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

9 rows where ledger = "sv:student:goguardian" sorted by amount descending

✎ View and edit SQL

This data as json, CSV (advanced)

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

state 6

vendor 1

ledger 1

  • sv:student:goguardian · 9 ✖
Link rowid vendor city state spend_date product amount ▲ quote source_document mytown_record ledger amount_type dup_rank geo_suspect anomaly state_norm
3920 3920 GoGuardian Fort Bend Independent School District TX 2025-07-21 web filter (purchase) 1600000.0 Consideration and approval for the purchase of a Web Content Filter and associated modules from GoGuardian, in an amount not to exceed $1,600,000 over a five-year period and authorization for the Superintendent to negotiate and execute the agreement through July 2030. https://meetings.boardbook.org/Public/Minutes/649?meeting=695393 https://mytown.theboringparts.com/city/bb-649/2025/#m15784783 sv:student:goguardian ceiling 1 1 0 TX
3921 3921 GoGuardian Fort Bend Independent School District TX 2025-07-28 web content filter (purchase) 1600000.0 Consideration and approval for the purchase of a Web Content Filter and associated modules from GoGuardian, in an amount not to exceed $1,600,000 over a five-year period and authorization for the Superintendent to negotiate and execute the agreement through July 2030. https://meetings.boardbook.org/Public/Minutes/649?meeting=697174 https://mytown.theboringparts.com/city/bb-649/2025/#m15784782 sv:student:goguardian ceiling 2 1 0 TX
4322 4322 GoGuardian Des Moines Independent School District IA 2022-01-18 classroom management software (award bid) 122880.0 Expenses: $68,800 for Go Guardian Teacher and $54,080 Go Guardian Beacon, total yearly expenditure of $122,880 https://go.boarddocs.com/ia/dmschools/Board.nsf/BD-GetMinutes?open&id=C85NUB611499 https://mytown.theboringparts.com/city/bd-ia-dmschools/2022/#m190567 sv:student:goguardian stated 1 1 0 IA
4311 4311 GoGuardian New Haven Public Schools CT 2024-09-16 virtual classroom monitoring licenses (purchase) 77880.0 Purchase Order with Liminex Inc. GoGuardian to provide virtual classroom monitoring system licenses to monitor student activity online, filters content, and alert school officials of potential issues from June 6, 2024 to June 30, 2025 in an amount not to exceed $77,880.00. https://go.boarddocs.com/ct/nhps/Board.nsf/BD-GetMinutes?open&id=D8YGUW459052 https://mytown.theboringparts.com/city/bd-ct-nhps/2024/#m196381 sv:student:goguardian ceiling 1 1 0 CT
4317 4317 GoGuardian New Haven Public Schools CT 2024-09-23 virtual classroom monitoring licenses (purchase) 77880.0 Purchase Order: 8.05 Purchase Order with Liminex Inc. GoGuardian to provide virtual classroom monitoring system licenses to monitor student activity online, filters content, and alert school officials of potential issues from June 6, 2024 to June 30, 2025 in an amount not to exceed $77,880.00. https://go.boarddocs.com/ct/nhps/Board.nsf/BD-GetMinutes?open&id=D97HU64A23FF https://mytown.theboringparts.com/city/bd-ct-nhps/2024/#m196288 sv:student:goguardian ceiling 1 1 0 CT
4358 4358 GoGuardian Revere MA 2026-05-19 classroom management software (budget) 56628.0 Classroom Management Software (Go Guardian/Liminex)56,628 62,000 5,372 9% https://reverema.iqm2.com/Citizens/FileOpen.aspx?Type=12&ID=4154&Inline=True https://mytown.theboringparts.com/city/iq-reverema/#m53296 sv:student:goguardian stated 1 0 0 MA
3932 3932 GoGuardian Lower Merion School District PA 2024-06-10 device monitoring (renew) 25415.0 GoGuardian/Pear Deck - $25,415.60 https://go.boarddocs.com/pa/lmsd/Board.nsf/PRINT-AgendaDetailed?open&id=D5HS5Q6CDFB4 https://mytown.theboringparts.com/city/bd-pa-lmsd/2024/#m6038120 sv:student:goguardian stated 1 1 0 PA
3930 3930 GoGuardian Knox County TN 2025-07-10 student instruction products (approve) 9264.0 Approve Product Terms of Service and End User License Agreement with Liminex, Inc. dba GoGuardian and Pear Deck Learning for West High School's license to student instruction products during the 2025-2026 school year at a cost of $9,264.00 using Internal School funds https://public.destinyhosted.com/agenda_publish.cfm?id=56697&mt=ALL&get_month=7&get_year=2025&dsp=min&seq=785 https://mytown.theboringparts.com/city/aq-56697/2025/#m6748352 sv:student:goguardian stated 1 1 0 TN
3927 3927 GoGuardian Penn-Harrisburg School District PA 2025-06-11 Beacon self-harm alerting (renew) 5280.0 Requesting to approve the renewal of GoGuardian Beacon for online content monitoring for the 25-26 SY This will cost $5280.00 and will come from the Technology General Fund budget. https://go.boarddocs.com/pa/phsd/Board.nsf/PRINT-AgendaDetailed?open&id=DGTNZ8625262 https://mytown.theboringparts.com/city/bd-pa-phsd/2025/#m11547663 sv:student:goguardian stated 1 1 0 PA

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);