Prosecution Insights
Last updated: July 17, 2026
Application No. 19/082,837

LEARNING MANAGEMENT SYSTEM

Non-Final OA §101
Filed
Mar 18, 2025
Priority
May 03, 2013 — provisional 61/819,380 +4 more
Examiner
FRISBY, KESHA
Art Unit
3715
Tech Center
3700 — Mechanical Engineering & Manufacturing
Assignee
Transform Sr Brands LLC
OA Round
1 (Non-Final)
53%
Grant Probability
Moderate
1-2
OA Rounds
2y 4m
Est. Remaining
76%
With Interview

Examiner Intelligence

Grants 53% of resolved cases
53%
Career Allowance Rate
401 granted / 763 resolved
-17.4% vs TC avg
Strong +24% interview lift
Without
With
+23.7%
Interview Lift
resolved cases with interview
Typical timeline
3y 8m
Avg Prosecution
25 currently pending
Career history
797
Total Applications
across all art units

Statute-Specific Performance

§101
19.3%
-20.7% vs TC avg
§103
51.3%
+11.3% vs TC avg
§102
20.2%
-19.8% vs TC avg
§112
5.7%
-34.3% vs TC avg
Black line = Tech Center average estimate • Based on career data from 763 resolved cases

Office Action

§101
DETAILED ACTION Notice of Pre-AIA or AIA Status The present application, filed on or after March 16, 2013, is being examined under the first inventor to file provisions of the AIA . Claim Rejections - 35 USC § 101 35 U.S.C. 101 reads as follows: Whoever invents or discovers any new and useful process, machine, manufacture, or composition of matter, or any new and useful improvement thereof, may obtain a patent therefor, subject to the conditions and requirements of this title. Claims 22-37 are rejected under 35 U.S.C. 101 because the claimed invention is directed to an abstract idea without significantly more. Step 1: The claims are directed to a method and a system which falls within one of the statutory categories of invention. Step 2A, Prong One: 101 SME rejection for the claims needed as “tracking data corresponding to a person” falls within the mental process enumerated grouping of abstract ideas. The additional elements “graphical user interface (GUI)” is a conventional element performing their generic functions. The claim does not include sufficient additional limitations as an inventive concept to transform the abstract idea into patent eligible application, given the steps and components are generic. When looked at individually and as a whole, the claim limitations are determined to be an abstract idea without “significantly more” and thus not patent eligible. Conclusion Any inquiry concerning this communication or earlier communications from the examiner should be directed to KESHA FRISBY whose telephone number is (571)272-8774. The examiner can normally be reached Monday-Friday 730AM-4PM. Examiner interviews are available via telephone, in-person, and video conferencing using a USPTO supplied web-based collaboration tool. To schedule an interview, applicant is encouraged to use the USPTO Automated Interview Request (AIR) at http://www.uspto.gov/interviewpractice. If attempts to reach the examiner by telephone are unsuccessful, the examiner’s supervisor, Xuan Thai can be reached at 571-272-7147. The fax phone number for the organization where this application or proceeding is assigned is 571-273-8300. Information regarding the status of published or unpublished applications may be obtained from Patent Center. Unpublished application information in Patent Center is available to registered users. To file and manage patent submissions in Patent Center, visit: https://patentcenter.uspto.gov. Visit https://www.uspto.gov/patents/apply/patent-center for more information about Patent Center and https://www.uspto.gov/patents/docx for information about filing in DOCX format. For additional questions, contact the Electronic Business Center (EBC) at 866-217-9197 (toll-free). If you would like assistance from a USPTO Customer Service Representative, call 800-786-9199 (IN USA OR CANADA) or 571-272-1000. /KESHA FRISBY/Primary Examiner, Art Unit 3715
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Prosecution Timeline

Mar 18, 2025
Application Filed
Jul 01, 2026
Non-Final Rejection mailed — §101 (current)

Precedent Cases

Applications granted by this same examiner with similar technology

Patent 12646424
SURGICAL TRAINING MODEL INCLUDING A SIMULATED HUMAN PROSTATE AND ASSOCIATED METHODS
2y 10m to grant Granted Jun 02, 2026
Patent 12640054
COMPUTATIONAL IN SILICO MODEL FOR PLACENTAL BARRIER
2y 6m to grant Granted May 26, 2026
Patent 12640058
SYSTEM FOR SIMULATING THORACIC CAGE AND LUMBAR SPINE REGION
2y 7m to grant Granted May 26, 2026
Patent 12633226
AUTOMATED CUSTOMIZATION VIRTUAL ECOSYSTEM
2y 3m to grant Granted May 19, 2026
Patent 12626608
SYSTEM TO DETERMINE A PERSONALIZED LEARNING PATHWAY
3y 3m to grant Granted May 12, 2026
Study what changed to get past this examiner. Based on 5 most recent grants.

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Prosecution Projections

1-2
Expected OA Rounds
53%
Grant Probability
76%
With Interview (+23.7%)
3y 8m (~2y 4m remaining)
Median Time to Grant
Low
PTA Risk
Based on 763 resolved cases by this examiner. Grant probability derived from career allowance rate.

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