surveillance_spending

A DISCOVERY INDEX of surveillance and police-technology dollar figures found in local government meeting records across 130+ named vendors — NOT a table of confirmed spending, and NOT safe to SUM. An audit on 2026-07-29 found aggregate views were adding amounts that must not be added: the same procurement recurs at committee, council, approval, amendment and renewal stages; "not to exceed" figures are authorization ceilings, not payments. Use the canned query "the CONSERVATIVE total" for any number you intend to publish, and "data-quality report" to see what is flagged. Columns added for this: `amount_type` (stated / ceiling / proposed / recommended / estimated), `dup_rank` (>1 = redundant copy), `geo_suspect` (city disagrees with the source link), `anomaly` (implausible figure), `state_norm` (normalized state). Vendors covered include ALPR (Flock, Vigilant, Genetec), body cameras/tasers (Axon, WatchGuard, Utility, Getac), gunshot detection (ShotSpotter/SoundThinking), face recognition (Clearview AI, DataWorks Plus), fingerprint biometrics (Idemia AFIS/Livescan, filed separately under `sv:biometrics`), data fusion and OSINT (Fusus, Peregrine, LexisNexis Accurint, Thomson Reuters CLEAR), phone forensics (Cellebrite, GrayKey, Magnet), drones (Skydio, BRINC, DJI), cameras/VMS (Verkada, Avigilon), cell-site simulators, CAD/RMS records systems, photo enforcement, jail-call and student monitoring. Every row carries a VERBATIM quote from the minutes and a link to the source document, and a row only publishes if that quote was found character-for-character in the source text. READ THE `ledger` COLUMN: `sv:<category>:<vendor>`. `radio_infra` (two-way radios), `rms` (records/CAD software), `biometrics` (fingerprints) and `not_surveillance` are NOT surveillance sensors — exclude them before quoting any surveillance figure.

Data license: CC BY 4.0 · Data source: MyTown

5 rows where state = "GA" and vendor = "Grayshift / GrayKey" sorted by amount descending

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Suggested facets: city, product, amount, quote, amount_type, dup_rank, spend_date (date)

vendor 1

  • Grayshift / GrayKey · 5 ✖

state 1

Link rowid vendor city state spend_date product amount ▲ quote source_document mytown_record ledger amount_type dup_rank geo_suspect anomaly state_norm
2861 2861 Grayshift / GrayKey East Point GA 2026-02-16 GrayKey forensic tool (renew) 68620.0 Council Approval on Vendor Magnet Forensic USA Inc., Sole Source Procurement, for the Renewal of GrayKey Cell Phone Forensic Tool. NOT TO EXCEED: $68,620.00 FUNDING SOURCE: General https://eastpointcityga.iqm2.com/Citizens/FileOpen.aspx?Type=15&ID=2315&Inline=True https://mytown.theboringparts.com/city/iq-eastpointcityga/#m879792 sv:forensics:grayshift ceiling 1 0 0 GA
2862 2862 Grayshift / GrayKey East Point GA 2026-02-09 GrayKey forensic tool (renew) 68620.0 Council Discussion and Possible Action on Vendor, Magnet Forensic USA Inc., Sole Source Procurement, for the Renewal of GrayKey Cell Phone Forensic Tool. NOT TO EXCEED: $68,620.00 FUNDING SOURCE: General https://eastpointcityga.iqm2.com/Citizens/FileOpen.aspx?Type=1&ID=3079&Inline=True https://mytown.theboringparts.com/city/iq-eastpointcityga/#m879791 sv:forensics:grayshift ceiling 1 0 0 GA
3798 3798 Grayshift / GrayKey Loganville GA 2025-09-08 software for CID (approve) 29310.0 GrayKey Software for CID - $29,310.00 (210-3200-542400) https://mccmeetings.blob.core.usgovcloudapi.net/loganvllga-pubu/MEET-Minutes-a83b95068c1e470aaaa0a770298e9d79.pdf https://mytown.theboringparts.com/city/mc-loganville-ga/2025/#m203351 sv:forensics:grayshift stated 1 0 0 GA
3799 3799 Grayshift / GrayKey Loganville GA 2025-09-11 software for CID (budget amendment) 29310.0 GrayKey Software for CID - $29,310.00 (210-3200-542400) https://mccmeetings.blob.core.usgovcloudapi.net/loganvllga-pubu/MEET-Minutes-5edf1ec4fb46438e9fda20a90f7bb262.pdf https://mytown.theboringparts.com/city/mc-loganville-ga/2025/#m203350 sv:forensics:grayshift stated 2 0 0 GA
3291 3291 Grayshift / GrayKey Kennesaw GA 2026-06-29 digital forensics device (budget) 6300.0 Police Magnet GrayKey Lite (digital forensics) $6,300 https://kennesawga.api.civicclerk.com/v1/Meetings/GetMeetingFileStream(fileId=2668,plainText=false) https://mytown.theboringparts.com/city/kennesawga/#m575143 sv:forensics:grayshift stated 1 0 0 GA

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CREATE TABLE surveillance_spending (
  vendor TEXT, city TEXT, state TEXT, spend_date TEXT, product TEXT,
  amount REAL, quote TEXT, source_document TEXT, mytown_record TEXT, ledger TEXT, amount_type TEXT, dup_rank INTEGER, geo_suspect INTEGER, anomaly INTEGER, state_norm TEXT);
CREATE INDEX ix_surv_vendor ON surveillance_spending(vendor);
CREATE INDEX ix_surv_state ON surveillance_spending(state);
CREATE INDEX ix_surv_amount ON surveillance_spending(amount);
CREATE INDEX ix_surv_ledger ON surveillance_spending(ledger);