Industrial
Linguistics

Because every industry is becoming a language-model industry.

Games, AI training, and decision tools for organisations who are wanting to adapt to the new world where language models do most of the work.

Games and simulations.

A workplace simulation about shortcuts, governance and what people do when the safe process is slower than the work.

A tabletop forecasting game where teams make decisions before the signal is clean.

An executive AI approval game about evidence, governance, workforce consequences and deciding Go, Slow or No-Go.

A game about what happens to roles, skills and organisation design as AI changes the work.

Interview controlled AI witnesses, corroborate their claims and submit an evidence-backed report.

Free courses and practice games for producing decision-ready work that people and AI systems can interpret, trust and trace to evidence.

Hands-on and self-paced training in AI-assisted software development.

A course for early-career IT, data and software people on how services survive users, incidents, vendors, budgets and community obligations.

A keynote or workshop on the five-year outlook, workforce and business change, and buying AI without being misled.

A hands-on course in safe, useful AI workflows for tax and accounting professionals.

Hands-on DevOps training with Codex and Claude Code, pairing the manual route with supervised agent workflows and reusable skill templates.

Test expectations with internal prediction markets or synthetic research panels.

Forecast Turn a business question into an internal prediction market and surface what a team expects.
Persona Panel Ask research questions across synthetic personas in a local-first desktop app.

See where organisations and products appear in AI recommendations.

Brands Track where brands are recommended, overlooked and sourced in AI answers.

Capture AI opportunities and use private drafting, email and voice tools.

Now Interrupt ordinary work, capture possible AI opportunities and turn them into a workshop debrief.
Local AI Workbench Chat, draft, rewrite and review text with an on-device browser model.
Email Bot Send work to an AI service by email and receive the result in the same workflow.
Revoicer Generate command-line voiceovers for repeatable production pipelines.

Add missing context before requests or messages pass to people and AI systems.

CHORDS Email Checker Check Gmail drafts locally for the context a person or AI will need before reusing them.
DATA CART Paste a rough data request and identify which of its eight decision-critical fields are missing.

Compare board composition, software experience and cyber governance.

Boards Explore software experience and networks among corporate board directors.
Cyberboards Compare cybersecurity governance signals in Australian corporate disclosures.

Downloadable software for working with accounts and small machine-learning datasets.

Accounting Ops Run repeatable accounting workflows across Xero, QuickBooks Online and Deputy.
DataPainter Create and manage two-dimensional SQLite datasets for machine learning and analysis.