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 state = "CA" and vendor = "L3Harris" sorted by amount descending

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vendor 1

  • L3Harris · 2 ✖

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
3817 3817 L3Harris South San Francisco CA 2021-01-27 two-way radios (approve purchase agreement) 184226.0 A resolution approving a purchase agreement with L3Harris Technologies, Inc. to purchase communication equipment for the Civic Campus Project, Phase I, Police Operations & 911 Dispatch Center in an amount not to exceed $184,226.00. https://ci-ssf-ca.legistar1.com/ci-ssf-ca/meetings/2021/1/1984_A_City_Council_21-01-27_Regular_Meeting_Agenda.pdf https://mytown.theboringparts.com/city/ci-ssf-ca/2021/#m158091 sv:radio_infra:l3harris ceiling 1 1 0 CA
3594 3594 L3Harris Rialto CA 2022-05-26 night vision devices (approve purchase) 148870.0 Approve the Purchase of Twelve (12) TNVC/DTNVS-I Gen 3 Dual Tube Night Vision Devices L 3Harris Unfilmed White Phosphorus, Twelve (12) L3 Harris ATPIAL Advance Pointer/Illuminator from Tactical Night Vision Company, Inc ., in the Amount of $ 148,870.69; and (2) Authorize the City Manager to Execute all Documents for this Purchase. https://legistar.granicus.com/Rialto/meetings/2022/5/2839_A_City_Council_22-05-26_Special_Meeting.pdf https://mytown.theboringparts.com/city/rialto/2022/#m338598 sv:intercept:l3harris 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);