Responsible AI Innovation Tool (AI R.I.T.)
Operational Responsible AI & ethical risk diagnostics — evaluating AI initiatives before code is written, not auditing failure after deployment.
When you understand architecture, domain boundaries, and first principles, AI makes it possible to turn a concept in your head directly into working software.
Grouped below by the questions they explore—from programme scoping and macroeconomic simulations to everyday decision tools and open protocols. Built as ideas formed and shared as-is rather than actively maintained commercial products.
Working applications built to test programme scoping, procurement intelligence, and AI readiness concepts in practice.
Operational Responsible AI & ethical risk diagnostics — evaluating AI initiatives before code is written, not auditing failure after deployment.
Transforms business pain points into board-ready project charters, RACI governance matrices, and Monte Carlo ROI simulations in minutes.
Open-source 8-pillar diagnostic engine scoring enterprise data and AI governance readiness against ISO/IEC 38505-1, ISO/IEC 25012, and ISO 8000-8.
Real-time procurement and market concentration intelligence across EU TED Europa and USASpending public contracts—mapping buyer-supplier dominance and single-bid anomalies.
Turning field notes on corporate theater, urgency, sufficiency, and macro systems into interactive simulations and fun explorations.
Interactive D3 and Chart.js simulations modeling Dutch sovereign fiscal exposure, AI labour displacement cascades, energy choke-points, central-bank gold flows, and battery mineral loops.
An interactive right-sizing instrument to break corporate growth and platform addiction — defining what 'enough' looks like before buying 'more'.
A structured meeting architect and real-time cost calculator that replaces status-update theater with time-boxed decision protocols.
An interactive diagnostic that scores whether a corporate initiative is delivering operational reality or performing organizational theater.
A fun interactive exploration built with AI to make multi-trillion-dollar wealth distribution and compounding structural rules tangible at human scale.
An Apache 2.0 open-source protocol on GitHub, PyPI, and NPM (DOI: 10.5281/zenodo.18564270).
An Apache 2.0 open-source protocol turning passive governance definitions into deterministic runtime validation.