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

3 rows where ledger = "sv:rms:tritech" and state = "OH" sorted by amount descending

✎ View and edit SQL

This data as json, CSV (advanced)

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

vendor 1

state 1

ledger 1

  • sv:rms:tritech · 3 ✖
Link rowid vendor city state spend_date product amount ▲ quote source_document mytown_record ledger amount_type dup_rank geo_suspect anomaly state_norm
4330 4330 TriTech Software Columbus OH 2024-11-18 work & asset management system maintenance (renew contract) 51113.0 To authorize the Director of the Department of Technology, on behalf of the Departments of Finance and Management and Public Service, to enter into a contract with Tritech Software Systems, a CentralSquare company, for maintenance and support of the City's work and asset management system in accordance with the provisions of sole source procurement of the City of Columbus Code; and to authorize the expenditure of $51,113.45 from the Department of Technology, Information Services operating fund. ($51,113.45) https://legistar3.granicus.com/Columbus/meetings/2024/11/6046_M_Columbus_City_Council_24-11-18_Minutes_-_Final.pdf https://mytown.theboringparts.com/city/columbus/2024/#m144135 sv:rms:tritech stated 1 0 0 OH
4331 4331 TriTech Software Columbus OH 2024-11-25 work and asset management system maintenance (renew contract) 51113.0 To authorize the Director of the Department of Technology, on behalf of the Departments of Finance and Management and Public Service, to enter into a contract with Tritech Software Systems, a CentralSquare company, for maintenance and support of the City's work and asset management system in accordance with the provisions of sole source procurement of the City of Columbus Code; and to authorize the expenditure of $51,113.45 from the Department of Technology, Information Services operating fund. ($51,113.45) https://legistar3.granicus.com/Columbus/meetings/2024/11/6048_M_Columbus_City_Council_24-11-25_Minutes_-_Final.pdf https://mytown.theboringparts.com/city/columbus/2024/#m144133 sv:rms:tritech stated 2 0 0 OH
4367 4367 TriTech Software Columbus OH 2026-06-01 CentralSquare EAM upgrade (amend) 35000.0 To authorize the Director of the Department of Technology to modify a contract with Tritech Software Systems, a CentralSquare company, for the CentralSquare (Lucity) EAM upgrade, staff training, business process review and optimization services; and to authorize an expenditure from the Information Services Operating Fund. ($35,000.00) https://legistar3.granicus.com/Columbus/meetings/2026/6/6187_M_Columbus_City_Council_26-06-01_Minutes_-_Final.pdf https://mytown.theboringparts.com/city/columbus/#m440 sv:rms:tritech stated 1 0 0 OH

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);