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:alpr:jenoptik" sorted by amount descending

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

state 2

vendor 1

ledger 1

  • sv:alpr:jenoptik · 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
3803 3803 Jenoptik Santa Fe NM 2026-04-29 speed/noise enforcement cameras (approve contract) 4000000.0 Request for Approval of a General Services Agreement with Jenoptik Smart Mobility Solutions, LLC for Automated Speed and Noise Enforcement Services in the Total Amount of $4,000,000 for a Five Year Term. https://santafenm.api.civicclerk.com/v1/Meetings/GetMeetingFileStream(fileId=2683,plainText=false) https://mytown.theboringparts.com/city/santafenm/#m182096 sv:alpr:jenoptik stated 1 0 0 NM
3804 3804 Jenoptik Santa Fe NM 2026-04-27 speed/noise enforcement cameras (approve contract) 4000000.0 Request for Approval of a General Services Agreement with Jenoptik Smart Mobility Solutions, LLC for Automated Speed and Noise Enforcement Services in the Total Amount of $4,000,000 for a Five Year Term. https://santafenm.api.civicclerk.com/v1/Meetings/GetMeetingFileStream(fileId=2739,plainText=false) https://mytown.theboringparts.com/city/santafenm/#m182092 sv:alpr:jenoptik stated 2 0 0 NM
3805 3805 Jenoptik Santa Fe NM 2026-04-22 speed/noise enforcement cameras (approve contract) 4000000.0 Request for Approval of a General Services Agreement with Jenoptik Smart Mobility Solutions, LLC for Automated Speed and Noise Enforcement Services In the Total Amount of $4,000,000 for a Five Year Term. https://santafenm.api.civicclerk.com/v1/Meetings/GetMeetingFileStream(fileId=2528,plainText=false) https://mytown.theboringparts.com/city/santafenm/#m182088 sv:alpr:jenoptik stated 1 0 0 NM
3802 3802 Jenoptik Peel Region ON 2026-06-25 red-light camera program (amend) 350000.0 That the contract (Document 2017-051P) for Peel’s red-light camera program, awarded to Jenoptik Smart Mobility Solutions LLC (formerly Traffipax LLC), be extended for a period of six-months ending June 30, 2027, in the estimated amount of $350,000 (excluding applicable taxes), pursuant to Procurement By-law 45-2023, as amended; https://pub-peelregion.escribemeetings.com/FileStream.ashx?DocumentId=46646 https://canada.theboringparts.com/city/pub-peelregion/#m184153 sv:alpr:jenoptik estimated 1 0 0 ON

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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);