| CPC G06F 11/0769 (2013.01) [G06F 3/165 (2013.01); G06F 11/0736 (2013.01); G06F 40/35 (2020.01); G10L 15/01 (2013.01); G10L 15/22 (2013.01); G10L 2015/228 (2013.01)] | 20 Claims |

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1. A method, comprising:
obtaining, by a device, a plurality of indications of errors experienced by a bot performing tasks, wherein each of the plurality of indications includes contextual information and an audio sample of a user request that the bot failed to recognize of a corresponding error;
determining, by the device, correlated errors among the errors experienced by the bot;
aggregating, by the device, contextual information of each of the correlated errors into aggregated contextual data; and
providing, by the device, the aggregated contextual data with an error notification for a particular correlated error.
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