04 / AI SOLUTIONS

Modern tools.
Defined purpose.

Industrial software, proofs of concept, research, and non-industrial applications. Explore the work and the purpose behind each project.

EXPLORE THE WORK.

Explore industrial software, proofs of concept, research, and non-industrial applications. See the scope and capabilities of each project.

7 projects
PROJECT 01
AIMS
AIMS Overview DashboardAIMS · DEMONSTRATION ENVIRONMENT

AI Modular SCADA

Custom SCADA, HMI, and MES applications developed using our internal AIMS workflow and templates.

Node.jsReactTypeScript
PROJECT 02
AIMEE

Artificially Intelligent Manufacturing & Engineering Engine

A customer proof of concept exploring industrial facility structure through OPC analysis and AI-generated engineering insights.

AnthropicPythonPostgreSQL
PROJECT 03
Ignition + AI
Ignition AI Module InterfaceIGNITION AI MODULE · READ-ONLY INTERFACE

Natural Language Assistant for Ignition SCADA

A read-only proof of concept for exploring Ignition project resources, tags, alarms, and historical data through natural language.

AnthropicJavaJython
PROJECT 04
NYX

Autonomous Task Orchestration System

Research into a motivational model, task generation, hierarchical agents, and autonomous orchestration.

AnthropicPythonPostgreSQL
PROJECT 05
AI-Build

DIY Project Documentation Generator

A capability demonstration for generating DIY project documentation: requirements, parts lists, instructions, and safety guidance.

OpenAIBrave SearchPython
PROJECT 06
Culina

AI Kitchen Assistant & Recipe Generator

A non-industrial application for AI-generated recipes and kitchen-inventory management.

AnthropicOpenAIPython
PROJECT 07
Scout

Multi-Agent Cryptocurrency Trading Intelligence

A paper-trading platform exploring chart-pattern analysis with LLM vision and multi-agent orchestration.

OpenAIAnthropicPython
A USEFUL DISTINCTION

Built with AI.
Not always run by AI.

AIMS uses AI-assisted development workflows. The Ignition AI Module provides read-only analysis. NYX explores orchestration as research. Each approach serves a different purpose.

LET’S TALK

Start with the problem.

An AI feature, a conventional application, or a combination—the project starts with what the tool needs to do.

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PROJECT SCREENSHOT

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