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 End Homelessness Winnipeg Inc (BN 819861964RR0001) received $2,936,322 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 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 Coalition of Hamilton Indigenous Leadership Inc (BN 821858651RC0001) received $3,377,243 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 2020-04-01: 6.4 years of subsequent silence in the corpus as of 2026-09-01.
The dataset shows Affordable Housing Association of Nova Scotia (BN 822320701RP0000) received $18,912,765 across 4 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 2020-04-01: 6.4 years of subsequent silence in the corpus as of 2026-09-01.
The dataset shows 360incentives.com Canada, Inc. (BN 827551029) received $3,659,040 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 Mariposa Dairy Ltd (BN 830200879) received $1,250,172 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 Alaya Care Inc. (BN 831371976) received $2,619,688 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 Western Ontario Community Futures Development Corp. Assoc. (BN 833939283) received $20,485,000 across 4 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 2020-04-01: 6.4 years of subsequent silence in the corpus as of 2026-09-01.
The dataset shows Prince Rupert Aboriginal Community Services Society (BN 834292542RP0001) received $1,463,770 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 2020-04-01: 6.4 years of subsequent silence in the corpus as of 2026-09-01.
The dataset shows Ample Organics Inc. (BN 840049985) received $1,270,664 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 WorkJam Inc. (BN 842960791) received $1,453,000 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 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 Logiciel Tracktik inc. (BN 847059409) received $1,351,812 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 Vouchr Ltd. (BN 850334467) received $1,383,444 across 3 federal agreements from 2 departments — 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 Premier Tech Home & Garden inc. (BN 850963992) received $2,327,556 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 Unbounce Marketing Solutions Incorporated (BN 851593061) received $1,799,028 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 General Fusion Inc. (BN 853447134) received $49,955,988 across 2 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 2020-04-01: 6.4 years of subsequent silence in the corpus as of 2026-09-01.
The dataset shows SWITCH Materials Inc. (BN 858803166) received $8,643,504 across 3 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 2020-04-01: 6.4 years of subsequent silence in the corpus as of 2026-09-01.
The dataset shows New Canadians' Centre of Excellence Inc. (BN 862398732RT0001) received $59,262,956 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 Civil Air Search and Rescue Association (BN 863859054) received $15,500,000 across 1 federal agreements from 1 department — above the 90th percentile of recipients funded by National Defence | Défense nationale — 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 Community Futures Development Corporation of Perth County (BN 865648919) received $6,460,334 across 10 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 2020-04-01: 6.4 years of subsequent silence in the corpus as of 2026-09-01.
The dataset shows Medicine Hat Community Housing Society (BN 868904236RR0001) received $2,462,196 across 4 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 2020-04-01: 6.4 years of subsequent silence in the corpus as of 2026-09-01.
The dataset shows ProntoForms Inc (BN 869259614) received $1,603,776 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 Sudbury Airport Community Development Corporation (BN 869660381) received $6,250,380 across 4 federal agreements from 2 departments — above the 90th percentile of recipients funded by Federal Economic Development Agency for Northern Ontario | Agence fédérale de développement économique pour le Nord 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 EION Inc. (BN 870048014) received $2,209,835 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 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 Bathurst Youth Centre des jeunes inc. (BN 870087483RP0001) received $972,944 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 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 eSentire Inc. (BN 870101516) received $3,008,544 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 Lu'ma Native BCH Housing Society (BN 870398062RT0001) received $90,522,556 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 2020-04-01: 6.4 years of subsequent silence in the corpus as of 2026-09-01.
The dataset shows Fast Track – Community Centre for Skills, Development and Training (BN 870765864RT0001) received $35,760,979 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 NEXICOM INC. (BN 871666699) received $3,055,353 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 2020-04-01: 6.4 years of subsequent silence in the corpus as of 2026-09-01.
The dataset shows Calgary Homeless Foundation (BN 880846829RR0001) received $55,723,810 across 4 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 2020-04-01: 6.4 years of subsequent silence in the corpus as of 2026-09-01.
The dataset shows Dalhousie University - Dalhousie University (BN 886806561) received $9,161,250 across 2 federal agreements from 1 department — above the 90th percentile of recipients funded by Social Sciences and Humanities Research Council of Canada | Conseil de recherches en sciences humaines du 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 Cairdeil Place Society (BN 890998198RP0001) received $3,990,626 across 4 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 2020-04-01: 6.4 years of subsequent silence in the corpus as of 2026-09-01.
The dataset shows Brain Canada Foundation (BN 891052094) received $44,676,683 across 1 federal agreements from 1 department — above the 90th percentile of recipients funded by Health Canada | Santé 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 Saskatoon Housing Initiatives Programs, Inc (BN 891611527RT0001) received $1,458,453 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 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 L'Unité d'intervention mobile l'Anonyme Inc (BN 891954539RP0001) received $900,588 across 3 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 2020-04-01: 6.4 years of subsequent silence in the corpus as of 2026-09-01.
The dataset shows Federation for the Humanities and Social Sciences / Fédération des sciences humaines (BN 892411141) received $1,808,550 across 1 federal agreements from 1 department — above the 90th percentile of recipients funded by Social Sciences and Humanities Research Council of Canada | Conseil de recherches en sciences humaines du 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 DMT Development Systems Group Inc. (BN 892937996) received $2,530,836 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 Stl'atl'imx Tribal Police Board | Service de police tribal de Stl'atl'imx (BN 8931 04570 RT0001) received $15,831,053 across 1 federal agreements from 1 department — above the 90th percentile of recipients funded by Public Safety Canada | Sécurité publique 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 Toronto District School Board (BN 895788222RT0001) received $114,705,399 across 7 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 DANA TM4 Inc. (BN 896155827) received $1,839,684 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 Lytton First Nation (BN N/A. LYTTON FIRST NATION, a band as defined in the Indian Act R.S.C., 1985 C. 1-5) received $1,041,831 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 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 Avalon Battery (Canada) Corporation (BN 831986187) received $1,078,508 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 Antex Western Ltd. (BN 105633499) received $1,053,744 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 MetaLab Design Ltd (BN 843828583) received $975,744 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 GREATER LONDON INTERNATIONAL AIRPORT AUTHORITY (BN 890765050) received $4,500,000 across 1 federal agreements from 1 department — 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.
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 Indus Community Services (BN 107505810RT0001) received $28,106,614 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 SecureKey Technologies Inc. (BN 807333554) received $894,432 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 Alogient Inc. (BN 839143070) received $890,000 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 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 Inter-Cultural Association of Greater Victoria (BN 107509838RT0001) received $26,848,512 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 MOSAIC - Newcomer Family Resource Network INC. (BN 858956659RT0001) received $26,724,088 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 CORE ENERGY RECOVERY SOLUTIONS INC. (BN 847273679) received $859,840 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.