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There is a version of the golden dataset problem where you do not have time to build one.
The situation is moving. Decisions cannot wait for a curated, validated, stewarded product. People need a shared picture fast enough to act on while the situation is still live.
This field note is about what you do in that gap. And about what happens when the same gap stretches across decades instead of hours.
The Observation: Intelligence Without the Pipe We currently treat Artificial Intelligence as if it were a utility, like water or electricity. We assume the “brain” lives in a data center in Virginia and that our job is simply to open the tap (the API) to let the intelligence flow to the edge. This is a…
In stable environments, we navigate by “Instrument Flight Rules.” We trust the dashboard. We trust the map. We trust that the blue line on the screen matches the road on the ground.
In a crisis, this trust is dangerous.
I keep running into a repeatable mismatch in how smart people forecast: one model predicts from rules, institutions, and “how it’s supposed to work.” Another predicts from behavior, incentives, and “how it’s actually being played.” When the environment becomes exception-driven, the second model starts beating the first, even if the first remains morally and procedurally correct.
Most enterprise systems are designed like the network is a law of physics.
Field work teaches the opposite.
Signal drops. Bandwidth lies. Security domains get segmented. And the mission still moves forward.
Doctrine Claim: Technical work creates value – narrative work defends it. This field note explains why “doing the job” is not enough if you cannot explain the job to the people who sign the checks. The “Katrina Book” was not a souvenir – it was narrative infrastructure designed to protect the team from political decay….
How designing and utilizing a 26 foot mobile GIS and RF lab changed my understanding of forward deployed systems during Hurricane Katrina and beyond.
A field note on responsibility outrunning authority when the system breaks and the mission does not. In April 2010, the Iceland ash cloud grounded flights across Europe. It also turned a routine civil-military engagement into a test of whether I could actually deliver when the system fell apart. The backdrop: former Warsaw Pact, new realities…
There is a joke among pilots.
“How can you tell if someone is a US naval aviator
Do not worry. They will tell you.”
In my case, I am not a naval aviator.
I am the other guy in that story. The one who went to flight school because his day job in infrastructure protection and airborne collection was giving him a picture that did not feel complete.
If you are responsible for a high-tempo mission system, especially one that spans nations and organizations, what are you actually hiring for when you put someone in charge of the technology stack You are not hiring a gadget person. You are hiring someone who can live with incomplete pictures, uneven partners and unforgiving timelines, and…
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Anthony Veltri · Enterprise Architect (Interoperability + Governance) · Designing decision infrastructure for cross-boundary ecosystems. · Introductions