	US 12,216,644 B1
	Adaptive artificial intelligence (AI) engine for secure orchestration of nodes in a distributed ledger hierarchy
Saurabh Arora, Gurugram (IN); Sandeep Chauhan, Hyderabad (IN); Anil Gajula, Hyderabad (IN); and Jhalak Khurana, Haryana (IN)
Assigned to Bank of America Corporation, Charlotte, NC (US)
Filed by Bank of America Corporation, Charlotte, NC (US)
Filed on Jan. 11, 2024, as Appl. No. 18/410,305.
Int. Cl. G06F 16/23 (2019.01); G06N 20/00 (2019.01)

CPC G06F 16/2379 (2019.01) [G06N 20/00 (2019.01)]

20 Claims

1. A computing platform comprising:

at least one processor;

a communication interface communicatively coupled to the at least one processor; and

memory storing computer-readable instructions that, when executed by the at least one processor, cause the computing platform to:

train, using historical ledger information and historical node confidence information, an adaptive artificial intelligence (AI) engine, wherein training the adaptive AI engine configures the adaptive AI engine to output, for a given input node, a particular distributed ledger of a plurality of distributed ledgers, to which the given input node should be added;

receive a request to add a first node to one of the plurality of distributed ledgers;

input first node information, of the first node, into the adaptive AI engine, wherein inputting the first node information causes the adaptive AI engine to output a node addition score indicating a first distributed ledger, of the plurality of distributed ledgers, corresponding to an information type of the request;

compare the node addition score to a node addition threshold, wherein the node addition threshold is specific to the first distributed ledger;

based on identifying that the node addition score meets or exceeds the node addition threshold, cause the first node to be added to the first distributed ledger; and

update, using a dynamic feedback loop and based on the node addition score, the adaptive AI engine.