home / mytown-research

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

10 rows where vendor = "Carbyne" sorted by amount descending

✎ View and edit SQL

This data as json, CSV (advanced)

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

state 4

  • GA 4
  • CO 3
  • IL 2
  • MI 1

vendor 1

  • Carbyne · 10 ✖

ledger 1

  • sv:other:carbyne 10
Link rowid vendor city state spend_date product amount ▲ quote source_document mytown_record ledger amount_type dup_rank geo_suspect anomaly state_norm
3689 3689 Carbyne Denver CO 2025-01-06 911 telephony system (approve contract) 10724438.0 Approves a contract with ConvergeOne, Inc. for $10,724,438 the purchase of software licensing, implementation, and ongoing support of the Carbyne Apex 911 telephony system supporting Denver 911 through The Interlocal Purchasing System cooperative, citywide (TECHS-202476995-00). https://denver.legistar1.com/denver/meetings/2025/1/9299_M_City_Council_25-01-06_Council_Minutes.pdf https://mytown.theboringparts.com/city/denver/2025/#m278069 sv:other:carbyne stated 1 0 0 CO
3690 3690 Carbyne Denver CO 2024-12-31 911 telephony system (approves contract) 10724438.0 Approves a contract with ConvergeOne, Inc. for $10,724,438 the purchase of software licensing, implementation, and ongoing support of the Carbyne Apex 911 telephony system supporting Denver 911 through The Interlocal Purchasing System cooperative, citywide (TECHS-202476995-00). https://denver.legistar1.com/denver/meetings/2024/12/9303_A_Mayor-Council_24-12-31_Mayor-Council_Agenda.pdf https://mytown.theboringparts.com/city/denver/2024/#m278065 sv:other:carbyne stated 2 0 0 CO
3691 3691 Carbyne Denver CO 2024-12-24 Carbyne Apex 911 system (approve contract) 10724438.0 Approves a contract with ConvergeOne, Inc. for $10,724,438 the purchase of software licensing, implementation, and ongoing support of the Carbyne Apex 911 telephony system supporting Denver 911 through The Interlocal Purchasing System cooperative, citywide (TECHS-202476995-00). https://denver.legistar1.com/denver/meetings/2024/12/9288_M_Finance___Governance_Committee_24-12-24_Committee_Minutes.pdf https://mytown.theboringparts.com/city/denver/2024/#m278058 sv:other:carbyne stated 3 0 0 CO
3270 3270 Carbyne Macomb County MI 2026-06-10 APEX 911 Call Handling Equipment (purchase) 2282070.0 Purchase: Axon Enterprise, Inc. (formerly Carbyne) - APEX 911 Call Handling Equipment ($2,282,070) / Angela Elsey, Dispatch Director https://macombcomi.api.civicclerk.com/v1/Meetings/GetMeetingFileStream(fileId=24969,plainText=false) https://mytown.theboringparts.com/city/macombcomi/#m588810 sv:other:carbyne stated 1 0 0 MI
4065 4065 Carbyne Roswell GA 2024-11-26 APEX 911 Phone System (award contract) 247687.0 Consideration To Implement The Carbyne APEX 911 Phone System In The New 911 Center in the amount of $247,687.20 https://roswellcityga.iqm2.com/Citizens/FileOpen.aspx?Type=15&ID=2639&Inline=True https://mytown.theboringparts.com/city/iq-roswellcityga/2024/#m876040 sv:other:carbyne stated 1 0 0 GA
3018 3018 Carbyne Douglas County GA 2024-03-05 Next Generation-911 tech (renew) 12485.0 Authorization for Douglas County E-911 to renew a contract with Carbyne c-Live Universe and Responder Connect for Next Generation-911 public safety technology that improves situational awareness during emergency and non-emergency calls for service in the amount of $12,485.00 to be funded from the E-911 2024 budget, effective April 1, 2024, through March 31, 2025, and authorize Chairman to sign all related documents pending legal review. https://douglascountyga.api.civicclerk.com/v1/Meetings/GetMeetingFileStream(fileId=6294,plainText=false) https://mytown.theboringparts.com/city/douglascountyga/2024/#m752109 sv:other:carbyne stated 1 0 0 GA
3019 3019 Carbyne Douglas County GA 2023-02-21 911 call handling (renew) 9500.0 Approval of contract renewal with Carbyne c-Live Universe in the amount of $9,500.00 to be funded by E-911's 2023 budget, effective April 1, 2023, through March 31, 2024, and authorize the Chairman to sign all related documents pending final legal review. https://douglascountyga.api.civicclerk.com/v1/Meetings/GetMeetingFileStream(fileId=5878,plainText=false) https://mytown.theboringparts.com/city/douglascountyga/2023/#m752036 sv:other:carbyne stated 1 0 0 GA
3020 3020 Carbyne Douglas County GA 2023-02-20 911 call handling (renew contract) 9500.0 Approval of contract renewal with Carbyne c-Live Universe in the amount of $9,500.00 to be funded by E-911's 2023 budget, effective April 1, 2023, through March 31, 2024, and authorize the Chairman to sign all related documents pending final legal review. https://douglascountyga.api.civicclerk.com/v1/Meetings/GetMeetingFileStream(fileId=5873,plainText=false) https://mytown.theboringparts.com/city/douglascountyga/2023/#m752034 sv:other:carbyne stated 2 0 0 GA
2689 2689 Carbyne Deerfield IL 2026-03-02 Carbyne dispatch computers (purchase) 6056.0 CARBYNE DISPATCH COMPUTERS $6,056.13 https://www.deerfield.il.us/AgendaCenter/ViewFile/Minutes/_03022026-1305 https://mytown.theboringparts.com/city/deerfield.il.us/#m1352613 sv:other:carbyne stated 1 0 0 IL
2785 2785 Carbyne McLean County IL 2025-01-28 911 call video streaming pilot (approve pilot program spending) 1500.0 There is a pilot program for 90 days. INdigital needs to set up a span port that will feed out the data to Carbyne that is a one-time cost of $1500. https://www.mcleancountyil.gov/AgendaCenter/ViewFile/Minutes/_01282025-847 https://mytown.theboringparts.com/city/mcleancountyil.gov/2025/#m1225527 sv:other:carbyne stated 1 0 0 IL

Advanced export

JSON shape: default, array, newline-delimited

CSV options:

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);
Powered by Datasette · Queries took 415.459ms · Data license: CC BY 4.0 · Data source: MyTown