Catalogue

Systems, notdemonstrations.

Every entry below is a system that was built and run against a real operational problem. Figures on this page are measured, never projected.

Products

Operational domains

Government Operations

Government Operations Intelligence

Glaucon

A multi-agent government relations research system, built for teams whose decisions depend on knowing what policy is about to do.

60%

Reduction in preparation time

Multi-AgentRetrievalEntity ResolutionPythonBuilt at Edwards School of Business, University of Saskatchewan

Workplace Operations

Occupational Health and Safety

SafetyFirst

An OH&S platform that predicts workplace incident probability over the next seven days, so prevention has somewhere specific to go.

7 days

Forward prediction window

People's Choice Award, SaskHack 2026

PythonXGBoostIBM WatsonFastAPIDeployed on IBM Watson

Knowledge Operations

Operational Knowledge

SkillsClaw

Turn recorded workflows and standard operating procedures into production-ready AI skill definitions that agents can actually run.

ReactClaudeVideo AnalysisDocument ParsingIn active development

Business Operations

Procurement Automation

RFQ Agent

A multi-agent procurement system that watches public tender sources, scores every opportunity against fit, and drafts the proposal.

0–100

LLM fit score per opportunity

LangGraphLangChainOpenAIFastAPIPostgreSQLIn active development

Engineering Operations

Renzo

An AI-first engineering system that accelerates frontend delivery for services teams working across many concurrent client codebases.

Agentic ExecutionStatic AnalysisTypeScriptIn active development

Research and Data

Research Funding Discovery

Iota

Personalised grant discovery that surfaces the funding opportunities a specific researcher is actually eligible for.

LangChainTavilygpt-4o-miniPrototype

Field Operations

Field Data Collection

WildTrack

Wildlife tracking and reporting that routes field observations to the authority responsible for acting on them.

2nd Prize, Eco Hack 2022

FlutterFirebaseGISShipped

Applied Interfaces

Conversational Training

Aurora

A voice AI training tool that simulates donor conversations, so teams can practise the interaction before it costs them a relationship.

30%

Increase in donor conversions

Google ADKVoice AIConversational AgentsDeployed

Applied Vision

FoodLens Agent

A restaurant photo enhancement agent: a dish photo goes in, marketing-ready imagery comes out.

Style presets

Pytest tests, TDD throughout

Google GeminiFastAPIReactVitePrototype

Applied Vision

Style Me Agent

AI hairstyle recommendation that reasons from face shape rather than from whatever is trending.

Face shapes analysed

Style directions per result

Google GeminiVisionPrototype

None of these started as a product.

They started as an operational problem someone needed solved. If you have one, that is the conversation.

Solve a Real Problem