Intellectual-property landscaping platform

A method comprising:

• receiving intellectual property assets, individual ones of the intellectual property assets including first respective portions of text;
• transforming the first respective portions of text into first vectors;
• generating a custom vector space configured to maintain the first vectors instead of maintaining data representing the intellectual property assets, wherein the custom vector space represents a lower dimensionality than the data representing the intellectual property assets such that storage requires are decreased by generation and use of the custom vector space;
• receiving a search prompt including second respective portions of text;
• transforming the second respective portions of text into second vectors in the custom vector space;
• generating a similarity score for a data set that includes first intellectual property (IP) assets based at least in part on comparing the first vectors and the second vectors;
• sending a market outlook search request including the first data set that includes the first IP assets and the search prompt to a generative artificial intelligence (AI) model, the search request including an instruction to perform a search based on the prompt and to use the first vectors and the second vectors as input data;
• receiving the market outlook from the generative AI model;
• displaying, to a user, a generated graphical user interface (GUI) configured to display the second data set that includes the second IP assets;
• receiving, from the GUI, additional input data indicating a selection of a generative AI summary button;
• sending a request to the generative AI model for a word summary of the second data set;
• and
• receiving the word summary of the second data set, wherein the displayed GUI is updated based at least in part on the word summary of the second data set.

A system comprising:

• one or more processors;
• and
• one or more non-transitory computer-readable media comprising instructions that, when executed by the one or more processors, cause the one or more processors to perform operations comprising:
• receiving intellectual property assets, individual ones of the intellectual property assets including first respective portions of text;
• transforming the first respective portions of text into first vectors in a custom vector space;
• receiving a search prompt including second respective portions of text;
• transforming the second respective portions of text into second vectors;
• generating a custom vector space configured to maintain the first vectors instead of maintaining data representing the intellectual property assets, wherein the custom vector space represents a lower dimensionality than the data representing the intellectual property assets such that storage requires are decreased by generation and use of the custom vector space;
• generating a similarity score for a data set that includes first intellectual property (IP) assets based at least in part on comparing the first vectors and the second vectors;
• sending a search request including the first data set that includes the first IP assets and the search prompt to a generative artificial intelligence (AI) model, the search request including an instruction to perform a search based on the prompt and to use the first vectors and the second vectors as input data;
• and
• receiving, from the generative AI model, a second data set that includes second IP assets;
• and
• displaying to a user, a generated graphical user interface (GUI) configured to display the second data set that includes the second IP assets, wherein the displayed GUI is updated based at least in part on a selection of at least one IP asset displayed on a first portion of the GUI.