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.

Chunking, Validation, JSONL, The Catalog Schema Behind Retrieval

Context Engineering Replaced Prompt Engineering

Small Language Models in the Loop, Four Jobs They Do Best

Scenario Simulation for Analysts, Not Just War Games

Evaluating Retrieval Without Golden Answers, Judges and Canaries

Agentic RAG, When the Retriever Becomes a Tool

Air-Gapped Agentic Stacks for Sovereign Environments

Monte Carlo for Infrastructure Decisions, Intervals on Forecasts

A2A and MCP, What Agent Interop Means for Your Architecture

One Grid, Not Fifteen Tools, The GovCon Compliance Back Office

MCP in the Enterprise, One Protocol for Every Tool

Data Contracts for AI Pipelines, Schema Drift Is a Quality Bug

Quantization in Practice, What 4-Bit Costs Enterprise Accuracy

A Portfolio of Small Systematic Strategies Beats One Bet

Power Bi Direct Lake on Databricks SQL: a Modernization Playbook

Metadata Filters Beat Bigger Embedding Models in Production

Serving those whoneed to stay ahead.

Applications

Company

Shaping domainintelligence,one signal at a time.

Blog & Newsroom.

Chunking, Validation, JSONL, The Catalog Schema Behind Retrieval

Context Engineering Replaced Prompt Engineering

Small Language Models in the Loop, Four Jobs They Do Best

Scenario Simulation for Analysts, Not Just War Games

Evaluating Retrieval Without Golden Answers, Judges and Canaries

Agentic RAG, When the Retriever Becomes a Tool

Air-Gapped Agentic Stacks for Sovereign Environments

Monte Carlo for Infrastructure Decisions, Intervals on Forecasts

A2A and MCP, What Agent Interop Means for Your Architecture

One Grid, Not Fifteen Tools, The GovCon Compliance Back Office

MCP in the Enterprise, One Protocol for Every Tool

Data Contracts for AI Pipelines, Schema Drift Is a Quality Bug

Quantization in Practice, What 4-Bit Costs Enterprise Accuracy

A Portfolio of Small Systematic Strategies Beats One Bet

Power Bi Direct Lake on Databricks SQL: a Modernization Playbook

Metadata Filters Beat Bigger Embedding Models in Production

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.