Engineering Notes & Domain Intelligence

Shaping domain
intelligence,
one signal at a time.

What we ship, what we learn, and what it signals for aviation, freight, manufacturing, pharma, finance, and government.

Blog & Newsroom.

Engineering notes, announcements, and domain intelligence, written by the team that builds and operates the platforms.

Serving those who
need to stay ahead.

We don't pitch slide decks. We show you what we've already built in your domain, then engineer what your mission requires.

ZOROSTIntelligence

Shaping domainintelligence,one signal at a time.

Blog & Newsroom.

Air-Gapped LLMs on the Factory Floor, Zero External Dependencies

AeroFarr Is Live, Disruption Intelligence That Explains Itself

Calibration-First AI for Federal Decision Support

The Context Window Is a Budget, Spend It Like an Engineer

Grafana, Prometheus, Loki, Alertmanager, One Small-Team Stack

Tracing Agents Like Distributed Systems

Shadow Deployments for AI, the New Model Beside the Old One

Timeline Replay, Reconstructing a Situation Hour by Hour

Structured Outputs Beyond JSON Mode, Schemas as the Contract

Small Models, Big Systems, Routing to the Cheapest Capable Model

What We Open-Sourced This Year — and Why

Text-to-SQL in Production, Guardrails and When to Refuse

A Freight Knowledge Graph, Multi-Hop Questions SQL Cannot Answer

Hybrid Retrieval, The Boring Stack That Wins

Production ML on Databricks: Mlflow, Feature Store, Calibration

Handoffs, Supervisors, and Swarms, Topologies That Survive Users

Serving those whoneed to stay ahead.

Applications

Company

Shaping domainintelligence,one signal at a time.

Blog & Newsroom.

Air-Gapped LLMs on the Factory Floor, Zero External Dependencies

AeroFarr Is Live, Disruption Intelligence That Explains Itself

Calibration-First AI for Federal Decision Support

The Context Window Is a Budget, Spend It Like an Engineer

Grafana, Prometheus, Loki, Alertmanager, One Small-Team Stack

Tracing Agents Like Distributed Systems

Shadow Deployments for AI, the New Model Beside the Old One

Timeline Replay, Reconstructing a Situation Hour by Hour

Structured Outputs Beyond JSON Mode, Schemas as the Contract

Small Models, Big Systems, Routing to the Cheapest Capable Model

What We Open-Sourced This Year — and Why

Text-to-SQL in Production, Guardrails and When to Refuse

A Freight Knowledge Graph, Multi-Hop Questions SQL Cannot Answer

Hybrid Retrieval, The Boring Stack That Wins

Production ML on Databricks: Mlflow, Feature Store, Calibration

Handoffs, Supervisors, and Swarms, Topologies That Survive Users

Serving those whoneed to stay ahead.

Applications

Company

Shaping domain
intelligence,
one signal at a time.

Serving those who
need to stay ahead.

Shaping domain
intelligence,
one signal at a time.

Serving those who
need to stay ahead.