Prosecution Insights
Last updated: October 23, 2026
Application No. 18/694,927

OPTIMIZED DIAGNOSTIC MODEL USING VEHICLE DATA

Final Rejection §112
Filed
Mar 22, 2024
Priority
Oct 01, 2021 — provisional 63/251,428 +1 more
Examiner
CHEN, SHELLEY
Art Unit
3665
Tech Center
3600 — Transportation & Electronic Commerce
Assignee
Cummins Inc.
OA Round
4 (Final)
66%
Grant Probability
Favorable
5-6
OA Rounds
9m
Est. Remaining
87%
With Interview

Examiner Intelligence

Grants 66% — above average
66%
Career Allowance Rate
359 granted / 542 resolved
+14.2% vs TC avg
Strong +20% interview lift
Without
With
+20.4%
Interview Lift
resolved cases with interview
Typical timeline
3y 4m
Avg Prosecution
21 currently pending
Career history
566
Total Applications
across all art units

Statute-Specific Performance

§101
4.1%
-35.9% vs TC avg
§103
66.9%
+26.9% vs TC avg
§102
17.2%
-22.8% vs TC avg
§112
11.3%
-28.7% vs TC avg
Black line = Tech Center average estimate • Based on career data from 542 resolved cases

Office Action

§112
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 . Response to Amendments/Arguments 1. Applicant's arguments filed 08 September 2026 have been fully considered but are not persuasive. The amended claims are not allowable at least because they introduce new matter not originally disclosed in the specification. Claim Objections 2. Claims 1, 8, and 15 objected to because of the following informalities: There is insufficient antecedent basis for the claim limitation “the plurality of features” in the claims (see at least lines 7-8 of claim 1). The limitation “and a plurality of features” to which “the plurality of features” refers was deleted from the proposed amendment discussed during the previous interview. Appropriate correction is required. Claim Rejections - 35 USC § 112 3. The following is a quotation of the first paragraph of 35 U.S.C. 112(a): (a) IN GENERAL.—The specification shall contain a written description of the invention, and of the manner and process of making and using it, in such full, clear, concise, and exact terms as to enable any person skilled in the art to which it pertains, or with which it is most nearly connected, to make and use the same, and shall set forth the best mode contemplated by the inventor or joint inventor of carrying out the invention. The following is a quotation of the first paragraph of pre-AIA 35 U.S.C. 112: The specification shall contain a written description of the invention, and of the manner and process of making and using it, in such full, clear, concise, and exact terms as to enable any person skilled in the art to which it pertains, or with which it is most nearly connected, to make and use the same, and shall set forth the best mode contemplated by the inventor of carrying out his invention. 4. Claims 1-11 and 13-21 rejected under 35 U.S.C. 112(a) or 35 U.S.C. 112 (pre-AIA ), first paragraph, as failing to comply with the written description requirement. The claim(s) contain subject matter which was not described in the specification in such a way as to reasonably convey to one skilled in the relevant art that the inventor(s), at the time the application was filed, had possession of the claimed invention. The original specification fails to disclose the following limitations of the newly amended claims: “corresponding to an engine idle condition”. The original specification discloses removing features/trips corresponding to an engine not running condition or a vehicle idle condition (P37 of PG-PUB), which is not equivalent to an engine idle condition. The new matter could be removed by replacing “corresponding to an engine idle condition of an engine” with “corresponding to an engine not running condition of an engine” or “corresponding to a vehicle idle condition of the vehicle”. Allowable Subject Matter 5. Claims 1-11 and 13-21 would be allowable except for the claim objections and the rejection under 35 U.S.C. 112(a). None of the prior art of record either taken alone or taken in any possible combination would anticipate or would tend to render obvious Applicants' claimed invention as set forth in the independent claims. Conclusion Applicant's amendment necessitated the new ground(s) of rejection presented in this Office action. Accordingly, THIS ACTION IS MADE FINAL. See MPEP § 706.07(a). Applicant is reminded of the extension of time policy as set forth in 37 CFR 1.136(a). A shortened statutory period for reply to this final action is set to expire THREE MONTHS from the mailing date of this action. In the event a first reply is filed within TWO MONTHS of the mailing date of this final action and the advisory action is not mailed until after the end of the THREE-MONTH shortened statutory period, then the shortened statutory period will expire on the date the advisory action is mailed, and any extension fee pursuant to 37 CFR 1.136(a) will be calculated from the mailing date of the advisory action. In no event, however, will the statutory period for reply expire later than SIX MONTHS from the date of this final action. Any inquiry concerning this communication or earlier communications from the examiner should be directed to SHELLEY CHEN whose telephone number is (571)270-1330. The examiner can normally be reached Mondays through Fridays. Examiner interviews are available via telephone. 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, Erin Bishop can be reached at (571) 270-3713. 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. /Shelley Chen/ Patent Examiner Art Unit 3665 October 7, 2026
Read full office action

Prosecution Timeline

Show 6 earlier events
Apr 22, 2026
Request for Continued Examination
Apr 28, 2026
Response after Non-Final Action
May 06, 2026
Non-Final Rejection mailed — §112
Aug 13, 2026
Interview Requested
Aug 24, 2026
Examiner Interview Summary
Aug 24, 2026
Applicant Interview (Telephonic)
Sep 08, 2026
Response Filed
Oct 09, 2026
Final Rejection mailed — §112 (current)

Precedent Cases

Applications granted by this same examiner with similar technology

Patent 12769336
MANAGEMENT SYSTEM OF WORKPLACE AND METHOD FOR MANAGING WORKPLACE
2y 0m to grant Granted Oct 20, 2026
Patent 12765478
WORK VEHICLE AND SYSTEM HAVING A HARVESTER TOOL FOR A FORESTRY APPLICATION
1y 6m to grant Granted Oct 20, 2026
Patent 12759564
PREDICTIVE MACHINE CONTROL
1y 5m to grant Granted Oct 13, 2026
Patent 12749404
DRIVE ASSIST APPARATUS
1y 9m to grant Granted Sep 29, 2026
Patent 12741855
SYSTEMS AND METHODS FOR CONTROLLING AUTONOMOUS VEHICLE OPERATION BASED ON MONITORING OF A LOADING DOCK
1y 7m to grant Granted Sep 22, 2026
Study what changed to get past this examiner. Based on 5 most recent grants.

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Prosecution Projections

5-6
Expected OA Rounds
66%
Grant Probability
87%
With Interview (+20.4%)
3y 4m (~9m remaining)
Median Time to Grant
High
PTA Risk
Based on 542 resolved cases by this examiner. Grant probability derived from career allowance rate.

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