US 12,456,375 B2
Risk management system with internet of things
Sohail Farooqui, Round Lake Beach, IL (US); Enriqueta Zurlo, Park Ridge, IL (US); and Jeraldine Dahlman, Evanston, IL (US)
Assigned to Allstate Insurance Company, Northbrook, IL (US)
Filed by Allstate Insurance Company, Northbrook, IL (US)
Filed on Oct. 12, 2023, as Appl. No. 18/485,887.
Application 18/485,887 is a continuation of application No. 17/862,549, filed on Jul. 12, 2022, granted, now 11,823,575.
Application 17/862,549 is a continuation of application No. 16/397,747, filed on Apr. 29, 2019, granted, now 11,417,212, issued on Aug. 16, 2022.
Prior Publication US 2024/0119839 A1, Apr. 11, 2024
This patent is subject to a terminal disclaimer.
Int. Cl. G08G 1/16 (2006.01); G06Q 40/08 (2012.01); H04L 67/12 (2022.01); H04W 4/46 (2018.01)
CPC G08G 1/163 (2013.01) [G06Q 40/08 (2013.01); G08G 1/166 (2013.01); H04L 67/12 (2013.01); H04W 4/46 (2018.02)] 20 Claims
OG exemplary drawing
 
11. One or more non-transitory computer readable media storing computer readable instructions that, when executed, cause an apparatus to:
(a) receive and aggregate data, by an internet of things (IoT) integrated logic engine, from a plurality of IoT-capable sensors from a plurality of sensor-enabled devices, the plurality of IoT-capable sensors and configured to record data from the plurality of sensor-enabled devices, wherein aggregation of the data from the plurality of IoT-capable sensors is protocol-agnostic;
(b) receive and aggregate data, by the IoT integrated logic engine, from a plurality of autonomous entity sensors from one or more autonomous entity devices, the plurality of autonomous entity sensors connected to the IoT integrated logic engine and configured to record data from the one or more autonomous entity devices;
(c) process and analyze the data, by the IoT integrated logic engine, from the plurality of IoT-capable sensors and the autonomous entity sensors;
(d) identify novel patterns and pre-defined data patterns in the data, by the IoT integrated logic engine, from the plurality of IoT-capable sensors and the autonomous entity sensors; and
(e) determine, by the IoT integrated logic engine, that a risk is occurring or imminent based on the identified novel patterns and pre-defined data patterns.