mistaken for a risk model. The utility that reassesses frequently can spend less where vegetation is stable, act earlier where risk is compounding, and turn vegetation management from a recurring calendar expense into a measurable reliability investment.

One Dataset, Many Answers

The “multiple solutions from a single set of data” pattern is not a marketing slogan; it is a repeatable, documented outcome across gas distribution, electric transmission, liquids pipelines, and water management customers, and it is reshaping how forward-looking operators think about the return on a single imagery contract.

GeoAI Has Arrived

Implementing GeoAI successfully is not about acquiring a new sensor. It is about building the organizational muscle needed to convert a now-ubiquitous data stream into a durable operational advantage.

Four Mining Risks, One Vantage Point

For mining operators across Indonesia and Malaysia navigating tightening regulatory scrutiny, community backlash, and an unforgiving monsoon-and-seismic operating environment, the choice is no longer between satellite monitoring and status quo. It is between finding these problems from orbit, on your own schedule, or finding them in a surprise headline.

Palm Fronds and Pixels

GeoAI-powered satellite analytics transform Southeast Asia’s oil palm plantations with per-tree inventory, health, nitrogen, and encroachment monitoring, boosting yields while reducing field labor and chemical risk for operators in Indonesia and Malaysia.