Running pattern detector against the corpus
The dataset shows entities that received substantial federal funding then ceased appearing in the corpus — flagging recipients that went silent after the money flowed.
Glassbox surfaces correlations and observations, not findings of misconduct. Severity is a calibrated read on how strongly the dataset matches the pattern definition — a starting point for review, not a verdict.
The match meets the pattern threshold but the signal is the lower band. Normal review queue.
The match exceeds the routine threshold. Worth a closer look — pull the source rows, walk the citation.
The match is in the highest band of the calibrated scale. Recommend: prioritise for active review.
Severity is computed from the detection signal · recipient total (original commitments, is_amendment = false) ≥ p90 of recipient totals within the recipient's primary department AND ≥ $500K floor · last agreement_start_date < as-of − 36 months, as-of = MAX(agreement_start_date) ≤ CURRENT_DATE · signal = years silent
The dataset shows Red River College (BN 122384506RT00001) received $26,533,314 across 1 federal agreements from 1 department — above the 90th percentile of recipients funded by Immigration, Refugees and Citizenship Canada | Immigration, Réfugiés et Citoyenneté Canada — with the most recent agreement dated 2020-04-01: 6.4 years of subsequent silence in the corpus as of 2026-09-01.
Why this may be benign · A single large capital or research award is expected to be followed by silence; one-off funding is not a zombie signal on its own.
Once a match is identified, the dataset suggests these review actions. Glassbox does not prescribe outcomes — these are calibrated options for funders, auditors, and program officers, framed as correlations to investigate.
Cross-reference the recipient legal name with the relevant federal/provincial corporate registry. An active corporate status with no recent grant activity may indicate program completion (normal); a dissolved or in-default status with prior public funding warrants review.
If the recipient is a registered charity (CRA-registered), pull the most recent T3010 filing date. A gap exceeding 18 months is a regulatory issue independent of the federal-funding silence.
Did the funded program complete? Was the final report submitted? Were funds returned, if applicable? Silence in the corpus is not evidence of incompletion, but it is the signal to verify.
Some zombies are just program endings; others are entity disappearances after public money flowed. Close the match with reasoning, or move to active monitoring if outcomes are unclear.
These are calibrated suggestions, not directives. The dataset shows the pattern; the funder decides the response.
Aggregated from the matches below. Severity bands are calibrated per pattern; counts and dollar totals reflect this snapshot only.
The dataset shows Sport Fishing Institute I Sport Fishing Institute (BN 138082821) received $1,719,259 across 4 federal agreements from 1 department — above the 90th percentile of recipients funded by Fisheries and Oceans Canada | Pêches et Océans Canada — with the most recent agreement dated 2020-04-01: 6.4 years of subsequent silence in the corpus as of 2026-09-01.
The dataset shows 1561599 Ontario Inc. (BN 888703303) received $843,612 across 1 federal agreements from 1 department — above the 90th percentile of recipients funded by National Research Council Canada | Conseil national de recherches Canada — with the most recent agreement dated 2020-04-01: 6.4 years of subsequent silence in the corpus as of 2026-09-01.
Why this may be benign · A single large capital or research award is expected to be followed by silence; one-off funding is not a zombie signal on its own.
The dataset shows The London Cross-Cultural Learner Centre (BN 103378725RT0001) received $25,956,419 across 3 federal agreements from 2 departments — above the 90th percentile of recipients funded by Immigration, Refugees and Citizenship Canada | Immigration, Réfugiés et Citoyenneté Canada — with the most recent agreement dated 2020-04-01: 6.4 years of subsequent silence in the corpus as of 2026-09-01.
The dataset shows Catholic Community Services of York Region (BN 106880065RT0001) received $25,552,160 across 1 federal agreements from 1 department — above the 90th percentile of recipients funded by Immigration, Refugees and Citizenship Canada | Immigration, Réfugiés et Citoyenneté Canada — with the most recent agreement dated 2020-04-01: 6.4 years of subsequent silence in the corpus as of 2026-09-01.
Why this may be benign · A single large capital or research award is expected to be followed by silence; one-off funding is not a zombie signal on its own.
The dataset shows (A.C.C.E.S.) Accessible Community Counselling and Employment Services (BN 136747276RT0001) received $25,560,575 across 4 federal agreements from 1 department — above the 90th percentile of recipients funded by Immigration, Refugees and Citizenship Canada | Immigration, Réfugiés et Citoyenneté Canada — with the most recent agreement dated 2020-04-01: 6.4 years of subsequent silence in the corpus as of 2026-09-01.
The dataset shows Nulogy Corporation (BN 854642881) received $6,405,499 across 5 federal agreements from 3 departments — above the 90th percentile of recipients funded by Federal Economic Development Agency for Southern Ontario | Agence fédérale de développement économique pour le Sud de l'Ontario — with the most recent agreement dated 2020-04-01: 6.4 years of subsequent silence in the corpus as of 2026-09-01.
The dataset shows Fonemed North America Inc. (BN 869295667) received $816,960 across 2 federal agreements from 1 department — above the 90th percentile of recipients funded by National Research Council Canada | Conseil national de recherches Canada — with the most recent agreement dated 2020-04-01: 6.4 years of subsequent silence in the corpus as of 2026-09-01.
The dataset shows La Cité collégiale (BN 121719421RT0001) received $25,307,063 across 6 federal agreements from 1 department — above the 90th percentile of recipients funded by Immigration, Refugees and Citizenship Canada | Immigration, Réfugiés et Citoyenneté Canada — with the most recent agreement dated 2020-04-01: 6.4 years of subsequent silence in the corpus as of 2026-09-01.
The dataset shows PitchPerfect Software Inc. (BN 841980337) received $813,120 across 1 federal agreements from 1 department — above the 90th percentile of recipients funded by National Research Council Canada | Conseil national de recherches Canada — with the most recent agreement dated 2020-04-01: 6.4 years of subsequent silence in the corpus as of 2026-09-01.
Why this may be benign · A single large capital or research award is expected to be followed by silence; one-off funding is not a zombie signal on its own.
The dataset shows Beanworks Solutions Inc. (BN 838655900) received $809,840 across 2 federal agreements from 1 department — above the 90th percentile of recipients funded by National Research Council Canada | Conseil national de recherches Canada — with the most recent agreement dated 2020-04-01: 6.4 years of subsequent silence in the corpus as of 2026-09-01.
The dataset shows Kitchener Waterloo Young Men's Christian Association (BN 107572687RT0001) received $25,050,406 across 2 federal agreements from 1 department — above the 90th percentile of recipients funded by Immigration, Refugees and Citizenship Canada | Immigration, Réfugiés et Citoyenneté Canada — with the most recent agreement dated 2020-04-01: 6.4 years of subsequent silence in the corpus as of 2026-09-01.
The dataset shows Vivvo Application Studios Ltd. (BN 818483992) received $806,000 across 4 federal agreements from 1 department — above the 90th percentile of recipients funded by National Research Council Canada | Conseil national de recherches Canada — with the most recent agreement dated 2020-04-01: 6.4 years of subsequent silence in the corpus as of 2026-09-01.
The dataset shows Edmonton Catholic Separate School Division (BN 118894070RT0001) received $24,370,829 across 1 federal agreements from 1 department — above the 90th percentile of recipients funded by Immigration, Refugees and Citizenship Canada | Immigration, Réfugiés et Citoyenneté Canada — with the most recent agreement dated 2020-04-01: 6.4 years of subsequent silence in the corpus as of 2026-09-01.
Why this may be benign · A single large capital or research award is expected to be followed by silence; one-off funding is not a zombie signal on its own.
The dataset shows Breathe Life Inc. (BN 704365295) received $783,076 across 3 federal agreements from 1 department — above the 90th percentile of recipients funded by National Research Council Canada | Conseil national de recherches Canada — with the most recent agreement dated 2020-04-01: 6.4 years of subsequent silence in the corpus as of 2026-09-01.
The dataset shows Kivuto Solutions Inc. (BN 891756769) received $781,808 across 2 federal agreements from 1 department — above the 90th percentile of recipients funded by National Research Council Canada | Conseil national de recherches Canada — with the most recent agreement dated 2020-04-01: 6.4 years of subsequent silence in the corpus as of 2026-09-01.
The dataset shows Technologies Datavalet inc. (BN 888047222) received $777,380 across 2 federal agreements from 1 department — above the 90th percentile of recipients funded by National Research Council Canada | Conseil national de recherches Canada — with the most recent agreement dated 2020-04-01: 6.4 years of subsequent silence in the corpus as of 2026-09-01.
The dataset shows Musqueam First Nation l Musqueam First Nation (BN 131222804) received $1,538,414 across 1 federal agreements from 1 department — above the 90th percentile of recipients funded by Fisheries and Oceans Canada | Pêches et Océans Canada — with the most recent agreement dated 2020-04-01: 6.4 years of subsequent silence in the corpus as of 2026-09-01.
Why this may be benign · A single large capital or research award is expected to be followed by silence; one-off funding is not a zombie signal on its own.
The dataset shows Pacific Salmon Foundation | Pacific Salmon Foundation (BN 119075638) received $1,535,827 across 2 federal agreements from 1 department — above the 90th percentile of recipients funded by Fisheries and Oceans Canada | Pêches et Océans Canada — with the most recent agreement dated 2020-04-01: 6.4 years of subsequent silence in the corpus as of 2026-09-01.
The dataset shows LogiSense Corporation (BN 871782447) received $762,300 across 1 federal agreements from 1 department — above the 90th percentile of recipients funded by National Research Council Canada | Conseil national de recherches Canada — with the most recent agreement dated 2020-04-01: 6.4 years of subsequent silence in the corpus as of 2026-09-01.
Why this may be benign · A single large capital or research award is expected to be followed by silence; one-off funding is not a zombie signal on its own.
The dataset shows International Women of Saskatoon (BN 126123819RT0001) received $23,205,382 across 3 federal agreements from 1 department — above the 90th percentile of recipients funded by Immigration, Refugees and Citizenship Canada | Immigration, Réfugiés et Citoyenneté Canada — with the most recent agreement dated 2020-04-01: 6.4 years of subsequent silence in the corpus as of 2026-09-01.
The dataset shows Board of Education of School District No 43 (BN 129819868RT0001) received $23,053,304 across 5 federal agreements from 1 department — above the 90th percentile of recipients funded by Immigration, Refugees and Citizenship Canada | Immigration, Réfugiés et Citoyenneté Canada — with the most recent agreement dated 2020-04-01: 6.4 years of subsequent silence in the corpus as of 2026-09-01.
The dataset shows Beecher Bay First Nation l Beecher Bay First Nation (BN 106781701) received $1,432,512 across 5 federal agreements from 1 department — above the 90th percentile of recipients funded by Fisheries and Oceans Canada | Pêches et Océans Canada — with the most recent agreement dated 2020-04-01: 6.4 years of subsequent silence in the corpus as of 2026-09-01.
The dataset shows Two Hat Security Research Corp. (BN 810696500) received $711,480 across 1 federal agreements from 1 department — above the 90th percentile of recipients funded by National Research Council Canada | Conseil national de recherches Canada — with the most recent agreement dated 2020-04-01: 6.4 years of subsequent silence in the corpus as of 2026-09-01.
Why this may be benign · A single large capital or research award is expected to be followed by silence; one-off funding is not a zombie signal on its own.
The dataset shows Sekisui Diagnostics PEI Inc. (BN 836576355) received $710,343 across 3 federal agreements from 1 department — above the 90th percentile of recipients funded by National Research Council Canada | Conseil national de recherches Canada — with the most recent agreement dated 2020-04-01: 6.4 years of subsequent silence in the corpus as of 2026-09-01.
The dataset shows Technologies Plotly inc. (BN 844878231) received $707,380 across 2 federal agreements from 1 department — above the 90th percentile of recipients funded by National Research Council Canada | Conseil national de recherches Canada — with the most recent agreement dated 2020-04-01: 6.4 years of subsequent silence in the corpus as of 2026-09-01.
The dataset shows ASSIST Community Services Centre (BN 891514747RT0001) received $21,784,890 across 6 federal agreements from 2 departments — above the 90th percentile of recipients funded by Immigration, Refugees and Citizenship Canada | Immigration, Réfugiés et Citoyenneté Canada — with the most recent agreement dated 2020-04-01: 6.4 years of subsequent silence in the corpus as of 2026-09-01.
The dataset shows Tseycum First Nation l Tseycum First Nation (BN 891512733) received $1,406,617 across 4 federal agreements from 1 department — above the 90th percentile of recipients funded by Fisheries and Oceans Canada | Pêches et Océans Canada — with the most recent agreement dated 2020-04-01: 6.4 years of subsequent silence in the corpus as of 2026-09-01.
The dataset shows Vancouver Community College (BN 108166794RT0001) received $21,331,675 across 3 federal agreements from 1 department — above the 90th percentile of recipients funded by Immigration, Refugees and Citizenship Canada | Immigration, Réfugiés et Citoyenneté Canada — with the most recent agreement dated 2020-04-01: 6.4 years of subsequent silence in the corpus as of 2026-09-01.
The dataset shows Global Gathering Place Inc. (BN 899856017RT0001) received $21,225,629 across 2 federal agreements from 1 department — above the 90th percentile of recipients funded by Immigration, Refugees and Citizenship Canada | Immigration, Réfugiés et Citoyenneté Canada — with the most recent agreement dated 2020-04-01: 6.4 years of subsequent silence in the corpus as of 2026-09-01.
The dataset shows Esgenoopetitj First Nation l Esgenoopetitj First Nation (BN 106819774) received $1,372,475 across 5 federal agreements from 1 department — above the 90th percentile of recipients funded by Fisheries and Oceans Canada | Pêches et Océans Canada — with the most recent agreement dated 2020-04-01: 6.4 years of subsequent silence in the corpus as of 2026-09-01.
The dataset shows Vancouver Computer Vision Ltd (BN 756180121) received $680,820 across 4 federal agreements from 1 department — above the 90th percentile of recipients funded by National Research Council Canada | Conseil national de recherches Canada — with the most recent agreement dated 2020-04-01: 6.4 years of subsequent silence in the corpus as of 2026-09-01.
The dataset shows Beecher Bay First Nation l Beecher Bay First Nation (BN 106781701) received $1,367,812 across 4 federal agreements from 1 department — above the 90th percentile of recipients funded by Fisheries and Oceans Canada | Pêches et Océans Canada — with the most recent agreement dated 2020-04-01: 6.4 years of subsequent silence in the corpus as of 2026-09-01.
The dataset shows Ditidaht First Nation l Ditidaht First Nation (BN 891987935) received $1,369,310 across 2 federal agreements from 1 department — above the 90th percentile of recipients funded by Fisheries and Oceans Canada | Pêches et Océans Canada — with the most recent agreement dated 2020-04-01: 6.4 years of subsequent silence in the corpus as of 2026-09-01.
The dataset shows Central Alberta Refugee Effort (C.A.R.E.) Committee (BN 118842616RT0001) received $20,771,929 across 3 federal agreements from 1 department — above the 90th percentile of recipients funded by Immigration, Refugees and Citizenship Canada | Immigration, Réfugiés et Citoyenneté Canada — with the most recent agreement dated 2020-04-01: 6.4 years of subsequent silence in the corpus as of 2026-09-01.
The dataset shows The Calgary Bridge Foundation for Youth (BN 893743971RT0001) received $20,450,744 across 1 federal agreements from 1 department — above the 90th percentile of recipients funded by Immigration, Refugees and Citizenship Canada | Immigration, Réfugiés et Citoyenneté Canada — with the most recent agreement dated 2020-04-01: 6.4 years of subsequent silence in the corpus as of 2026-09-01.
Why this may be benign · A single large capital or research award is expected to be followed by silence; one-off funding is not a zombie signal on its own.
The dataset shows Settlement Assistance and Family Support Services (SAFSS) (BN 132638719RT0001) received $20,380,426 across 3 federal agreements from 1 department — above the 90th percentile of recipients funded by Immigration, Refugees and Citizenship Canada | Immigration, Réfugiés et Citoyenneté Canada — with the most recent agreement dated 2020-04-01: 6.4 years of subsequent silence in the corpus as of 2026-09-01.
The dataset shows Wavo.me Inc. (BN 851398289) received $650,496 across 1 federal agreements from 1 department — above the 90th percentile of recipients funded by National Research Council Canada | Conseil national de recherches Canada — with the most recent agreement dated 2020-04-01: 6.4 years of subsequent silence in the corpus as of 2026-09-01.
Why this may be benign · A single large capital or research award is expected to be followed by silence; one-off funding is not a zombie signal on its own.
The dataset shows Edmonton Immigrant Services Association (BN 123161432RT0001) received $20,118,097 across 2 federal agreements from 1 department — above the 90th percentile of recipients funded by Immigration, Refugees and Citizenship Canada | Immigration, Réfugiés et Citoyenneté Canada — with the most recent agreement dated 2020-04-01: 6.4 years of subsequent silence in the corpus as of 2026-09-01.
The dataset shows St. Stephen's Community House (BN 119201960RT0001) received $19,808,076 across 5 federal agreements from 1 department — above the 90th percentile of recipients funded by Immigration, Refugees and Citizenship Canada | Immigration, Réfugiés et Citoyenneté Canada — with the most recent agreement dated 2020-04-01: 6.4 years of subsequent silence in the corpus as of 2026-09-01.
The dataset shows North Shore Multicultural Society (BN 13484321RT0001) received $19,764,719 across 4 federal agreements from 1 department — above the 90th percentile of recipients funded by Immigration, Refugees and Citizenship Canada | Immigration, Réfugiés et Citoyenneté Canada — with the most recent agreement dated 2020-04-01: 6.4 years of subsequent silence in the corpus as of 2026-09-01.
The dataset shows Poka inc. (BN 809182249) received $630,168 across 1 federal agreements from 1 department — above the 90th percentile of recipients funded by National Research Council Canada | Conseil national de recherches Canada — with the most recent agreement dated 2020-04-01: 6.4 years of subsequent silence in the corpus as of 2026-09-01.
Why this may be benign · A single large capital or research award is expected to be followed by silence; one-off funding is not a zombie signal on its own.
The dataset shows HitGrab Inc. (BN 860635390) received $630,000 across 2 federal agreements from 1 department — above the 90th percentile of recipients funded by National Research Council Canada | Conseil national de recherches Canada — with the most recent agreement dated 2020-04-01: 6.4 years of subsequent silence in the corpus as of 2026-09-01.
The dataset shows ABC Advanced Business Communications Corp. (BN 870776366) received $630,820 across 6 federal agreements from 1 department — above the 90th percentile of recipients funded by National Research Council Canada | Conseil national de recherches Canada — with the most recent agreement dated 2020-04-01: 6.4 years of subsequent silence in the corpus as of 2026-09-01.
The dataset shows Semiahmoo First Nation l Semiahmoo First Nation (BN 888918844) received $1,260,032 across 1 federal agreements from 1 department — above the 90th percentile of recipients funded by Fisheries and Oceans Canada | Pêches et Océans Canada — with the most recent agreement dated 2020-04-01: 6.4 years of subsequent silence in the corpus as of 2026-09-01.
Why this may be benign · A single large capital or research award is expected to be followed by silence; one-off funding is not a zombie signal on its own.
The dataset shows ArchiData inc. (BN 140909706) received $614,264 across 2 federal agreements from 1 department — above the 90th percentile of recipients funded by National Research Council Canada | Conseil national de recherches Canada — with the most recent agreement dated 2020-04-01: 6.4 years of subsequent silence in the corpus as of 2026-09-01.
The dataset shows Urthecast Corp. (BN 855908000) received $608,528 across 2 federal agreements from 1 department — above the 90th percentile of recipients funded by National Research Council Canada | Conseil national de recherches Canada — with the most recent agreement dated 2020-04-01: 6.4 years of subsequent silence in the corpus as of 2026-09-01.
The dataset shows Quantum Benchmark Inc. (BN 730291721) received $604,492 across 3 federal agreements from 1 department — above the 90th percentile of recipients funded by National Research Council Canada | Conseil national de recherches Canada — with the most recent agreement dated 2020-04-01: 6.4 years of subsequent silence in the corpus as of 2026-09-01.
The dataset shows CultureLink Settlement and Community Services (BN 892339979RT0001) received $18,700,892 across 2 federal agreements from 1 department — above the 90th percentile of recipients funded by Immigration, Refugees and Citizenship Canada | Immigration, Réfugiés et Citoyenneté Canada — with the most recent agreement dated 2020-04-01: 6.4 years of subsequent silence in the corpus as of 2026-09-01.
The dataset shows Job Skills - Employment and Business Programs and Supports (BN 128327293RT0001) received $18,406,187 across 5 federal agreements from 1 department — above the 90th percentile of recipients funded by Immigration, Refugees and Citizenship Canada | Immigration, Réfugiés et Citoyenneté Canada — with the most recent agreement dated 2020-04-01: 6.4 years of subsequent silence in the corpus as of 2026-09-01.