Prosecution Insights
Last updated: October 27, 2026
Application No. 18/943,261

User Interface Tool for Polytope Analysis

Non-Final OA §102§103
Filed
Nov 11, 2024
Priority
May 27, 2021 — provisional 63/193,804 +5 more
Examiner
DEBROW, JAMES J
Art Unit
Tech Center
Assignee
Blue Yonder Group Inc.
OA Round
1 (Non-Final)
70%
Grant Probability
Favorable
1-2
OA Rounds
1y 3m
Est. Remaining
96%
With Interview

Examiner Intelligence

Grants 70% — above average
70%
Career Allowance Rate
365 granted / 521 resolved
+10.1% vs TC avg
Strong +26% interview lift
Without
With
+25.7%
Interview Lift
resolved cases with interview
Typical timeline
3y 3m
Avg Prosecution
26 currently pending
Career history
549
Total Applications
across all art units

Statute-Specific Performance

§101
10.7%
-29.3% vs TC avg
§103
59.0%
+19.0% vs TC avg
§102
22.5%
-17.5% vs TC avg
§112
4.5%
-35.5% vs TC avg
Black line = Tech Center average estimate • Based on career data from 521 resolved cases

Office Action

§102 §103
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 . This Office Action is responsive to: Application filed 11 Nov. 2024 Claims 1-20 are pending in this case. Claims 1, 8 and 15 are independent claims Claim Rejections - 35 USC § 102 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. Claims 1-4, 8-11 and 15-18 are rejected under 35 U.S.C. 102(a)(1) as being anticipated by over Najmi (Pub. No.: US 2016/0217406 A1; Filed: Mar. 13, 2013) Regarding independent claims 1, 8 and 15, Najmi disclose a system for autonomously performing a polytope analysis, comprising: a computer, comprising a processor and memory, and configured to: autonomously identifies input for use in the polytope analysis using one or more natural language processing techniques (0040; 0043; 0046; 0070); perform a polytope analysis using the identified input (0040; 0043-0046; 0070); generate one or more response plans based on the performed polytope analysis (0040; 0043-0046; 0070); display the one or more generated response plans analysis (0040; 0043-0046; 0070); and execute at least one of the one or more generated response plans analysis (0040; 0043-0046; 0070). Regarding dependent claims 2, 9 and 16, Najmi disclose the system of Claims 1, 8 and 15 respectively, wherein executing at least one of the one or more generated response plans comprises activating one or more parked assumption objects (0045-0046). Regarding dependent claims 3, 10 and 17, Najmi disclose the system of Claims 1, 8 and 15 respectively, wherein the identified input comprises one or more of: one or more assumptions, one or more goals, and one or more levers for a polytope analysis (0046; 0064). Regarding dependent claims 4, 11 and 18, Najmi disclose the system of Claims 1, 8 and 15 respectively, wherein the computer is further configured to: provide a GUI that is configured to perform one or more of: altering, adding and removing one or more of: one or more assumptions, one or more goals and one or more levers (0043; 0045). Claim Rejections - 35 USC § 103 The following is a quotation of 35 U.S.C. 103 which forms the basis for all obviousness rejections set forth in this Office action: A patent for a claimed invention may not be obtained, notwithstanding that the claimed invention is not identically disclosed as set forth in section 102, if the differences between the claimed invention and the prior art are such that the claimed invention as a whole would have been obvious before the effective filing date of the claimed invention to a person having ordinary skill in the art to which the claimed invention pertains. Patentability shall not be negated by the manner in which the invention was made. Claims 5-7, 12-14, 19 and 20 are rejected under 35 U.S.C. 103 as being unpatentable over Najmi in view of Bensoussan et al. (Pat. No.: US 7,877,281 B1; Filed: Mar. 30, 2001). Regarding dependent claims 5, 12 and 19, Najmi does not expressly disclose the system of Claims 1, 8 and 15 respectively, wherein the computer is further configured to: display assumption data associated with the polytope analysis, wherein the assumption data comprises one or more of: type, priority, one or more dates, confidence, description and scope. Bensoussan teach display assumption data associated with the polytope analysis, wherein the assumption data comprises one or more of: type, priority, one or more dates, confidence, description and scope (col 5 lines 48-62; col 7 line 62-col 8 line 40). Therefore, before the effective filing date of the claim invention, it would have been obvious to one of ordinary skill in the art to combine Bensoussan with Najmi for the benefit of providing a method for strategic resource planning that accounts for uncertainties inherent in the forecasting process (col 1 lines 18-22). Regarding dependent claims 6, 13 and 20, Najmi does not expressly disclose the system of Claims 1, 8 and 15 respectively, wherein the identified input comprises one or more comments in one or more text messages. Bensoussan teach wherein the identified input comprises one or more comments in one or more text messages (col 7 lines 62-col 8 line 37; col 9 line 61-col 10 line 11). Therefore, before the effective filing date of the claim invention, it would have been obvious to one of ordinary skill in the art to combine Bensoussan with Najmi for the benefit of providing a method for strategic resource planning that accounts for uncertainties inherent in the forecasting process (col 1 lines 18-22). Regarding dependent claims 7 and 14, Najmi does not expressly disclose the system of Claims 1 and 8 respectively, wherein the computer is further configured to: display a tradeoff analysis comprising one or more scenarios. Bensoussan teach display a tradeoff analysis comprising one or more scenarios (col 4 lines 64-col 5 line 20; col 7 lines 62-col 8 line 37; col 7 line 62-col 8 line 40). Therefore, before the effective filing date of the claim invention, it would have been obvious to one of ordinary skill in the art to combine Bensoussan with Najmi for the benefit of providing a method for strategic resource planning that accounts for uncertainties inherent in the forecasting process (col 1 lines 18-22). NOTE It is noted that any citations to specific, pages, columns, lines, or figures in the prior art references and any interpretation of the reference should not be considered to be limiting in any way. A reference is relevant for all it contains and may be relied upon for all that it would have reasonably suggested to one having ordinary skill in the art. See MPEP 2123. Conclusion Any inquiry concerning this communication or earlier communications from the examiner should be directed to JAMES J DEBROW whose telephone number is (571)272-5768. The examiner can normally be reached on 09:00 - 06:00. If attempts to reach the examiner by telephone are unsuccessful, the examiner’s supervisor, William Bashore can be reached on 571-272-4088. 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 Patent Center and the Private Patent Application Information Retrieval (PAIR) system. Status information for published applications may be obtained from Patent Center or Private PAIR. Status information for unpublished applications is available through Patent Center or Private PAIR to authorized users only. Should you have questions about access to Patent Center or the Private PAIR system, contact the Electronic Business Center (EBC) at 866-217-9197 (toll-free). 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) Form at https://www.uspto.gov/patents/uspto-automated- interview-request-air-form. /James J Debrow/ Primary Patent Examiner Art Unit 2174 571-272-5768
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Prosecution Timeline

Nov 11, 2024
Application Filed
Oct 06, 2026
Non-Final Rejection mailed — §102, §103 (current)

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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
70%
Grant Probability
96%
With Interview (+25.7%)
3y 3m (~1y 3m remaining)
Median Time to Grant
Low
PTA Risk
Based on 521 resolved cases by this examiner. Grant probability derived from career allowance rate.

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