The patent badge is an abbreviated version of the USPTO patent document. The patent badge does contain a link to the full patent document.

The patent badge is an abbreviated version of the USPTO patent document. The patent badge covers the following: Patent number, Date patent was issued, Date patent was filed, Title of the patent, Applicant, Inventor, Assignee, Attorney firm, Primary examiner, Assistant examiner, CPCs, and Abstract. The patent badge does contain a link to the full patent document (in Adobe Acrobat format, aka pdf). To download or print any patent click here.

Date of Patent:
Apr. 07, 2026

Filed:

Mar. 26, 2025
Applicant:

Isotopes Ai, Inc., Palo Alto, CA (US);

Inventors:

Arun Chikkatur Murthy, Palo Alto, CA (US);

Gopal Vijayaraghavan, South San Francisco, CA (US);

Prasanth Jayachandran, San Jose, CA (US);

Attorney:
Primary Examiner:
Int. Cl.
CPC ...
G06F 16/2452 (2019.01); G06F 16/2453 (2019.01); G06F 16/2458 (2019.01);
U.S. Cl.
CPC ...
G06F 16/24522 (2019.01); G06F 16/24542 (2019.01); G06F 16/2465 (2019.01);
Abstract

A system generates partially materialized execution plans for processing the natural language data analytics requests. The partially materialized execution plan comprises at least a set of instructions identified as materialized. A materialized set of instructions remains unchanged if the partially materialized execution plan is regenerated from the natural language data analytics request using the machine learning based language model. The system iteratively refines the partially materialized execution plan, by performing the following steps repeatedly. The system stores a finalized execution plan obtained by iteratively refining the partially materialized execution plan and executes the finalized execution plan to generate a report that may be displayed via a user interface, for example, a dashboard.


Find Patent Forward Citations

Murthy, Arun. (2026). Processing natural language based data analytics requests using partially materialized execution plans (U.S. Patent No. 12596711). U.S. Patent and Trademark Office. https://idiyas.com/patent/badge/12596711

Data source: USPTO (United States Patent and Trademark Office) public patent records. Weekly synchronization. How IDiyas builds this profile

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