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 Fusion Pharmaceuticals Inc. (BN 823021795) received $1,332,943 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 2020-12-20: 5.7 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 Kaloom Inc. (BN 827059791) received $2,870,772 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 2020-12-20: 5.7 years of subsequent silence in the corpus as of 2026-09-01.
The dataset shows SoundBite Medical Solutions Inc. (BN 834435232) received $1,354,849 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 2020-12-20: 5.7 years of subsequent silence in the corpus as of 2026-09-01.
The dataset shows Alpha Cancer Technologies Inc. (BN 838331098) received $1,010,018 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 2020-12-20: 5.7 years of subsequent silence in the corpus as of 2026-09-01.
The dataset shows Sequence Bioinformatics Inc. (BN 840645584) received $1,587,550 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 2020-12-20: 5.7 years of subsequent silence in the corpus as of 2026-09-01.
The dataset shows enGene Inc. (BN 886173129) received $1,200,368 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 2020-12-20: 5.7 years of subsequent silence in the corpus as of 2026-09-01.
The dataset shows TVeon Inc. (BN 828332841) received $900,276 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 2020-12-20: 5.7 years of subsequent silence in the corpus as of 2026-09-01.
The dataset shows Cloud Diagnostics Canada ULC (BN 837464197) received $1,382,943 across 5 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 2020-12-20: 5.7 years of subsequent silence in the corpus as of 2026-09-01.
The dataset shows 7226438 CANADA INC. (BN 851378661) received $860,585 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 2020-12-20: 5.7 years of subsequent silence in the corpus as of 2026-09-01.
The dataset shows ChipCare Corporation (BN 801903295) received $1,072,398 across 6 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 2020-12-20: 5.7 years of subsequent silence in the corpus as of 2026-09-01.
The dataset shows eTreat Medical Diagnostics Inc. (BN 813255239) received $814,825 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 2020-12-20: 5.7 years of subsequent silence in the corpus as of 2026-09-01.
The dataset shows Nemaska Lithium inc. (BN 848280780) received $777,679 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 2020-12-20: 5.7 years of subsequent silence in the corpus as of 2026-09-01.
The dataset shows JCM Power Corporation (BN 783309685) received $1,027,258 across 4 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 2020-12-20: 5.7 years of subsequent silence in the corpus as of 2026-09-01.
The dataset shows InMed Pharmaceuticals Inc. (BN 120103999) received $760,671 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 2020-12-20: 5.7 years of subsequent silence in the corpus as of 2026-09-01.
The dataset shows DiaMentis inc. (BN 802912840) received $690,211 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 2020-12-20: 5.7 years of subsequent silence in the corpus as of 2026-09-01.
The dataset shows Corsa Technology Inc. (BN 815871918) received $690,694 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 2020-12-20: 5.7 years of subsequent silence in the corpus as of 2026-09-01.
The dataset shows Kenota Inc. (BN 756188876) received $685,637 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 2020-12-20: 5.7 years of subsequent silence in the corpus as of 2026-09-01.
The dataset shows Phoenix Molecular Designs Ltd. (BN 808104087) received $653,707 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 2020-12-20: 5.7 years of subsequent silence in the corpus as of 2026-09-01.
The dataset shows Krugo Marketing Inc. (BN 706073897) received $652,796 across 7 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 2020-12-20: 5.7 years of subsequent silence in the corpus as of 2026-09-01.
The dataset shows FREDSENSE TECHNOLOGIES CORP (BN 807302575) received $647,592 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 2020-12-20: 5.7 years of subsequent silence in the corpus as of 2026-09-01.
The dataset shows Adapsyn Bioscience Inc. (BN 789183498) received $644,073 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 2020-12-20: 5.7 years of subsequent silence in the corpus as of 2026-09-01.
The dataset shows Lofty Sky Entertainment Inc. (BN 831449251) received $640,993 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 2020-12-20: 5.7 years of subsequent silence in the corpus as of 2026-09-01.
The dataset shows Resverlogix Corp. (BN 860332113) received $638,461 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 2020-12-20: 5.7 years of subsequent silence in the corpus as of 2026-09-01.
The dataset shows Coastal Genomics Inc. (BN 821000700) received $634,816 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 2020-12-20: 5.7 years of subsequent silence in the corpus as of 2026-09-01.
The dataset shows Green Sky Labs Inc. (BN 808234637) received $630,193 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 2020-12-20: 5.7 years of subsequent silence in the corpus as of 2026-09-01.
The dataset shows 9496041 Canada Inc (BN 798930723) received $610,702 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 2020-12-20: 5.7 years of subsequent silence in the corpus as of 2026-09-01.
The dataset shows Freshgrade Education Inc. (BN 831675293) received $600,184 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 2020-12-20: 5.7 years of subsequent silence in the corpus as of 2026-09-01.
The dataset shows Aceage Inc. (BN 815189196) received $590,165 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 2020-12-20: 5.7 years of subsequent silence in the corpus as of 2026-09-01.
The dataset shows Link Investment Management Inc. (BN 799995527) received $570,174 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 2020-12-20: 5.7 years of subsequent silence in the corpus as of 2026-09-01.
The dataset shows CHISEL AI INC. (BN 782852693) received $555,184 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 2020-12-20: 5.7 years of subsequent silence in the corpus as of 2026-09-01.
The dataset shows Aether Catalyst Solutions Inc. (BN 810696112) received $548,277 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 2020-12-20: 5.7 years of subsequent silence in the corpus as of 2026-09-01.
The dataset shows GNL Québec inc. (BN 815372578) received $542,706 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 2020-12-20: 5.7 years of subsequent silence in the corpus as of 2026-09-01.
The dataset shows Mera Cannabis Corp. (BN 813153970) received $540,916 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 2020-12-20: 5.7 years of subsequent silence in the corpus as of 2026-09-01.
The dataset shows Oceanic Releaf Inc. (BN 758942486) received $540,165 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 2020-12-20: 5.7 years of subsequent silence in the corpus as of 2026-09-01.
The dataset shows Outpost Healthcare Corporation (BN 750493488) received $533,027 across 7 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 2020-12-20: 5.7 years of subsequent silence in the corpus as of 2026-09-01.
The dataset shows Analytics for Life Inc. (BN 803064286) received $526,750 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 2020-12-20: 5.7 years of subsequent silence in the corpus as of 2026-09-01.
The dataset shows CVE-Career and Vocational Evaluations Inc (BN 897978946RT0001) received $1,950,000 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 2020-12-21: 5.7 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 Vitoeuf inc.|Vitoeuf inc. (BN 105549844) received $2,500,000 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 2020-12-23: 5.7 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 National Motor Coach Systems Ltd. (BN 120025689) received $1,000,000 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 2020-12-23: 5.7 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 Fuseforward Solutions Group Ltd. (BN 845330927) received $1,000,000 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 2020-12-23: 5.7 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 Government of British Columbia|Gouvernement de Colombie Britannique received $2,176,000 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 2020-12-23: 5.7 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 Ministère du Travail, de l'Emploi et de la Solidarité sociale - Gouvernement du Québec (BN 869515601RT0017) received $4,000,000 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 2020-12-29: 5.7 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 Parks and Recreation Association (BN 889125647RT0001) received $6,999,704 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 2020-12-30: 5.7 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 Island Launch Ltd. (BN 891003733) received $1,000,000 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 2020-12-30: 5.7 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 626498 Alberta Ltd. (BN 898875596) received $1,000,000 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 2020-12-31: 5.7 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 Cole, Lisa (BN 119306736) received $600,000 across 1 federal agreements from 1 department — above the 90th percentile of recipients funded by Natural Sciences and Engineering Research Council of Canada | Conseil de recherches en sciences naturelles et en génie du Canada — with the most recent agreement dated 2021-01-01: 5.7 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 Burgart, Deanna (BN 759305295) received $639,600 across 1 federal agreements from 1 department — above the 90th percentile of recipients funded by Natural Sciences and Engineering Research Council of Canada | Conseil de recherches en sciences naturelles et en génie du Canada — with the most recent agreement dated 2021-01-01: 5.7 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 ArcelorMittal Dofasco G.P. (BN 794263699) received $400,000,000 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 2021-01-01: 5.7 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 Svante Technologies Inc. (BN 838943215) 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 2021-01-01: 5.7 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 Excellence in Mining Innovation (BN 846085389) received $40,000,000 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 2021-01-01: 5.7 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.