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.

When Agents Call Agents: Why the MCP Server Matters in Freight

Audit-Ready by Default, Governance Records Produced Once

KV Cache to Prompt Cache, the Architecture of Cheap Inference

Rerankers Earn Their Latency, Two-Stage Retrieval Economics

Hybrid Retrieval: Why Vector Alone Isn’t Enough

Backtest Parity, Time-Stamping at Ingest and Honest Replay

One Agent or Many? A Decision Framework from Production

AI-Assisted PFMEA, Where the Agent Helps and the Engineer Decides

Why Calibration Matters More Than Accuracy: an ECE 0.012 Story

NOTAM, PIREP, and SIGMET as Structured Risk Signals

Cost Observability for LLM Systems, Envelopes and Attribution

Evals Are the New Tests, Ship the Harness Before the Feature

Production-Grade RAG on the Lakehouse with Mosaic AI Vector Search

Reasoning Models Change the Cost Equation, When to Pay to Think

A Workbench for Your Vectors, Weaviate Collections Visually

Structured Outputs, The End of Parsing Pain

Serving those whoneed to stay ahead.

Applications

Company

Shaping domainintelligence,one signal at a time.

Blog & Newsroom.

When Agents Call Agents: Why the MCP Server Matters in Freight

Audit-Ready by Default, Governance Records Produced Once

KV Cache to Prompt Cache, the Architecture of Cheap Inference

Rerankers Earn Their Latency, Two-Stage Retrieval Economics

Hybrid Retrieval: Why Vector Alone Isn’t Enough

Backtest Parity, Time-Stamping at Ingest and Honest Replay

One Agent or Many? A Decision Framework from Production

AI-Assisted PFMEA, Where the Agent Helps and the Engineer Decides

Why Calibration Matters More Than Accuracy: an ECE 0.012 Story

NOTAM, PIREP, and SIGMET as Structured Risk Signals

Cost Observability for LLM Systems, Envelopes and Attribution

Evals Are the New Tests, Ship the Harness Before the Feature

Production-Grade RAG on the Lakehouse with Mosaic AI Vector Search

Reasoning Models Change the Cost Equation, When to Pay to Think

A Workbench for Your Vectors, Weaviate Collections Visually

Structured Outputs, The End of Parsing Pain

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.