US 12,689,524 B1Granted

Selecting artificial intelligence agents for function execution

AssigneeCitibank, N.A.

InventorsGanesh Prasad Bhat, Imir Arifi, James Myers, Sofia Rahman

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Abstract

Methods and systems for routing execution requests to autonomous artificial intelligence agents using performance-based selection are disclosed herein. An agent routing system may receive a prompt for completing an action using artificial intelligence agents from a plurality of agents, where each agent may be associated with computer-executable operations configured for autonomous execution on software applications. The system may determine a set of agents enabled to complete the requested action and may access action completion datasets for these agents. Each dataset may include action parameters for completed actions, including status parameters indicating successful completion and timestamps of completion. The system may select an artificial intelligence agent based on a frequency composite parameter generated from successful completion status parameters and a time composite parameter indicating completion timing. The system may identify parameters required by the selected agent to complete the action and may transmit these parameters to the artificial intelligence agent for execution.

Claims21

Dependent claims

A system comprising:

at least one hardware processor;
and
at least one non-transitory memory storing instructions, which, when executed by the at least one hardware processor, cause the system to:
obtain an instruction to complete an action using one or more artificial intelligence agents of a plurality of artificial intelligence agents;
access a set of action completion datasets for the one or more artificial intelligence agents,
wherein each action completion dataset comprises a corresponding plurality of action parameters for a plurality of actions completed by each of the one or more artificial intelligence agents;
select, based on the corresponding plurality of action parameters, a particular artificial intelligence agent of the one or more artificial intelligence agents to complete the action;
cause execution of the action by transmitting a corresponding set of execution parameters associated with the action to the particular artificial intelligence agent;
receive a message from the particular artificial intelligence agent from the plurality of artificial intelligence agents comprising a completion status and a cryptographic signature;
verify the message using a public key associated with the particular artificial intelligence agent;
and
cause transmission of an operation that indicates the completion status associated with the action to a node, wherein the node is configured to commit the operation to a distributed database.

9 more elements

A non-transitory computer-readable storage medium comprising instructions stored thereon, wherein the instructions when executed by at least one data processor of a system, cause the system to:

access an instruction to complete an action using at least one artificial intelligence agent;
identify an artificial intelligence agent set configured to complete the action;
determine, based on a corresponding action parameter set for a corresponding action set completed by each of the artificial intelligence agent set, a subset of the artificial intelligence agent set to complete the action;
cause transmission of a corresponding set of execution parameters associated with the action to the subset of the artificial intelligence agent set;
obtaining a message from a particular artificial intelligence agent from the subset of the artificial intelligence agent set comprising a completion status and a cryptographic signature;
verify the message using a public key associated with the particular artificial intelligence agent;
and
cause transmission of an operation that indicates the completion status associated with the action to a distributed database.

5 more elements

Dependencies are inferred from the claim text.

Facts

Application: 19/538,785Filed 12 Feb 2026 · continuation
Priority: 22 Sep 2025
Granted: 21 Jul 2026
Term ends: Not estimatedThe source records don’t support an estimate.

Classification8 codes

H04L 9/3247
Including means for verifying the identity or authority of a user of the system or for message authentication, e.g. authorization, entity…:…
H04L 9/3239
Using cryptographic hash functions: involving non-keyed hash functions, e.g. modification detection codes [MDCs], MD5, SHA or RIPEMD
H04L 9/50
Cryptographic mechanisms or cryptographic arrangements for secret or secure communications; Network security protocols: using hash chains, e.g.…
G06F 21/62
Protecting data: protecting access to data via a platform, e.g. using keys or access control rules