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Insights

Notes from the engineering.

An institutional publication rather than a blog. Research notes, technology positions and company announcements.

Draft editorial. These are technical positions written by the Algorix engineering team and published while the section is being established. They describe method and architecture, and make no claim about customers, deployments or results.

Featured

Perspective24 August 20266 min read

Enterprise AI beyond the prototype

A demonstration proves a model can produce an answer. It says nothing about whether anyone will act on that answer, which is the only thing that decides whether the system was worth building.

All articles

Technology24 August 20265 min read

Designing automation around exceptions

The happy path is the easy half. An automation is judged on what it does with the twelve percent of cases that do not fit, and most are designed as though those cases do not exist.

Technology24 August 20266 min read

From telemetry to operational intelligence

Collecting telemetry is a solved problem. Turning a stream of positions and sensor readings into something a dispatcher can act on before the shift ends is not.

Perspective24 August 20265 min read

Integration is a product capability, not a phase

Integration is scheduled last and estimated shortest, and it is where most of the real difficulty lives. Treating it as a feature of the system rather than a task at the end changes what gets built.

Technology24 August 20265 min read

Building platforms that can still be changed

Systems are rarely retired because they stopped working. They are retired because changing them became more expensive than replacing them, and that threshold is set by decisions made early.