| CPC G06Q 10/06315 (2013.01) [G06N 7/01 (2023.01); G06N 20/00 (2019.01); G06Q 30/0202 (2013.01)] | 20 Claims |

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1. A computer-implemented method comprising:
causing real-time rendering, at a first client device, of (i) an offer adjustment interface comprising an indication of a resource offer set and (ii) a first instance of a dashboard comprising offer analytics data based at least in part on the resource offer set,
wherein the resource offer set is dynamically updateable to generate an adjusted resource offer set via the offer adjustment interface,
wherein the offer analytics data is dynamically updated upon update of the resource offer set, and
wherein the offer adjustment interface is rendered non-overlapping with the dashboard and wherein the dashboard is simultaneously accessible while interacting with any resource offer data object of the resource offer set via the offer adjustment interface;
receiving a completion control signal from the first client device; and
in response to the completion control signal, causing rendering, at a second client device, of (i) an approval interface comprising an indication of the adjusted resource offer set and (ii) a second instance of the dashboard that comprises a representation of at least one shared data value depicted in the first instance of the dashboard,
wherein the adjusted resource offer set is not modifiable via the second client device.
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