NextGen systems

Built as one
operating stack.

CADE is the training system. Orders Production and the Controller Package Generator supply the governed source and runtime products that make it repeatable.

01
Capstone
02
Production
03
Delivery
Source truth Orders Production

Builds and validates OPORD-quality source material.

Decision engine CADE

Turns context into choices, consequences, and learning.

Runtime delivery Controller Package

Gives controllers one coherent execution package.

System catalog

Three layers. One training outcome.

01
Capstone exercise

CADE — Combined Arms Decision Exercise

CADE shows how a team thinks under pressure. I developed the first executable version in one week; it has now run three times with about 19 participants per session.

Role
AI Operator / Design Authority
Status
ongoing
Year
2026
02
Core production pipeline

Orders Production

A three-stage AI pipeline that produces exercise-ready OPORDs for brigade and below — governed by doctrine, adversarially reviewed, and gated before unit release. The goal is not a perfect order. It is a 90% first draft that saves units significant prep time.

Role
AI Systems Designer
Status
ongoing
Year
2026
03
Supporting workflow

Controller Package Generator

Built the workflow that turns the source plan into the documents controllers use to run CADE, while keeping every turn tied to the same facts and trainer review.

Role
AI Planning Workflow Designer
Status
ongoing
Year
2026

Where to start

Start with CADE for the training model. Follow the supporting systems when you need production detail.

Open the CADE case study