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

2 rows where ledger = "flock", state = "CA" and vendor = "FLOCK Safety" sorted by amount descending

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vendor 1

  • FLOCK Safety · 2 ✖

state 1

ledger 1

  • flock · 2 ✖
Link rowid vendor city state spend_date product amount ▲ quote source_document mytown_record ledger amount_type dup_rank geo_suspect anomaly state_norm
1540 1540 FLOCK Safety Oakland CA 2024-07-11 authorize appropriation and MOU 993800.0 Authorizing The City Administrator To Appropriate Nine Hundred And Seventy Thousand Six Hundred Dollars ($970,600), Plus The Cost Of Repair For Ten Percent Of ALPR Cameras In The First Year Of Use At A Cost Of Twenty-three Thousand Two Hundred Dollars ($23,200), For A Total Cost Not To Exceed Nine Hundred Ninety-Three Thousand And Eight Hundred Dollars ($993,800) To Reimburse The CHP https://oakland.legistar1.com/oakland/meetings/2024/7/9150_M__Rules___Legislation_Committee_24-07-11_Meeting_Minutes.pdf https://mytown.theboringparts.com/city/oakland/2024/#m146879 flock ceiling 1 0 0 CA
2154 2154 FLOCK Safety San Gabriel CA 2024-07-02 authorize purchase 61500.0 PURCHASE OF AUTOMATED LICENSE PLATE READER SYSTEM AND BALLISTIC HELMETS FROM FLOCK SAFETY AND PROFORCE LAW ENFORCEMENT UNDER 2021 STATE HOMELAND SECURITY GRANT PROGRAM IN THE AMOUNT OF $61,500 AND $57,920.79 RESPECTIVELY https://www.sangabrielcity.com/AgendaCenter/ViewFile/Minutes/_07022024-1230 https://mytown.theboringparts.com/city/sangabrielcity.com/2024/#m1374557 flock stated 1 0 0 CA

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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);