Autonomous metadata harmonization in multi-cloud environments

A non-transitory machine-readable medium, comprising executable instructions that, when executed by at least one processor, facilitate performance of operations, comprising:

• determining, using a local artificial intelligence model trained using federated learning applied to a group of clouds of a multi-cloud architecture, deviated metadata in a cloud of the group of clouds of the multi-cloud architecture;
• in response to determining the deviated metadata, determining a trust score, applicable to the deviated metadata, using a defined probabilistic model;
• in response to the trust score being determined to satisfy a defined trust threshold, queuing a first metadata update applicable to the deviated metadata;
• using a defined weighted priority process, determining a priority order for a group of metadata updates applicable to the group of clouds of the multi-cloud architecture;
• and
• based on the priority order, initiating a second metadata update applicable to the group of clouds of the multi-cloud architecture.

A method, comprising:

• validating, by a system comprising at least one processor using a local artificial intelligence model trained using federated learning applied to a group of zones of a multi-cloud architecture, a metadata attribute in a zone of the group of zones of the multi-cloud architecture;
• in response to determining a deviation in the metadata attribute, determining, by the system, a trust score, applicable to the metadata attribute, using a defined probabilistic model;
• in response to the trust score being determined to satisfy a defined trust threshold, queuing, by the system, a metadata update applicable to the metadata attribute;
• using a defined weighted priority process, determining, by the system, a priority order for the metadata update among a group of metadata updates applicable to the group of zones of the multi-cloud architecture;
• and
• based on the priority order, initiating, by the system, the metadata update, applicable to the group of zones of the multi-cloud architecture.