rowid,vendor,city,state,spend_date,product,amount,quote,source_document,mytown_record,ledger,amount_type,dup_rank,geo_suspect,anomaly,state_norm
2780,Grayshift / GrayKey,Sterling Heights,MI,2025-11-05,GrayKey software subscription (purchase),38660.0,"RESOLVED , to: 1. Purchase the GrayKey software technology subscription from Magnet Forensics, LLC, 931 Monroe Drive NE, Suite A102 -340, Atlanta, GA 30308, from November 21, 2025, through November 20, 2028, at a total cost of $38,660;",https://www.sterlingheights.gov/AgendaCenter/ViewFile/Minutes/_11052025-2755,https://mytown.theboringparts.com/city/sterlingheights.gov/2025/#m1237883,sv:forensics:grayshift,stated,1,0,0,MI
2783,Grayshift / GrayKey,Sterling Heights,MI,2023-11-07,Graykey software subscription (purchase),31115.0,"Purchase a two-year software subscription to Graykey technology at the Essentials level, including a twenty (20) Advanced Actions expansion pack, from Magnet Forensics, Inc., 2220 University Ave East, Suite 200. Waterloo, Ontario N2K 0A8, at a cumulative cost of $31,115;",https://www.sterlingheights.gov/AgendaCenter/ViewFile/Minutes/_11072023-2575,https://mytown.theboringparts.com/city/sterlingheights.gov/#m1237823,sv:forensics:grayshift,stated,1,0,0,MI
2635,Grayshift / GrayKey,Taylor,MI,2025-03-04,forensic Graykey system (purchase),3422.0,"To approve Dell, MI Deal State bid, for the purchase of a high performance computer to operate the forensic Graykey system, for an amount of $3,422. Funded through Police IT Fund.",https://www.cityoftaylor.com/AgendaCenter/ViewFile/Minutes/_03042025-770,https://mytown.theboringparts.com/city/cityoftaylor.com/2025/#m1393292,sv:forensics:grayshift,stated,1,0,0,MI
2636,Grayshift / GrayKey,Taylor,MI,2025-03-18,forensic Graykey system (purchase),3422.0,"To approve Dell, MI Deal State bid, for the purchase of a high performance computer to operate the forensic Graykey system, for an amount of $3,422.",https://www.cityoftaylor.com/AgendaCenter/ViewFile/Minutes/_03182025-771,https://mytown.theboringparts.com/city/cityoftaylor.com/2025/#m1393291,sv:forensics:grayshift,stated,1,0,0,MI