Prosecution Insights
Last updated: April 19, 2026
Application No. 18/824,690

Domain-Aware Decomposition for Supply Chain Master Planning using Linear Programming

Non-Final OA §101
Filed
Sep 04, 2024
Examiner
GLASS, RUSSELL S
Art Unit
3627
Tech Center
3600 — Transportation & Electronic Commerce
Assignee
Blue Yonder Group Inc.
OA Round
1 (Non-Final)
71%
Grant Probability
Favorable
1-2
OA Rounds
3y 7m
To Grant
92%
With Interview

Examiner Intelligence

Grants 71% — above average
71%
Career Allow Rate
425 granted / 598 resolved
+19.1% vs TC avg
Strong +21% interview lift
Without
With
+20.9%
Interview Lift
resolved cases with interview
Typical timeline
3y 7m
Avg Prosecution
17 currently pending
Career history
615
Total Applications
across all art units

Statute-Specific Performance

§101
25.9%
-14.1% vs TC avg
§103
27.8%
-12.2% vs TC avg
§102
25.2%
-14.8% vs TC avg
§112
9.2%
-30.8% vs TC avg
Black line = Tech Center average estimate • Based on career data from 598 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 . Terminal Disclaimer Applicant’s Terminal Disclaimer filed 9/9/24 has been approved. 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. Claim(s) 1-20 is/are directed to statutory systems, methods, and non-transitory computer-readable storage medium embodied with software under Step 1 of the eligibility analysis. However, the claims are further directed toward a judicial exception under Step 2A Prong One of the eligibility analysis, namely an abstract idea. Under Step 2A Prong Two of the eligibility analysis, the claim(s) does/do not include additional elements to integrate the exception into a practical application of that exception. Under Step 2B of the eligibility analysis, the claims are not sufficient to amount to significantly more than the judicial exception because nothing in the asserted claims purports to improve the functioning of the computer itself or effect an improvement in any other technology or technical field. The claim(s) is/are directed to the abstract idea of “systems and methods solving of linear programming supply chain planning problems using functional decomposition”, (see Spec, ¶ 2). This falls under MPEP 2106.04(a)(2), Abstract Idea Groupings, I. MATHEMATICAL CONCEPTS, A. Mathematical Relationships, “iv. organizing information and manipulating information through mathematical correlations, Digitech Image Techs., LLC v. Electronics for Imaging, Inc., 758 F.3d 1344, 1350, 111 USPQ2d 1717, 1721 (Fed. Cir. 2014). The patentee in Digitech claimed methods of generating first and second data by taking existing information, manipulating the data using mathematical functions, and organizing this information into a new form. The court explained that such claims were directed to an abstract idea because they described a process of organizing information through mathematical correlations, like Flook's method of calculating using a mathematical formula. 758 F.3d at 1350, 111 USPQ2d at 1721”. Here the claims recite a number of abstract mathematical concepts used to partition the supply chain network such as: “model the supply chain network as a graph; traverse the graph to apply a maxflow-mincut process to the graph…in response to detecting that the one or more subproblems are not balanced, partition the supply chain network by: applying a decomposition process…determining which of one or more buffers has two or more flows or operations; determining a complicating connecting entity having a lowest assigned level…searching for one or more connected entities using a depth-first-search … iteratively processing each common connected node as a complicating entity; and …generate one or more decomposed supply chain subproblems”. The additional element(s) or combination of elements in the claim(s) other than the abstract idea per se, i.e. medium, storage, processor, memory, etc., amount(s) to no more than implementing the abstract idea on a generic computer system, (see MPEP 2106.04(a)(2)(III)(C)(1)) . Because a judicial exception is not eligible subject matter, if there are no additional claim elements besides the judicial exception, or if the additional claim elements merely recite another judicial exception, that is insufficient to integrate the judicial exception into a practical application. See, e.g., RecogniCorp, LLC v. Nintendo Co., 855 F.3d 1322, 1327, 122 USPQ2d 1377 (Fed. Cir. 2017) ("Adding one abstract idea (math) to another abstract idea (encoding and decoding) does not render the claim non-abstract"). Therefore, the claim(s) are rejected under 35 U.S.C. 101 as being directed to non-statutory subject matter. Allowable Subject Matter The following is a statement of reasons for the indication of allowable subject matter: The prior art of record fails to disclose, inter alia, modelling, by a computer comprising a processor and a memory, the supply chain network as a graph; traversing, by the computer, the graph to apply a maxflow-mincut process to the graph; in response to detecting that one or more subproblems are balanced, generating, by the computer, a first connected components list and one or more first complicating links; in response to detecting that the one or more subproblems are not balanced, partitioning, by the computer, the supply chain network by: applying, by the computer, a decomposition process according to a classification of the supply chain network; assigning, by the computer, one or more levels to each resource and material buffer according to corresponding placement in the supply chain network; determining, by the computer, which of one or more buffers has two or more flows or operations; determining, by the computer, a complicating connecting entity having a lowest assigned level, and removing a resource load or material flow from each complicating entity; searching, by the computer, for one or more connected entities using a depth-first-search for one or more connected nodes for each operation in each of the removed resource loads and the removed material flows; iteratively processing, by the computer, each common connected node as a complicating entity; and providing, by the computer, a second connected component list and one or more second complicating links of the supply chain network; and generating, by the computer, one or more decomposed supply chain subproblems. Conclusion The prior art made of record and not relied upon is considered pertinent to applicant's disclosure: US-20190303849-A1, US-20080221960-A1, US-9805330-B2, US-9754232-B2, and WO-2013085692-A1. Any inquiry concerning this communication or earlier communications from the examiner should be directed to RUSSELL S GLASS whose telephone number is (571)272-7285. The examiner can normally be reached M-F, 9-5. 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, FLORIAN ZEENDER can be reached at 571-272-6790. 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. /RUSSELL S GLASS/Primary Examiner, Art Unit 3627
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Prosecution Timeline

Sep 04, 2024
Application Filed
Feb 19, 2026
Non-Final Rejection — §101 (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
71%
Grant Probability
92%
With Interview (+20.9%)
3y 7m
Median Time to Grant
Low
PTA Risk
Based on 598 resolved cases by this examiner. Grant probability derived from career allow rate.

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