The Real Challenge with Expanding LPR

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Original EML	The Real Challenge with Expanding LPR 1.eml
Date	Sat, 28 Feb 2026 08:02:47 -0600
From	Flock Safety <le-team@flocksafety.com>
To	jbenov@amadorgov.org
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Reply-To	le-team@flocksafety.com
Subject	The Real Challenge with Expanding LPR
Message-ID	<2144626493.107389819.1772287367680@abmktmail-batch1o.marketo.org>
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More cameras shouldn’t mean more noise.
͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏  ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏  ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏  ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏  ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏  ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏  ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏  ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏
[LPRs-Design-2.jpg]<https://email.flocksafety.com/dc/8RPsj6aJbyp6ISnan9X84YKAyqU0ivxh4a4emgWDRnNRQs4O6QNbahpQAh4AErslJUTc0rpAgdHM482TgSzy5x2UKpEv7jU34XTgnE_o58VF7-TEm2aQkQKEvvhMhY7TpZdi4Azs9rvdLsB9txVnPhYKWDYPeVTj3hdRPIBembMVunVEYTWTN95R6E827pTSzV4PX-gUY96cqSwHObeGoGx92XWz4C3ND4Yuln8w9iWTelcgBwl_piYrTRPEJ_wdilPrSqApOnGmbiR2ccMdIiv1KYKTrdvUI1DaBEfP-m0=/NDQyLVdOSC0xODEAAAGgQ4fJ_KeP_jy8wN7agvYGsZviyGADd13tZnZMRzwzyjE_5yf6cSV-VpR0YJHgL3V5xbmbFuw=>
Adding more LPR only helps if the results stay reliable. False positives don’t scale well, they create more work, not better outcomes.

See What Expanded Coverage Look Like<https://email.flocksafety.com/dc/8RPsj6aJbyp6ISnan9X84YKAyqU0ivxh4a4emgWDRnNRQs4O6QNbahpQAh4AErslJUTc0rpAgdHM482TgSzy5x2UKpEv7jU34XTgnE_o58VF7-TEm2aQkQKEvvhMhY7TpZdi4Azs9rvdLsB9txVnPhYKWDYPeVTj3hdRPIBembMVunVEYTWTN95R6E827pTSzV4PX-gUY96cqSwHObeGoGx92XWz4C3ND4Yuln8w9iWTelcgBwl_piYrTRPEJ_wdilPrSqApOnGmbiR2ccMdIiv1KYKTrdvUI1DaBEfP-m0=/NDQyLVdOSC0xODEAAAGgQ4fJ_GOM3C6qaajiFlcroa7jMY9vBjpVFj5xl84YdlgxzLyWqN8p7wTdFLtBR7cnf1EzjKI=>
[LPR]<https://email.flocksafety.com/dc/8RPsj6aJbyp6ISnan9X84YKAyqU0ivxh4a4emgWDRnNRQs4O6QNbahpQAh4AErslJUTc0rpAgdHM482TgSzy5x2UKpEv7jU34XTgnE_o58VF7-TEm2aQkQKEvvhMhY7TpZdi4Azs9rvdLsB9txVnPhYKWDYPeVTj3hdRPIBembMVunVEYTWTN95R6E827pTSzV4PX-gUY96cqSwHObeGoGx92XWz4C3ND4Yuln8w9iWTelcgBwl_piYrTRPEJ_wdilPrSqApOnGmbiR2ccMdIiv1KYKTrdvUI1DaBEfP-m0=/NDQyLVdOSC0xODEAAAGgQ4fJ_KeP_jy8wN7agvYGsZviyGADd13tZnZMRzwzyjE_5yf6cSV-VpR0YJHgL3V5xbmbFuw=>
Not all LPRs are created equal,
especially when expansion is the goal.
That’s why accuracy matters as coverage grows. Flock<https://email.flocksafety.com/dc/8RPsj6aJbyp6ISnan9X84YKAyqU0ivxh4a4emgWDRnNRQs4O6QNbahpQAh4AErslJUTc0rpAgdHM482TgSzy5x2UKpEv7jU34XTgnE_o58VF7-TEm2aQkQKEvvhMhY7TpZdi4Azs9rvdLsB9txVnPhYKWDYPeVTj3hdRPIBembMVunVEYTWTN95R6E827pTSzV4PX-gUY96cqSwHObeGoGx92XWz4C3ND4Yuln8w9iWTelcgBwl_piYrTRPEJ_wdilPrSqApOnGmbiR2ccMdIiv1KYKTrdvUI1DaBEfP-m0=/NDQyLVdOSC0xODEAAAGgQ4fJ_KeP_jy8wN7agvYGsZviyGADd13tZnZMRzwzyjE_5yf6cSV-VpR0YJHgL3V5xbmbFuw=> is designed to maintain investigative confidence at scale by identifying vehicles beyond plate text, using:

  *
Vehicle make, color, and body type
  *
Attribute-level matching to reduce incorrect hits
  *
Results investigators can trust without extra validation

Talk to a Specialist<https://email.flocksafety.com/dc/8RPsj6aJbyp6ISnan9X84YKAyqU0ivxh4a4emgWDRnNRQs4O6QNbahpQAh4AErslJUTc0rpAgdHM482TgSzy5x2UKpEv7jU34XTgnE_o58VF7-TEm2aQkQKEvvhMhY7TpZdi4Azs9rvdLsB9txVnPhYKWDYPeVTj3hdRPIBembMVunVEYTWTN95R6E827pTSzV4PX-gUY96cqSwHObeGoGx92XWz4C3ND4Yuln8w9iWTelcgBwl_piYrTRPEJ_wdilPrSqApOnGmbiR2ccMdIiv1KYKTrdvUI1DaBEfP-m0=/NDQyLVdOSC0xODEAAAGgQ4fJ_Id1nuZEnXrTYe19aLDuN1I73qvmmijcPdtcUZ18Z9ukW7n-3VVIPKuiFRt7PUPh3nE=>

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