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.

Shaping domainintelligence,one signal at a time.

Blog & Newsroom.

Wiring Quality Intelligence to SCADA and Robotic Cells

Streaming Features for Real-Time AI, Freshness Has an SLA

Genie and AI/BI, When the Business Asks the Lakehouse Directly

Why We Open-Source Our Tooling, An Honest Capability Statement

Context Rot, Why Long Contexts Degrade and Curation Wins

Paper-First Promotion Gates, Earning the Right to Trade

Multimodal Retrieval and the PDF Problem OCR Never Solved

Approval Gates That Scale, Designing the Escalation Surface

Prompt Injection Defense in Production

An MCP Server for Freight, Sixteen Tools Agents Call Natively

The Medallion Architecture Under Agents, Gold for Machines

Chunking, Validation, JSONL, The Catalog Schema Behind Retrieval

Context Engineering Replaced Prompt Engineering

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

Databricks Cost Optimization & Finops: Where the Real Savings Are

Scenario Simulation for Analysts, Not Just War Games

Serving those whoneed to stay ahead.

Applications

Company

Shaping domainintelligence,one signal at a time.

Blog & Newsroom.

Wiring Quality Intelligence to SCADA and Robotic Cells

Streaming Features for Real-Time AI, Freshness Has an SLA

Genie and AI/BI, When the Business Asks the Lakehouse Directly

Why We Open-Source Our Tooling, An Honest Capability Statement

Context Rot, Why Long Contexts Degrade and Curation Wins

Paper-First Promotion Gates, Earning the Right to Trade

Multimodal Retrieval and the PDF Problem OCR Never Solved

Approval Gates That Scale, Designing the Escalation Surface

Prompt Injection Defense in Production

An MCP Server for Freight, Sixteen Tools Agents Call Natively

The Medallion Architecture Under Agents, Gold for Machines

Chunking, Validation, JSONL, The Catalog Schema Behind Retrieval

Context Engineering Replaced Prompt Engineering

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

Databricks Cost Optimization & Finops: Where the Real Savings Are

Scenario Simulation for Analysts, Not Just War Games

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.