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 Valley Heartland Community Futures Development Corporation (BN 132301805) received $12,394,298 across 29 federal agreements from 2 departments — above the 90th percentile of recipients funded by Innovation, Science and Economic Development Canada | Innovation, Sciences et Développement économique Canada — with the most recent agreement dated 2021-04-01: 5.4 years of subsequent silence in the corpus as of 2026-09-01.
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 Saugeen Economic Development Corp. (BN 133069393) received $5,476,742 across 13 federal agreements from 2 departments — above the 90th percentile of recipients funded by Innovation, Science and Economic Development Canada | Innovation, Sciences et Développement économique Canada — with the most recent agreement dated 2021-04-01: 5.4 years of subsequent silence in the corpus as of 2026-09-01.
The dataset shows Canadian Aquaculture Industry Alliance (BN 133369686) received $971,303 across 1 federal agreements from 1 department — above the 90th percentile of recipients funded by Agriculture and Agri-Food Canada | Agriculture et Agroalimentaire Canada — with the most recent agreement dated 2021-04-01: 5.4 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 Farm Management Canada / Gestion agricole du Canada (BN 133984658) received $1,013,706 across 2 federal agreements from 1 department — above the 90th percentile of recipients funded by Agriculture and Agri-Food Canada | Agriculture et Agroalimentaire Canada — with the most recent agreement dated 2021-04-01: 5.4 years of subsequent silence in the corpus as of 2026-09-01.
The dataset shows Société de développement communautaire de Prescott-Russell (BN 136921111) received $11,293,060 across 17 federal agreements from 2 departments — above the 90th percentile of recipients funded by Innovation, Science and Economic Development Canada | Innovation, Sciences et Développement économique Canada — with the most recent agreement dated 2021-04-01: 5.4 years of subsequent silence in the corpus as of 2026-09-01.
The dataset shows Oxford Small Business Support Centre Inc. (BN 137824405) received $7,957,972 across 17 federal agreements from 2 departments — above the 90th percentile of recipients funded by Innovation, Science and Economic Development Canada | Innovation, Sciences et Développement économique Canada — with the most recent agreement dated 2021-04-01: 5.4 years of subsequent silence in the corpus as of 2026-09-01.
The dataset shows Manitoba Women's Enterprise Centre Inc|Centre d'entreprise des femmes du Manitoba inc. (BN 140599580) received $8,136,000 across 4 federal agreements from 1 department — above the 90th percentile of recipients funded by Western Economic Diversification Canada | Diversification de l'économie de l'Ouest Canada — with the most recent agreement dated 2021-04-01: 5.4 years of subsequent silence in the corpus as of 2026-09-01.
The dataset shows Deep Biologics Inc. (BN 754057271) received $2,000,000 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 2021-04-01: 5.4 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 Centre for Commercialization of Cancer Immunotherapy (BN 787733690) received $1,000,000 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 2021-04-01: 5.4 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 Canadian Mobility and Aerospace Institute (BN 788212314RT0001) received $999,015 across 1 federal agreements from 1 department — above the 90th percentile of recipients funded by Employment and Social Development Canada | Emploi et Développement social Canada — with the most recent agreement dated 2021-04-01: 5.4 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 adMare BioInnovations / BioInnovations adMareBioInnovations adMare (BN 790529937) received $92,000,000 across 1 federal agreements from 1 department — above the 90th percentile of recipients funded by Innovation, Science and Economic Development Canada | Innovation, Sciences et Développement économique Canada — with the most recent agreement dated 2021-04-01: 5.4 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 Merinov l Merinov (BN 807298666) received $2,597,863 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 2021-04-01: 5.4 years of subsequent silence in the corpus as of 2026-09-01.
The dataset shows Canadian Food Innovation Network (BN 819624644) received $1,925,000 across 1 federal agreements from 1 department — above the 90th percentile of recipients funded by Agriculture and Agri-Food Canada | Agriculture et Agroalimentaire Canada — with the most recent agreement dated 2021-04-01: 5.4 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 Prairie Oat Growers Association (BN 841157902) received $867,240 across 2 federal agreements from 1 department — above the 90th percentile of recipients funded by Agriculture and Agri-Food Canada | Agriculture et Agroalimentaire Canada — with the most recent agreement dated 2021-04-01: 5.4 years of subsequent silence in the corpus as of 2026-09-01.
The dataset shows LM Wind Power Blades (Canada) Inc. (BN 845268671) received $25,000,000 across 1 federal agreements from 1 department — above the 90th percentile of recipients funded by Innovation, Science and Economic Development Canada | Innovation, Sciences et Développement économique Canada — with the most recent agreement dated 2021-04-01: 5.4 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 Drillform Technical Services Ltd. (BN 849423009) received $990,000 across 5 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 2021-04-01: 5.4 years of subsequent silence in the corpus as of 2026-09-01.
The dataset shows Engage Nova Scotia Civic Engagement Society (BN 854284924RR0001) received $752,000 across 1 federal agreements from 1 department — above the 90th percentile of recipients funded by Employment and Social Development Canada | Emploi et Développement social Canada — with the most recent agreement dated 2021-04-01: 5.4 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 South Lake Community Futures Development Corporation (BN 863359709) received $8,263,884 across 14 federal agreements from 2 departments — above the 90th percentile of recipients funded by Innovation, Science and Economic Development Canada | Innovation, Sciences et Développement économique Canada — with the most recent agreement dated 2021-04-01: 5.4 years of subsequent silence in the corpus as of 2026-09-01.
The dataset shows Nottawasaga Community Futures Development Corp. (BN 863382701) received $5,437,677 across 12 federal agreements from 2 departments — above the 90th percentile of recipients funded by Innovation, Science and Economic Development Canada | Innovation, Sciences et Développement économique Canada — with the most recent agreement dated 2021-04-01: 5.4 years of subsequent silence in the corpus as of 2026-09-01.
The dataset shows Frontenac Community Futures Development Corporation (BN 864304605) received $14,734,822 across 35 federal agreements from 2 departments — above the 90th percentile of recipients funded by Innovation, Science and Economic Development Canada | Innovation, Sciences et Développement économique Canada — with the most recent agreement dated 2021-04-01: 5.4 years of subsequent silence in the corpus as of 2026-09-01.
The dataset shows Community Futures Development Corp. of Wellington-Waterloo (BN 864701305) received $7,551,429 across 13 federal agreements from 2 departments — above the 90th percentile of recipients funded by Innovation, Science and Economic Development Canada | Innovation, Sciences et Développement économique Canada — with the most recent agreement dated 2021-04-01: 5.4 years of subsequent silence in the corpus as of 2026-09-01.
The dataset shows CFDC of Middlesex County (BN 865258412) received $10,070,792 across 32 federal agreements from 2 departments — above the 90th percentile of recipients funded by Innovation, Science and Economic Development Canada | Innovation, Sciences et Développement économique Canada — with the most recent agreement dated 2021-04-01: 5.4 years of subsequent silence in the corpus as of 2026-09-01.
The dataset shows Canadian Malting Barley Technical Centre (CMBTC) (BN 866397490) received $960,025 across 1 federal agreements from 1 department — above the 90th percentile of recipients funded by Agriculture and Agri-Food Canada | Agriculture et Agroalimentaire Canada — with the most recent agreement dated 2021-04-01: 5.4 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 Kawartha Lakes Community Future Development (BN 866834013) received $7,682,220 across 14 federal agreements from 2 departments — above the 90th percentile of recipients funded by Innovation, Science and Economic Development Canada | Innovation, Sciences et Développement économique Canada — with the most recent agreement dated 2021-04-01: 5.4 years of subsequent silence in the corpus as of 2026-09-01.
The dataset shows Canada Foundation For Innovation (BN 880985866) received $7,371,304,987 across 4 federal agreements from 1 department — above the 90th percentile of recipients funded by Innovation, Science and Economic Development Canada | Innovation, Sciences et Développement économique Canada — with the most recent agreement dated 2021-04-01: 5.4 years of subsequent silence in the corpus as of 2026-09-01.
The dataset shows CANADA FOUNDATION FOR SUSTAINABLE DEVELOPMENT TECH. (SDTC) (BN 881292817) received $1,618,739,705 across 4 federal agreements from 1 department — above the 90th percentile of recipients funded by Innovation, Science and Economic Development Canada | Innovation, Sciences et Développement économique Canada — with the most recent agreement dated 2021-04-01: 5.4 years of subsequent silence in the corpus as of 2026-09-01.
The dataset shows Women's Enterprise Centre|Centre de services pour les femmes entrepreneurs (BN 886568955) received $11,613,292 across 5 federal agreements from 1 department — above the 90th percentile of recipients funded by Western Economic Diversification Canada | Diversification de l'économie de l'Ouest Canada — with the most recent agreement dated 2021-04-01: 5.4 years of subsequent silence in the corpus as of 2026-09-01.
The dataset shows Tecumseh Community Development Corporation (BN 891299935) received $5,441,046 across 12 federal agreements from 2 departments — above the 90th percentile of recipients funded by Innovation, Science and Economic Development Canada | Innovation, Sciences et Développement économique Canada — with the most recent agreement dated 2021-04-01: 5.4 years of subsequent silence in the corpus as of 2026-09-01.
The dataset shows Two Rivers Community Development Centre (BN 892889346) received $4,152,668 across 11 federal agreements from 2 departments — above the 90th percentile of recipients funded by Innovation, Science and Economic Development Canada | Innovation, Sciences et Développement économique Canada — with the most recent agreement dated 2021-04-01: 5.4 years of subsequent silence in the corpus as of 2026-09-01.
The dataset shows Haliburton County Development Corporation (BN 894245000) received $7,872,527 across 13 federal agreements from 2 departments — above the 90th percentile of recipients funded by Innovation, Science and Economic Development Canada | Innovation, Sciences et Développement économique Canada — with the most recent agreement dated 2021-04-01: 5.4 years of subsequent silence in the corpus as of 2026-09-01.
The dataset shows Huron Business Development Corporation (BN 895821460) received $7,362,335 across 13 federal agreements from 2 departments — above the 90th percentile of recipients funded by Innovation, Science and Economic Development Canada | Innovation, Sciences et Développement économique Canada — with the most recent agreement dated 2021-04-01: 5.4 years of subsequent silence in the corpus as of 2026-09-01.
The dataset shows Renfrew County Community Futures Development Corporation (BN 896290533) received $9,504,890 across 16 federal agreements from 2 departments — above the 90th percentile of recipients funded by Innovation, Science and Economic Development Canada | Innovation, Sciences et Développement économique Canada — with the most recent agreement dated 2021-04-01: 5.4 years of subsequent silence in the corpus as of 2026-09-01.
The dataset shows Grenville Community Futures Development Corporation (BN 896334752) received $7,965,475 across 14 federal agreements from 2 departments — above the 90th percentile of recipients funded by Innovation, Science and Economic Development Canada | Innovation, Sciences et Développement économique Canada — with the most recent agreement dated 2021-04-01: 5.4 years of subsequent silence in the corpus as of 2026-09-01.
The dataset shows North Simcoe Community Futures Development Corp. (BN 896819679) received $4,979,266 across 12 federal agreements from 2 departments — above the 90th percentile of recipients funded by Innovation, Science and Economic Development Canada | Innovation, Sciences et Développement économique Canada — with the most recent agreement dated 2021-04-01: 5.4 years of subsequent silence in the corpus as of 2026-09-01.
The dataset shows 1000 Islands Community Development Corporation (BN 896975240) received $7,569,541 across 13 federal agreements from 2 departments — above the 90th percentile of recipients funded by Innovation, Science and Economic Development Canada | Innovation, Sciences et Développement économique Canada — with the most recent agreement dated 2021-04-01: 5.4 years of subsequent silence in the corpus as of 2026-09-01.
The dataset shows Greater Peterborough Business Development Centre Inc. (BN 899418461) received $7,754,116 across 13 federal agreements from 2 departments — above the 90th percentile of recipients funded by Innovation, Science and Economic Development Canada | Innovation, Sciences et Développement économique Canada — with the most recent agreement dated 2021-04-01: 5.4 years of subsequent silence in the corpus as of 2026-09-01.
The dataset shows Visions North Community Futures Development Corporation|Société d'aide au développement des collectivités Visions North (BN 131345746) received $1,769,530 across 1 federal agreements from 1 department — above the 90th percentile of recipients funded by Western Economic Diversification Canada | Diversification de l'économie de l'Ouest Canada — with the most recent agreement dated 2021-04-01: 5.4 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 Snuneymuxw First Nation (BN 1000022946) received $1,814,190 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 2021-04-01: 5.4 years of subsequent silence in the corpus as of 2026-09-01.
The dataset shows Community Futures Development Corporation of 16/37|Société d'aide au développement des collectivités de 16/37 (BN 140914995) received $1,729,775 across 1 federal agreements from 1 department — above the 90th percentile of recipients funded by Western Economic Diversification Canada | Diversification de l'économie de l'Ouest Canada — with the most recent agreement dated 2021-04-01: 5.4 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 North Central Community Futures Development Corporation Inc.|Société d'aide au développement des collectivités du Centre-Nord inc. (BN 885468348) received $1,704,460 across 1 federal agreements from 1 department — above the 90th percentile of recipients funded by Western Economic Diversification Canada | Diversification de l'économie de l'Ouest Canada — with the most recent agreement dated 2021-04-01: 5.4 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 TickTrade Systems Inc. (BN 849070974) received $865,250 across 5 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 2021-04-01: 5.4 years of subsequent silence in the corpus as of 2026-09-01.
The dataset shows Huu-Ay-Aht First Nation (BN 1000004419) received $1,735,426 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 2021-04-01: 5.4 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 Community Futures Development Corporation of Peace Liard|Société d'aide au développement des collectivités de Peace Liard (BN 897131876) received $1,654,775 across 1 federal agreements from 1 department — above the 90th percentile of recipients funded by Western Economic Diversification Canada | Diversification de l'économie de l'Ouest Canada — with the most recent agreement dated 2021-04-01: 5.4 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 Community Futures Development Corporation of Nadina|Société d'aide au développement des collectivités de Nadina (BN 140774498) received $1,649,695 across 1 federal agreements from 1 department — above the 90th percentile of recipients funded by Western Economic Diversification Canada | Diversification de l'économie de l'Ouest Canada — with the most recent agreement dated 2021-04-01: 5.4 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 Community Futures Development Corporation of Fraser Fort George|Société d'aide au développement des collectivités de Fraser Fort George (BN 134678226) received $1,604,775 across 1 federal agreements from 1 department — above the 90th percentile of recipients funded by Western Economic Diversification Canada | Diversification de l'économie de l'Ouest Canada — with the most recent agreement dated 2021-04-01: 5.4 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 Community Futures Development Corporation of the Pacific Northwest|Société d'aide au développement des collectivités du Nord-Ouest du Pacifique (BN 868879081) received $1,604,775 across 1 federal agreements from 1 department — above the 90th percentile of recipients funded by Western Economic Diversification Canada | Diversification de l'économie de l'Ouest Canada — with the most recent agreement dated 2021-04-01: 5.4 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 Community Futures Development Corporation of Cariboo-Chilcotin|Société d'aide au développement des collectivités de Cariboo-Chilcotin (BN 896324381) received $1,604,775 across 1 federal agreements from 1 department — above the 90th percentile of recipients funded by Western Economic Diversification Canada | Diversification de l'économie de l'Ouest Canada — with the most recent agreement dated 2021-04-01: 5.4 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 Community Futures Northwest Alberta|Sociétés d'aide au développement des collectivités du Nord-Ouest de l'Alberta (BN 123225898) received $1,599,815 across 1 federal agreements from 1 department — above the 90th percentile of recipients funded by Western Economic Diversification Canada | Diversification de l'économie de l'Ouest Canada — with the most recent agreement dated 2021-04-01: 5.4 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 CANADIAN SWINE EXPORTERS ASSOCIATION (BN 852216530) received $614,080 across 1 federal agreements from 1 department — above the 90th percentile of recipients funded by Agriculture and Agri-Food Canada | Agriculture et Agroalimentaire Canada — with the most recent agreement dated 2021-04-01: 5.4 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 Community Futures Grande Prairie & Region|Société d'aide au développement des collectivités de Grande Prairie et de la région (BN 513721894) received $1,582,465 across 2 federal agreements from 1 department — above the 90th percentile of recipients funded by Western Economic Diversification Canada | Diversification de l'économie de l'Ouest Canada — with the most recent agreement dated 2021-04-01: 5.4 years of subsequent silence in the corpus as of 2026-09-01.