Civic Intelligence Practice
Reading the public
record at scale.
Government data is public. What it says is not always obvious. Parallel Canada applies AI-assisted analysis to Canadian government datasets funding patterns, public consultations, entity networks and translates the findings into plain language for the people responsible for governing.
Every finding is methodologically defensible. We surface patterns, not accusations. We score signals, not people. The analysis is open-sourced so anyone can challenge the methodology or extend the work.
Published Intelligence
What 11,383 Canadians said about AI.
Six things hiding inside the federal AI strategy consultation data most of them not the story the form was built to gather. May 2026.
Operation Parallel Canada.
851,300 government-funded entities scanned across federal and provincial datasets. 73 above-threshold signals detected. The Shell Index a composite score measuring structural anomalies in public funding applied at national scale.
The Practice
Parallel Canada is an independent civic intelligence practice founded by Matt Kirubakaran. It operates at the intersection of AI-assisted analysis, investigative methodology, and public accountability.
All analysis is open-sourced. All methodology is documented. All findings are scoped to what the data can defensibly support.
Contact
contact@parallelcanada.comDisclaimer
Parallel Canada is an independent civic intelligence practice operated by Matthew Kirubakaran in a personal capacity as a private citizen. It is not affiliated with, endorsed by, or representative of any current or past employer, government body, political party, or organization. All analysis is based solely on publicly available data. Findings are research signals, not verdicts. Every score is reproducible from public sources and every methodology is documented. This work does not represent the views of any institution.