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 ledger = "sv:camera:avigilon", state = "MI" and vendor = "Avigilon" sorted by amount descending

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vendor 1

  • Avigilon · 5 ✖

state 1

ledger 1

  • sv:camera:avigilon · 5 ✖
Link rowid vendor city state spend_date product amount ▲ quote source_document mytown_record ledger amount_type dup_rank geo_suspect anomaly state_norm
3045 3045 Avigilon Macomb County MI 2024-11-21 Avigilon Access Control System (purchase) 564445.0 Purchase: Motor City Electric Technologies Inc. - Avigilon Access Control System ($564,445) https://macombcomi.api.civicclerk.com/v1/Meetings/GetMeetingFileStream(fileId=20604,plainText=false) https://mytown.theboringparts.com/city/macombcomi/2024/#m740264 sv:camera:avigilon stated 1 0 0 MI
3047 3047 Avigilon Macomb County MI 2024-11-20 access control system (budget amendment and purchase) 564445.0 approve a FY2024 budget amendment for Information Technology in the amount of $564,445 by decreasing Non-Departmental Capital Outlay with a corresponding increase to Operating Transfers Out in order to transfer funds to the Capital Improvement Fund to provide funding for the Avigilon Card Access project. https://macombcomi.api.civicclerk.com/v1/Meetings/GetMeetingFileStream(fileId=20531,plainText=false) https://mytown.theboringparts.com/city/macombcomi/2024/#m740262 sv:camera:avigilon stated 1 0 0 MI
3040 3040 Avigilon Macomb County MI 2026-02-19 Access Control System (Budget Amendment and Purchase) 518965.0 Budget Amendment: Capital Improvement Fund - Information Technology - Avigilon Access Control System Phase 2 ($518,965) https://macombcomi.api.civicclerk.com/v1/Meetings/GetMeetingFileStream(fileId=24798,plainText=false) https://mytown.theboringparts.com/city/macombcomi/#m740461 sv:camera:avigilon stated 1 0 0 MI
3041 3041 Avigilon Macomb County MI 2026-02-11 Access Control System (budget amendment and purchase) 518965.0 Budget Amendment: Capital Improvement Fund - Information Technology - Avigilon Access Control System Phase 2 ($518,965) / Jako van Blerk, CIO https://macombcomi.api.civicclerk.com/v1/Meetings/GetMeetingFileStream(fileId=24565,plainText=false) https://mytown.theboringparts.com/city/macombcomi/#m740456 sv:camera:avigilon stated 1 0 0 MI
4163 4163 Avigilon Macomb County MI 2023-08-15 camera upgrade (purchase) 36880.0 Video Surveillance Avigilon Camera Upgrade - Public Works ($36,880) https://macombcomi.api.civicclerk.com/v1/Meetings/GetMeetingFileStream(fileId=18335,plainText=false) https://mytown.theboringparts.com/city/macombcomi/2023/#m740042 sv:camera:avigilon stated 1 0 0 MI

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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);