Prosecution Insights
Last updated: April 17, 2026
Application No. 19/098,274

SYSTEM AND METHOD FOR AUTOMATED EMPLOYMENT PLACEMENT UTILIZING ARTIFICIAL INTELLIGENCE

Non-Final OA §101§102§112
Filed
Apr 02, 2025
Examiner
ALSAMIRI, MANAL A.
Art Unit
3628
Tech Center
3600 — Transportation & Electronic Commerce
Assignee
unknown
OA Round
1 (Non-Final)
38%
Grant Probability
At Risk
1-2
OA Rounds
3y 8m
To Grant
78%
With Interview

Examiner Intelligence

Grants only 38% of cases
38%
Career Allow Rate
52 granted / 138 resolved
-14.3% vs TC avg
Strong +40% interview lift
Without
With
+39.9%
Interview Lift
resolved cases with interview
Typical timeline
3y 8m
Avg Prosecution
18 currently pending
Career history
156
Total Applications
across all art units

Statute-Specific Performance

§101
36.0%
-4.0% vs TC avg
§103
34.9%
-5.1% vs TC avg
§102
12.7%
-27.3% vs TC avg
§112
13.0%
-27.0% vs TC avg
Black line = Tech Center average estimate • Based on career data from 138 resolved cases

Office Action

§101 §102 §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 . 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 1-3 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 applications subject to pre-AIA 35 U.S.C. 112, the applicant), regards as the invention. Claims 1-2 are merely recite intended results without setting forth how the results are achieved. Additionally, the recitation of “ computer implemented” and “ system” do not add any structural or operational limitations and therefore do not clarify the scope of the claim. Claim 3 is rejected under 35 U.S.C. 112(b) or 35 U.S.C. 112 (pre-AIA ), second paragraph, as being indefinite in that it fails to point out what is included or excluded by the claim language. This claim is an omnibus type claim. 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. The text of those sections of Title 35, U.S. Code not included in this action can be found in a prior Office action. Claim 3 fails under step 1 because it does not recite a statutory category of invention and fails to define any process, machine, manufacture or composition of mater. Accordingly, Claim 3 is ineligible under 101. Claims 1-2 are rejected under 35 U.S.C. 101 because the claimed invention is directed to an abstract idea without significantly more. Step 1 Claim 1 is directed to computer-implemented method (i.e., a process), and claim 2 is directed to a system (i.e., a machine), therefore claims 1-2 fall within the one of the four statutory categories of invention. Step2A- prong 1 Claims 1-2 is directed to an abstract idea: under broadest reasonable interpretation , ( e.g. facilitating employment placement), the claims cover “certain methods of organizing human activity” (managing personal behavior or relationships or interactions between people and commercial or legal interactions and following rules or instructions). Therefore, the claims are an abstract idea. Step 2A, Prong Two The judicial exception is not integrated into a practical application. Claims 1 and 2 as a whole amounts to: (i) merely invoking generic components as a tool to perform the abstract idea or “apply it” (or an equivalent). Claim1 recites computer, and claim 2 recites system, which are recited at a high-level of generality (See specification: [0022] computer can include any and all suitable combinations of at least one general purpose computer, special-purpose computer, programmable data processing apparatus, processor, processor architecture, and so on. [0024] Embodiments of the system as described herein are not limited to applications involving conventional computer programs or programmable apparatuses that run them) such that, when viewed as whole/ordered combination ( as shown in Fig. 1) , it amounts to no more than mere instruction to apply the judicial exception using generic computer components or “apply it” (See MPEP 2106.05(f)). Accordingly, these additional elements, when viewed as a whole/ordered combination (as shown in Fig. 1) , do not integrate the abstract idea into a practical application because it does not impose any meaningful limits on practicing the abstract idea. Thus, the claims are directed to an abstract idea. Step 2B As discussed above with respect to Step 2A Prong Two, the additional elements amount to no more than: (i) “apply it” (or an equivalent). The same analysis applies here in Step 2B, i.e., (i) merely invoking the generic components as a tool to perform the abstract idea or “apply it”, do not integrate the abstract idea into a practical application at Step 2A or provide an inventive concept at Step 2B. Therefore, the additional elements of: (i) computer, system do not integrate the abstract idea into a practical application at Step 2A or provide an inventive concept at Step 2B. Thus, even when viewed as a whole/ordered combination, nothing in the claims adds significantly more (i.e., an inventive concept) to the abstract idea. Thus, the claims are ineligible under 101. Claim Rejections - 35 USC § 102 In the event the determination of the status of the application as subject to AIA 35 U.S.C. 102 and 103 (or as subject to pre-AIA 35 U.S.C. 102 and 103) is incorrect, any correction of the statutory basis (i.e., changing from AIA to pre-AIA ) for the rejection will not be considered a new ground of rejection if the prior art relied upon, and the rationale supporting the rejection, would be the same under either status. The following is a quotation of the appropriate paragraphs of 35 U.S.C. 102 that form the basis for the rejections under this section made in this Office action: A person shall be entitled to a patent unless – (a)(1) the claimed invention was patented, described in a printed publication, or in public use, on sale, or otherwise available to the public before the effective filing date of the claimed invention. Claim(s) 1-3 is/are rejected under 35 U.S.C. 102 (a) ( 1) as being anticipated by Westerheide (US 2022/0067665 A1) As per claim 1, Westerheide teaches: A computer implemented method for facilitating online employment placement. ( see at least: Fig.1 & Fig. 2A, abstract , determining a job match between a candidate and a job posted by a hiring entity [0055]) As per claim 2, Westerheide teaches: A system for facilitating online employment placement ( see at least: Fig.1 & Fig. 2A, abstract , determining a job match between a candidate and a job posted by a hiring entity [0055]) As per claim 3, “The invention as described herein” fails to define any claim scope. Westerheide teaches ( see at least: Fig.1 & Fig. 2A, abstract , determining a job match between a candidate and a job posted by a hiring entity [0055]) Conclusion Any inquiry concerning this communication or earlier communications from the examiner should be directed to MANAL A. ALSAMIRI whose telephone number is (571)272-5598. The examiner can normally be reached M-F: 9:00 am - 5:00 pm. 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, Shannon Campbell can be reached at 571)272-5587. 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. /MANAL A. ALSAMIRI/Examiner, Art Unit 3628
Read full office action

Prosecution Timeline

Apr 02, 2025
Application Filed
Jan 06, 2026
Non-Final Rejection — §101, §102, §112 (current)

Precedent Cases

Applications granted by this same examiner with similar technology

Patent 12572883
DYNAMICALLY CONFIGURABLE ITEM ADDRESSING SYSTEM
2y 5m to grant Granted Mar 10, 2026
Patent 12412145
TRIGGERING A MITIGATION ACTION BASED ON AN ARTIFICIAL INTELLIGENCE MODEL-BASED DELIVERY DEFECT PREDICTION
2y 5m to grant Granted Sep 09, 2025
Patent 12412146
SYSTEMS AND METHODS FOR ELECTRONICALLY ANALYZING AND NORMALIZING A SHIPPING PARAMETER BASED ON USER PREFERENCE DATA
2y 5m to grant Granted Sep 09, 2025
Patent 12412157
GEOSPATIAL ANALYSIS SYSTEM AND METHODS FOR OPTIMIZING TRADE DEPLOYMENT AND RISK MITIGATION IN CONSTRUCTION CONTRACTING PROJECTS
2y 5m to grant Granted Sep 09, 2025
Patent 12400173
INFORMATION MANAGEMENT APPARATUS AND INFORMATION MANAGEMENT PROGRAM USING AN INSPECTION RESULT
2y 5m to grant Granted Aug 26, 2025
Study what changed to get past this examiner. Based on 5 most recent grants.

AI Strategy Recommendation

Get an AI-powered prosecution strategy using examiner precedents, rejection analysis, and claim mapping.
Powered by AI — typically takes 5-10 seconds

Prosecution Projections

1-2
Expected OA Rounds
38%
Grant Probability
78%
With Interview (+39.9%)
3y 8m
Median Time to Grant
Low
PTA Risk
Based on 138 resolved cases by this examiner. Grant probability derived from career allow rate.

Sign in for Full Analysis

Enter your email to receive a magic link. No password needed.

Free tier: 3 strategy analyses per month