Office Action Predictor
Last updated: April 16, 2026
Application No. 18/784,763

SYSTEM AND METHOD OF KEYWORD SENSITIVE SEMANTIC SEARCH SCORING FOR HIERARCHICALLY RELATED ARTIFICIAL INTELLIGENCE PRODUCTIVITY TOOL-ENABLABLE APPLICATION CAPABILITIES FOR A USER QUERY INPUT AT AN INFORMATION HANDLING SYSTEM

Non-Final OA §112
Filed
Jul 25, 2024
Examiner
ELAHEE, MD S
Art Unit
2694
Tech Center
2600 — Communications
Assignee
Dell Products LP
OA Round
1 (Non-Final)
79%
Grant Probability
Favorable
1-2
OA Rounds
3y 3m
To Grant
99%
With Interview

Examiner Intelligence

Grants 79% — above average
79%
Career Allow Rate
655 granted / 827 resolved
+17.2% vs TC avg
Strong +30% interview lift
Without
With
+30.0%
Interview Lift
resolved cases with interview
Typical timeline
3y 3m
Avg Prosecution
28 currently pending
Career history
855
Total Applications
across all art units

Statute-Specific Performance

§101
6.2%
-33.8% vs TC avg
§103
50.4%
+10.4% vs TC avg
§102
20.0%
-20.0% vs TC avg
§112
8.9%
-31.1% vs TC avg
Black line = Tech Center average estimate • Based on career data from 827 resolved cases

Office Action

§112
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 . DETAILED ACTION Claim Objections Regarding claim 1, the phrase “tool-enableable” in line 15 should apparently be “tool-enablable”. Claims 8 and 15 are objected for the same reasons as discussed above with respect to claim 1. Appropriate correction is required. Claim Rejections - 35 USC § 112 The following is a quotation of 35 U.S.C. 112(b): (B) CONCLUSION.—The specification shall conclude with one or more claims particularly pointing out and distinctly claiming the subject matter which the inventor or a joint inventor regards as the invention. The following is a quotation of 35 U.S.C. 112 (pre-AIA ), second paragraph: The specification shall conclude with one or more claims particularly pointing out and distinctly claiming the subject matter which the applicant regards as his invention. Claims 1-20 are rejected under 35 U.S.C. 112(b) or 35 U.S.C. 112 (pre-AIA ), second paragraph, as being indefinite for failing to particularly point out and distinctly claim the subject matter which the inventor or a joint inventor, or for pre-AIA the applicant regards as the invention. Regarding claim 1, the phrase “the branch” in line 18 of the claim is indefinite. There are two different “a plurality of branches” and “a branch”. It is unclear which one is being referred by the phrase. Regarding claim 8, the phrase “the capability node” in line 10 of the claim is indefinite. There are two different “each capability node”. It is unclear which one is being referred by the phrase. Claim 15 is rejected for the same reasons as discussed above with respect to claim 8. Regarding claim 8, the phrase “the user query input” in lines 17-18 of the claim is indefinite. There are two different “a user query input”. It is unclear which one is being referred by the phrase. Since claims 2-7, 9-14 and 16-20 are dependent claims, these claims are also rejected. Claims 8-14 are rejected under 35 U.S.C. 112(b) or 35 U.S.C. 112 (pre-AIA ), second paragraph, as being indefinite for failing to particularly point out and distinctly claim the subject matter which the inventor or a joint inventor, or for pre-AIA the applicant regards as the invention. Claim 8 recites the limitation “the natural language descriptions” in lines 4-5. There is insufficient antecedent basis for this limitation in the claim. Since claims 9-14 are dependent claims, these claims are also rejected. Allowable Subject Matter Claims 1-20 will be allowed after overcoming claim objections and rejection under 35 U.S.C. 112(b). Conclusion Any inquiry concerning this communication or earlier communications from the examiner should be directed to MD S ELAHEE whose telephone number is (571)272-7536. The examiner can normally be reached on Monday thru Friday; 8:30AM to 5:00PM EST. If attempts to reach the examiner by telephone are unsuccessful, the examiner’s supervisor, FAN TSANG can be reached on 571-272-7547. The fax phone number for the organization where this application or proceeding is assigned is (571) 273-8300. Information regarding the status of an application may be obtained from the Patent Application Information Retrieval (PAIR) system. Status information for published applications may be obtained from either Private PAIR or Public PAIR. Status information for unpublished applications is available through Private PAIR only. For more information about the PAIR system, see http://pair-direct.uspto.gov. Should you have questions on access to the Private PAIR system, contact the Electronic Business Center (EBC) at 866-217-9197 (toll-free). /MD S ELAHEE/ MD SHAFIUL ALAM ELAHEE Primary Examiner, Art Unit 2694 January 22, 2026
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Prosecution Timeline

Jul 25, 2024
Application Filed
Jan 21, 2026
Non-Final Rejection — §112
Mar 23, 2026
Examiner Interview (Telephonic)
Apr 02, 2026
Response Filed

Precedent Cases

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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
79%
Grant Probability
99%
With Interview (+30.0%)
3y 3m
Median Time to Grant
Low
PTA Risk
Based on 827 resolved cases by this examiner. Grant probability derived from career allow rate.

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