Artificial intelligence sandbox for automating development of ai models
AssigneeCitibank, N.A.
InventorsLinfeng Yu, Vaibhav Kumar, Ashutosh Pandey
Life of this patent
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AssigneeCitibank, N.A.
InventorsLinfeng Yu, Vaibhav Kumar, Ashutosh Pandey
Estimating the term…
A system facilitates a process for automatically generating artificial intelligence (AI) models. The system receives a first natural language input from a user that includes a set of phrases and an instruction to analyze data associated with the set of phrases using an AI model. The system accesses a metadata graph to determine a node corresponding to the set of phrases, where nodes in the metadata graph indicate internal data objects stored in data silos. The system processes the internal data objects indicated by the determined node to generate a first set of application data. The AI model is applied to the first set of application data to generate one or more outputs. Additional user inputs can be received to modify the first set of application data and apply the AI model to the modified data, until a desired data pipeline for the model has been constructed.
A computer-implemented method, comprising:
A system, comprising:
A non-transitory computer-readable storage medium storing executable instructions, the instructions when executed by one or more processors of a system causing the system to:
Dependencies are inferred from the claim text.