§1 — Benford's Law Violation
Interpretation: Contract amounts deviate significantly from the natural distribution expected in genuine financial data. The leading digit "1" appears at 49.48% vs the expected 30.1%, a 19.38 percentage-point deviation. Digits 4–8 are severely underrepresented. This pattern is consistent with contract fabrication, systematic rounding, or contract splitting to stay below oversight thresholds.
§2 — Vendor Concentration Alerts
| Vendor | Department | Vendor Spend | Dept Total | Concentration |
|---|---|---|---|---|
| NORTHERN MICRO INC. | FedDev Ontario | $169,698 | $479,183 | 35.41% |
| Paton & Associates | TBS-SCT | $514,553 | $1,458,578 | 35.28% |
| XEROX CANADA LTD. | NRC-CNRC | $297,648 | $934,968 | 31.84% |
| TURTLE TECHNOLOGIES INC. | NSERC-CRSNG | $976,559 | $3,202,745 | 30.49% |
§3 — Recommendations for Parliamentary Committees
- OGGO (Government Operations): Investigate Benford's Law violations across all disclosed contracts — chi-squared of 480.7 is 31× the critical threshold
- PACP (Public Accounts): Review vendor concentration patterns at NSERC, NRC, TBS-SCT, and FedDev Ontario for sole-sourcing compliance
- ETHI (Ethics): Cross-reference concentrated vendors with lobbyist registrations and political donations
- Procurement Ombudsman: Formal referral for vendor concentration exceeding 30% at four departments simultaneously
§4 — Methodology & Sources
Benford's Law: First-digit frequency
analysis applied to contract amounts with chi-squared goodness-of-fit test (8 degrees
of freedom). Natural financial data follows a logarithmic distribution where smaller
leading digits appear more frequently.
Vendor Concentration: Automated scanning
of departmental spending distribution across vendors with threshold alerting at >25%.
Data Sources: Government of Canada
Proactive Disclosure Portal, Federal Contract Registry. All data publicly available
under the Access to Information Act.