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 OCEAN NUTRITION CANADA LTD. received $1,460,981 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 2012-03-28: 14.4 years of subsequent silence in the corpus as of 2026-09-01.
Why this may be benign · The recipient business number is missing or a placeholder ('0', all-zeros, '-', 'n/a'): rows were grouped by legal name only, so distinct entities with the same name may be merged (KNOWN-DATA-ISSUES F-6/F-7).
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 Camouflage Software Inc.|Camouflage Software Inc. received $2,788,825 across 4 federal agreements from 1 department — above the 90th percentile of recipients funded by Atlantic Canada Opportunities Agency | Agence de promotion économique du Canada atlantique — with the most recent agreement dated 2012-03-28: 14.4 years of subsequent silence in the corpus as of 2026-09-01.
Why this may be benign · The recipient business number is missing or a placeholder ('0', all-zeros, '-', 'n/a'): rows were grouped by legal name only, so distinct entities with the same name may be merged (KNOWN-DATA-ISSUES F-6/F-7).
The dataset shows Centre de développement d'entreprises technologiques received $2,856,995 across 9 federal agreements from 1 department — above the 90th percentile of recipients funded by Canada Economic Development for Quebec Regions | Développement économique Canada pour les régions du Québec — with the most recent agreement dated 2012-03-28: 14.4 years of subsequent silence in the corpus as of 2026-09-01.
Why this may be benign · The recipient business number is missing or a placeholder ('0', all-zeros, '-', 'n/a'): rows were grouped by legal name only, so distinct entities with the same name may be merged (KNOWN-DATA-ISSUES F-6/F-7).
The dataset shows MUNICIPALITE DE SAINTE-FLAVIE received $2,108,394 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 2012-03-28: 14.4 years of subsequent silence in the corpus as of 2026-09-01.
Why this may be benign · The recipient business number is missing or a placeholder ('0', all-zeros, '-', 'n/a'): rows were grouped by legal name only, so distinct entities with the same name may be merged (KNOWN-DATA-ISSUES F-6/F-7).
The dataset shows Centre for Aquatic Health Sciences Society received $1,697,000 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 2012-03-28: 14.4 years of subsequent silence in the corpus as of 2026-09-01.
Why this may be benign · The recipient business number is missing or a placeholder ('0', all-zeros, '-', 'n/a'): rows were grouped by legal name only, so distinct entities with the same name may be merged (KNOWN-DATA-ISSUES F-6/F-7).
The dataset shows MUNICIPALITE DE SAINT-SIMEON received $1,570,000 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 2012-03-28: 14.4 years of subsequent silence in the corpus as of 2026-09-01.
Why this may be benign · The recipient business number is missing or a placeholder ('0', all-zeros, '-', 'n/a'): rows were grouped by legal name only, so distinct entities with the same name may be merged (KNOWN-DATA-ISSUES F-6/F-7).
The dataset shows MITOMICS INC received $700,000 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 2012-03-28: 14.4 years of subsequent silence in the corpus as of 2026-09-01.
Why this may be benign · The recipient business number is missing or a placeholder ('0', all-zeros, '-', 'n/a'): rows were grouped by legal name only, so distinct entities with the same name may be merged (KNOWN-DATA-ISSUES F-6/F-7).
The dataset shows Fancy Pokket Corporation|Fancy Pokket Corporation received $1,153,570 across 5 federal agreements from 1 department — above the 90th percentile of recipients funded by Atlantic Canada Opportunities Agency | Agence de promotion économique du Canada atlantique — with the most recent agreement dated 2012-03-28: 14.4 years of subsequent silence in the corpus as of 2026-09-01.
Why this may be benign · The recipient business number is missing or a placeholder ('0', all-zeros, '-', 'n/a'): rows were grouped by legal name only, so distinct entities with the same name may be merged (KNOWN-DATA-ISSUES F-6/F-7).
The dataset shows Commission de développement des ressources humaines des Premières Nations du Québec (CDRHPNQ) received $3,982,586 across 2 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 2012-03-29: 14.4 years of subsequent silence in the corpus as of 2026-09-01.
Why this may be benign · The recipient business number is missing or a placeholder ('0', all-zeros, '-', 'n/a'): rows were grouped by legal name only, so distinct entities with the same name may be merged (KNOWN-DATA-ISSUES F-6/F-7).
The dataset shows Commission nationale des parents francophones received $2,429,000 across 2 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 2012-03-29: 14.4 years of subsequent silence in the corpus as of 2026-09-01.
Why this may be benign · The recipient business number is missing or a placeholder ('0', all-zeros, '-', 'n/a'): rows were grouped by legal name only, so distinct entities with the same name may be merged (KNOWN-DATA-ISSUES F-6/F-7).
The dataset shows Ndinawemaaganag Endaawaad Inc. received $1,594,745 across 9 federal agreements from 2 departments — above the 90th percentile of recipients funded by Employment and Social Development Canada | Emploi et Développement social Canada — with the most recent agreement dated 2012-03-29: 14.4 years of subsequent silence in the corpus as of 2026-09-01.
Why this may be benign · The recipient business number is missing or a placeholder ('0', all-zeros, '-', 'n/a'): rows were grouped by legal name only, so distinct entities with the same name may be merged (KNOWN-DATA-ISSUES F-6/F-7).
The dataset shows Okanagan Boys & Girls Clubs received $780,315 across 5 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 2012-03-29: 14.4 years of subsequent silence in the corpus as of 2026-09-01.
Why this may be benign · The recipient business number is missing or a placeholder ('0', all-zeros, '-', 'n/a'): rows were grouped by legal name only, so distinct entities with the same name may be merged (KNOWN-DATA-ISSUES F-6/F-7).
The dataset shows ICO THERAPEUTICS INC. received $1,171,208 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 2012-03-29: 14.4 years of subsequent silence in the corpus as of 2026-09-01.
Why this may be benign · The recipient business number is missing or a placeholder ('0', all-zeros, '-', 'n/a'): rows were grouped by legal name only, so distinct entities with the same name may be merged (KNOWN-DATA-ISSUES F-6/F-7).
The dataset shows ADRIQ - ASSOC. POUR LE DÉVELOPPEMENT DE LA RECHERCHE ET DE L'INNOVATION DU QUÉBEC received $700,000 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 2012-03-29: 14.4 years of subsequent silence in the corpus as of 2026-09-01.
Why this may be benign · The recipient business number is missing or a placeholder ('0', all-zeros, '-', 'n/a'): rows were grouped by legal name only, so distinct entities with the same name may be merged (KNOWN-DATA-ISSUES F-6/F-7).
The dataset shows Atlantic Wallboard Limited Partnership|Atlantic Wallboard Limited Partnership received $42,405,000 across 3 federal agreements from 1 department — above the 90th percentile of recipients funded by Atlantic Canada Opportunities Agency | Agence de promotion économique du Canada atlantique — with the most recent agreement dated 2012-03-30: 14.4 years of subsequent silence in the corpus as of 2026-09-01.
Why this may be benign · The recipient business number is missing or a placeholder ('0', all-zeros, '-', 'n/a'): rows were grouped by legal name only, so distinct entities with the same name may be merged (KNOWN-DATA-ISSUES F-6/F-7).
The dataset shows Kenjgewin Teg Educational Institute received $2,089,597 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 2012-03-30: 14.4 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 Mennonite Central Committee BC received $2,599,105 across 8 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 2012-03-30: 14.4 years of subsequent silence in the corpus as of 2026-09-01.
Why this may be benign · The recipient business number is missing or a placeholder ('0', all-zeros, '-', 'n/a'): rows were grouped by legal name only, so distinct entities with the same name may be merged (KNOWN-DATA-ISSUES F-6/F-7).
The dataset shows St. Joseph Immigrant Women’s Centre received $41,211,074 across 15 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 2012-03-30: 14.4 years of subsequent silence in the corpus as of 2026-09-01.
Why this may be benign · The recipient business number is missing or a placeholder ('0', all-zeros, '-', 'n/a'): rows were grouped by legal name only, so distinct entities with the same name may be merged (KNOWN-DATA-ISSUES F-6/F-7).
The dataset shows Sevita International Corporation|Sevita International Corporation received $2,751,809 across 1 federal agreements from 1 department — above the 90th percentile of recipients funded by Atlantic Canada Opportunities Agency | Agence de promotion économique du Canada atlantique — with the most recent agreement dated 2012-03-30: 14.4 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 Société de gestion du Centre d'excellence en thérapie cellulaire de l'hôpital Maisonneuve-Rosemont received $1,644,000 across 1 federal agreements from 1 department — above the 90th percentile of recipients funded by Canada Economic Development for Quebec Regions | Développement économique Canada pour les régions du Québec — with the most recent agreement dated 2012-03-30: 14.4 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 Kinder Morgan Canada Terminals L.P. received $2,000,000 across 1 federal agreements from 1 department — above the 90th percentile of recipients funded by Transport Canada | Transports Canada — with the most recent agreement dated 2012-03-30: 14.4 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 Corporation of the Township of Uxbridge (BN 000010603) received $815,989 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 2012-04-01: 14.4 years of subsequent silence in the corpus as of 2026-09-01.
The dataset shows Chabad at Flamingo Inc. (BN 001361544) received $648,600 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 2012-04-01: 14.4 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 Corporation of the County of Wellington (BN 106975485) received $721,300 across 3 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 2012-04-01: 14.4 years of subsequent silence in the corpus as of 2026-09-01.
The dataset shows Corporation of The City of St. Thomas (BN 106984131) received $2,317,667 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 2012-04-01: 14.4 years of subsequent silence in the corpus as of 2026-09-01.
The dataset shows The Corporation of the City of Thorold (BN 106984149) received $532,288 across 2 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 2012-04-01: 14.4 years of subsequent silence in the corpus as of 2026-09-01.
The dataset shows The Corporation of the Municipality of Central Huron (BN 106984487) received $1,018,134 across 2 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 2012-04-01: 14.4 years of subsequent silence in the corpus as of 2026-09-01.
The dataset shows The Corporation of the Town of Richmond Hill (BN 106984834) received $2,746,892 across 7 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 2012-04-01: 14.4 years of subsequent silence in the corpus as of 2026-09-01.
The dataset shows Corporation of the Township of North Huron (BN 106984925) received $1,330,373 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 2012-04-01: 14.4 years of subsequent silence in the corpus as of 2026-09-01.
The dataset shows Corporation of Township of Zorra (BN 106985187) received $515,000 across 2 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 2012-04-01: 14.4 years of subsequent silence in the corpus as of 2026-09-01.
The dataset shows Corporation of the Town of Orangeville (BN 106986151) received $2,586,933 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 2012-04-01: 14.4 years of subsequent silence in the corpus as of 2026-09-01.
The dataset shows County of Oxford (BN 106989148) received $564,447 across 2 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 2012-04-01: 14.4 years of subsequent silence in the corpus as of 2026-09-01.
The dataset shows Young Men's Christian Association (BN 107572687) received $847,474 across 3 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 2012-04-01: 14.4 years of subsequent silence in the corpus as of 2026-09-01.
The dataset shows The Corporation of the City of Pickering (BN 108078593) received $1,272,396 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 2012-04-01: 14.4 years of subsequent silence in the corpus as of 2026-09-01.
The dataset shows Township of Terrace Bay (BN 108078650) received $1,563,172 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 2012-04-01: 14.4 years of subsequent silence in the corpus as of 2026-09-01.
The dataset shows Hamilton Region Conservation Authority (BN 108083890) received $1,001,864 across 3 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 2012-04-01: 14.4 years of subsequent silence in the corpus as of 2026-09-01.
The dataset shows The Toronto and Region Conservation Authority (BN 108088584) received $1,969,297 across 6 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 2012-04-01: 14.4 years of subsequent silence in the corpus as of 2026-09-01.
The dataset shows The Corporation of the Town of Wasaga Beach (BN 108101577) received $831,335 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 2012-04-01: 14.4 years of subsequent silence in the corpus as of 2026-09-01.
The dataset shows Corporation of the Town of Caledon (BN 108125410) received $17,174,038 across 16 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 2012-04-01: 14.4 years of subsequent silence in the corpus as of 2026-09-01.
The dataset shows Town of Halton Hills (BN 108126897) received $2,890,058 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 2012-04-01: 14.4 years of subsequent silence in the corpus as of 2026-09-01.
The dataset shows The Corporation of the Town of Petrolia (BN 108128901) received $1,173,385 across 3 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 2012-04-01: 14.4 years of subsequent silence in the corpus as of 2026-09-01.
The dataset shows Municipality of Strathroy-Caradoc (BN 108130212) received $1,871,250 across 3 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 2012-04-01: 14.4 years of subsequent silence in the corpus as of 2026-09-01.
The dataset shows The Corporation of the Town of Whitchurch-Stouffville (BN 108131020) received $1,117,165 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 2012-04-01: 14.4 years of subsequent silence in the corpus as of 2026-09-01.
The dataset shows The Corporation of the Township of Hamilton (BN 108131343) received $830,622 across 3 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 2012-04-01: 14.4 years of subsequent silence in the corpus as of 2026-09-01.
The dataset shows The Corporation of the Township of Augusta (BN 108131657) received $698,518 across 7 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 2012-04-01: 14.4 years of subsequent silence in the corpus as of 2026-09-01.
The dataset shows Corporation of the Township of Blandford-Blenheim (BN 108131806) received $1,067,075 across 3 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 2012-04-01: 14.4 years of subsequent silence in the corpus as of 2026-09-01.
The dataset shows Corporation of the Township of Essa (BN 108132515) received $813,760 across 3 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 2012-04-01: 14.4 years of subsequent silence in the corpus as of 2026-09-01.
The dataset shows The Corporation of the Town of Kingsville (BN 108132697) received $1,449,625 across 2 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 2012-04-01: 14.4 years of subsequent silence in the corpus as of 2026-09-01.
The dataset shows Township of South-West Oxford (BN 108134347) received $1,085,677 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 2012-04-01: 14.4 years of subsequent silence in the corpus as of 2026-09-01.
The dataset shows Corporation of the Township of Wilmot (BN 108134834) received $611,248 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 2012-04-01: 14.4 years of subsequent silence in the corpus as of 2026-09-01.