Abstract: An interaction voice response apparatus and method includes obtaining, from a chat bot, interaction data from an interaction with a user and based on a prompt, generating, with a large language model communicatively coupled to the chat bot and directed by the prompt, content based on the interaction data from the interaction with the user corresponding to data fields in a format defined by the prompt, wherein the content comprises direct extractions directly extracted from the interaction data, inferences deduced from the interaction data, or combinations thereof, generating, with the large language model, deduction flag indications, wherein a positive deduction flag indication of the deduction flag indications is generated when the content comprises an inference of the inferences, and outputting a data set comprising at least one next intent recommendation as a deduction based on the content and the indications in the format.

Abstract: Aspects of the disclosure relate to a dynamic processing system for roadside service control and output generation. A computing platform may receive, from a client device, video content corresponding to a disabled vehicle, which may include geotagging information corresponding to a location of the disabled vehicle. Based on the video content and the geotagging information, the computing platform may determine a provider output indicating a potential service provider for assisting with the disabled vehicle. The computing platform may send, to the client device, an indication of the provider output. In response to receiving an indication that the potential service provider is acceptable, the computing platform may send a request to dispatch a driver of the potential service provider to the location of the disabled vehicle.

Abstract: Aspects of the disclosure relate to a dynamic processing system for roadside service control and output generation. A computing platform may receive, from a client device, video content corresponding to a disabled vehicle, which may include geotagging information corresponding to a location of the disabled vehicle. Based on the video content and the geotagging information, the computing platform may determine a provider output indicating a potential service provider for assisting with the disabled vehicle. The computing platform may send, to the client device, an indication of the provider output. In response to receiving an indication that the potential service provider is acceptable, the computing platform may send a request to dispatch a driver of the potential service provider to the location of the disabled vehicle.

Abstract: Aspects of the disclosure relate to a dynamic processing system for roadside service control and output generation. A computing platform may receive, from a client device, video content corresponding to a disabled vehicle, which may include geotagging information corresponding to a location of the disabled vehicle. Based on the video content and the geotagging information, the computing platform may determine a provider output indicating a potential service provider for assisting with the disabled vehicle. The computing platform may send, to the client device, an indication of the provider output. In response to receiving an indication that the potential service provider is acceptable, the computing platform may send a request to dispatch a driver of the potential service provider to the location of the disabled vehicle.

Abstract: Aspects of the disclosure relate to a dynamic processing system for roadside service control and output generation. A computing platform may receive, from a client device, video content corresponding to a disabled vehicle, which may include geotagging information corresponding to a location of the disabled vehicle. Based on the video content and the geotagging information, the computing platform may determine a provider output indicating a potential service provider for assisting with the disabled vehicle. The computing platform may send, to the client device, an indication of the provider output. In response to receiving an indication that the potential service provider is acceptable, the computing platform may send a request to dispatch a driver of the potential service provider to the location of the disabled vehicle.

Abstract: Aspects of the disclosure relate to a dynamic processing system for roadside service control and output generation. A computing platform may receive map interface information. The computing platform may generate and display a map interface that includes a visual identifier that is centrally located on the map interface and corresponds to a location of the computing platform. The computing platform may receive a location adjustment input adjusting the map interface. The visual identifier may remain centrally located on the map interface while the location adjustment input is received and may correspond to a vehicle location after the location adjustment input is received. After receiving the location adjustment input and based at least in part on a received location confirmation input, the computing platform may send a disabled vehicle indication, which may include the vehicle location and cause dispatch of a service vehicle to the vehicle location.

Abstract: Aspects of the disclosure relate to a dynamic processing system for roadside service control and output generation. A computing platform may receive, from a client device, video content corresponding to a disabled vehicle, which may include geotagging information corresponding to a location of the disabled vehicle. Based on the video content and the geotagging information, the computing platform may determine a provider output indicating a potential service provider for assisting with the disabled vehicle. The computing platform may send, to the client device, an indication of the provider output. In response to receiving an indication that the potential service provider is acceptable, the computing platform may send a request to dispatch a driver of the potential service provider to the location of the disabled vehicle.

Abstract: Aspects of the disclosure relate to a dynamic processing system for roadside service control and output generation. A computing platform may receive map interface information. The computing platform may generate and display a map interface that includes a visual identifier that is centrally located on the map interface and corresponds to a location of the computing platform. The computing platform may receive a location adjustment input adjusting the map interface. The visual identifier may remain centrally located on the map interface while the location adjustment input is received and may correspond to a vehicle location after the location adjustment input is received. After receiving the location adjustment input and based at least in part on a received location confirmation input, the computing platform may send a disabled vehicle indication, which may include the vehicle location and cause dispatch of a service vehicle to the vehicle location.

Abstract: A low profile lighting apparatus is characterized by a battery housing, a rail-engaging plate connected to the housing by a pair of arms, and a recessed activating push-button located between the arms and adjacent the rail-engaging plate. A flexible resilient tab, also recessed between the arms, secures the apparatus to a rail. A lock-out switch is built into a plug for closing an end of the housing. The plug has three discrete rotational positions, one for attachment, a second for activation of an illumination source, and a third for preventing accidental activation of the illumination source by requiring simultaneous axial pressure and rotation. Instead of the plug, a hinged door having a sliding latch part can be utilized. The sliding latch part includes a pair of resilient legs that cooperate with surfaces inside the door to urge the latch part toward a latching condition.

Abstract: A low profile lighting apparatus is characterized by a battery housing, a rail-engaging plate connected to the housing by a pair of arms, and a recessed activating push-button located between the arms and adjacent the rail-engaging plate. A flexible resilient tab, also recessed between the arms, secures the apparatus to a rail. A lock-out switch is built into a plug for closing an end of the housing. The plug has three discrete rotational positions, one for attachment, a second for activation of an illumination source, and a third for preventing accidental activation of the illumination source by requiring simultaneous axial pressure and rotation. Instead of the plug, a hinged door having a sliding latch part can be utilized. The sliding latch part includes a pair of resilient legs that cooperate with surfaces inside the door to urge the latch part toward a latching condition.