Premises security system with dynamic risk evaluation

A system comprising:

• one or more processors;
• and
• one or more memories storing instructions that, when executed by the one or more processors, cause the system to perform a process comprising:
• receiving, by a computer system, premises data, wherein the premises data comprises (i) sensor data generated by at least one monitoring device located at a physical premises, and (ii) third-party data associated with a geographical location of the physical premises from devices remote to the physical premises;
• selecting, by the computer system, a machine learning model from a plurality of machine learning models based on a type of activity to detect at the physical premises and the geographical location of the physical premises;
• processing, by the computer system, the premises data using the machine learning model to generate a risk score associated with the physical premises, wherein the risk score is updated at a time when the premises data is received by the computer system or at a time period after the premises data is received;
• dynamically adjusting, by the computer system, a sensitivity level of the at least one monitoring device located at the physical premises based on the risk score associated with the physical premises, wherein the dynamic adjustment of the sensitivity level responds to a threshold criterion associated with the risk score, wherein the risk score is updated with new premises data, and wherein the risk score satisfying the threshold criterion will reduce the sensitivity level and the risk score exceeding the threshold criterion will increase the sensitivity level;
• receiving, by the computer system, an alarm generated by the at least one monitoring device operating at the adjusted sensitivity level, with the risk score exceeding the threshold criterion, and located at the physical premises, wherein the risk score exceeding the threshold criterion indicates the type of activity has occurred at the physical premises;
• allocating, by the computer system, network bandwidth or one or more network processors to respond to the alarm based on the risk score exceeding the threshold criterion;
• and
• transmitting, by the computer system, a notification indicative of the alarm to at least one operator remote to the computer system.

A non-transitory computer-readable medium storing instructions that, when executed by a computing system, cause the computing system to perform operations comprising:

• receiving, by a computer system, premises data, wherein the premises data comprises (i) sensor data generated by at least one monitoring device located at a physical premises, and (ii) third-party data associated with a geographical location of the physical premises from devices remote to the physical premises;
• selecting, by the computer system, a machine learning model from a plurality of machine learning models based on a type of activity to detect at the physical premises and the geographical location of the physical premises;
• processing, by the computer system, the premises data using the machine learning model to generate a risk score associated with the physical premises, wherein the risk score is updated at a time when the premises data is received by the computer system or at a time period after the premises data is received;
• dynamically adjusting, by the computer system, a sensitivity level of the at least one monitoring device located at the physical premises based on the risk score associated with the physical premises, wherein the dynamic adjustment of the sensitivity level responds to a threshold criterion associated with the risk score, wherein the risk score is updated with new premises data, and wherein the risk score satisfying the threshold criterion will reduce the sensitivity level and the risk score exceeding the threshold criterion will increase the sensitivity level;
• receiving, by the computer system, an alarm generated by the at least one monitoring device operating at the adjusted sensitivity level, with the risk score exceeding the threshold criterion, and located at the physical premises, wherein the risk score exceeding the threshold criterion indicates the type of activity has occurred at the physical premises;
• allocating, by the computer system, network bandwidth or one or more network processors to respond to the alarm based on the risk score exceeding the threshold criterion;
• and
• transmitting, by the computer system, a notification indicative of the alarm to at least one operator remote to the computer system.