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

4 rows where ledger = "sv:fusion:veritone" sorted by amount descending

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

state 2

vendor 1

ledger 1

  • sv:fusion:veritone · 4 ✖
Link rowid vendor city state spend_date product amount ▲ quote source_document mytown_record ledger amount_type dup_rank geo_suspect anomaly state_norm
3300 3300 Veritone Redondo Beach CA 2024-03-05 enforcement data software (approve contract) 9800.0 APPROVE A LICENSE AGREEMENT WITH VERITONE, INC. FOR A SOFTWARE APPLICATION USED TO REPORT ENFORCEMENT DATA TO COMPLY WITH STATE ASSEMBLY BILL 953 IN AN AMOUNT NOT TO EXCEED $9,800 AND THE TERM MARCH 5, 2024 THROUGH MARCH 4, 2025 https://redondo.legistar1.com/redondo/meetings/2024/3/1728_A_City_Council_24-03-05_Agenda.pdf https://mytown.theboringparts.com/city/redondo/2024/#m571769 sv:fusion:veritone ceiling 1 0 0 CA
3302 3302 Veritone Redondo Beach CA 2025-02-04 enforcement data software (approve contract) 9800.0 APPROVE A LICENSE AGREEMENT WITH VERITONE, INC. FOR A SOFTWARE APPLICATION USED TO REPORT ENFORCEMENT DATA TO COMPLY WITH STATE ASSEMBLY BILL 953 IN AN ANNUAL AMOUNT NOT TO EXCEED $9,800, PLUS $100 FOR EACH ADDITIONAL USER, AND THE TERM MARCH 5, 2025 TO MARCH 4, 2026 WITH AN AUTOMATIC ONE-YEAR RENEWAL https://redondo.legistar1.com/redondo/meetings/2025/2/1902_A_City_Council_25-02-04_Agenda.pdf https://mytown.theboringparts.com/city/redondo/2025/#m571607 sv:fusion:veritone ceiling 1 0 0 CA
2408 2408 Veritone Cheney WA 2026-07-28 license agreement (approve contract) 9500.0 Veritone - License Agreement = $9,500.00 https://www.cityofcheney.org/AgendaCenter/ViewFile/Agenda/_07282026-680 https://mytown.theboringparts.com/city/cityofcheney.org/#m9011468 sv:fusion:veritone stated 1 0 0 WA
4006 4006 Veritone Fountain Valley CA 2024-03-19 redaction application (purchase) 2400.0 VERITONE, INC REDACT APPLICATION 2/12/24-2/11/25 22660 1644 2,400.00 https://www.fountainvalley.org/AgendaCenter/ViewFile/Minutes/_03192024-823 https://mytown.theboringparts.com/city/fountainvalley.org/2024/#m1435839 sv:fusion:veritone 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);