Prosecution Insights
Last updated: July 17, 2026
Application No. 18/618,272

COMPUTER-IMPLEMENTED SYSTEM AND METHOD FOR PROVIDING CONTEXTUALLY RELEVANT TASK RECOMMENDATIONS TO QUALIFIED USERS

Non-Final OA §101§103
Filed
Mar 27, 2024
Priority
Jul 06, 2016 — continuation of 10/885,478 +1 more
Examiner
WAESCO, JOSEPH M
Art Unit
3625
Tech Center
3600 — Transportation & Electronic Commerce
Assignee
PALO ALTO RESEARCH CENTER Incorporated
OA Round
1 (Non-Final)
47%
Grant Probability
Moderate
1-2
OA Rounds
12m
Est. Remaining
90%
With Interview

Examiner Intelligence

Grants 47% of resolved cases
47%
Career Allowance Rate
218 granted / 462 resolved
-4.8% vs TC avg
Strong +42% interview lift
Without
With
+42.3%
Interview Lift
resolved cases with interview
Typical timeline
3y 3m
Avg Prosecution
42 currently pending
Career history
516
Total Applications
across all art units

Statute-Specific Performance

§101
30.4%
-9.6% vs TC avg
§103
67.9%
+27.9% vs TC avg
§102
1.3%
-38.7% vs TC avg
§112
0.2%
-39.8% vs TC avg
Black line = Tech Center average estimate • Based on career data from 462 resolved cases

Office Action

§101 §103
DETAILED ACTION Claim 1 is pending. Claim 1 is considered in this Office 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 . Information Disclosure Statement The information disclosure statements (IDSs) submitted on 6/2/2024, 12/4/2024, 2/27/2025, 5/12/2025 have been acknowledged. The submission is in compliance with the provisions of 37 CFR 1.97. Accordingly, the information disclosure statements are being considered by the examiner. The initialed and dated copies of Applicant’s IDS form 1449 is attached to the instant Office action. The examiner notes that since the applicant has submitted over 50 pieces of non-patent literature amounting to over 2000 pages, consideration of the documents has been merely a cursory review of the listed references. In accordance with MPEP 609.04(a), “Although a concise explanation of the relevance of the information is not required for English language information, applicants are encouraged to provide a concise explanation of why the English-language information is being submitted and how it is understood to be relevant. Concise explanations (especially those which point out the relevant pages and lines) are helpful to the Office, particularly where documents are lengthy and complex and applicant is aware of a section that is highly relevant to patentability or where a large number of documents are submitted and applicant is aware that one or more are highly relevant to patentability.“ Additionally, see MPEP 2004, “13. It is desirable to avoid the submission of long lists of documents if it can be avoided. Eliminate clearly irrelevant and marginally pertinent cumulative information. If a long list is submitted, highlight those documents which have been specifically brought to applicant’s attention and/or are known to be of most significance. See Penn Yan Boats, Inc. v. Sea Lark Boats, Inc., 359 F. Supp. 948, 175 USPQ 260 (S.D. Fla. 1972), aff’d, 479 F.2d 1338, 178 USPQ 577 (5th Cir. 1973), cert. denied, 414 U.S. 874 (1974). But cf. Molins PLC v. Textron Inc., 48 F.3d 1172, 33 USPQ2d 1823 (Fed. Cir. 1995).” 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 1 is rejected under 35 U.S.C. 101 because the claimed invention is directed to an abstract idea without significantly more. Claim 1 is directed to the limitations to receive contextual data collected for a user via one more sensors associated with the user; (Analyzing the Information, an Evaluation, a Mental Process; Organizing and Tracking Information for Managing Human Activity, i.e. Providing Tasks to User; a Certain Method of Organizing Human Activity); acknowledge an activity being performed by the user based on the contextual data (Analyzing the Information, an Evaluation, a Mental Process; Organizing and Tracking Information for Managing Human Activity, i.e. Providing Tasks to User; a Certain Method of Organizing Human Activity); compare the activity with a profile of the user (Analyzing the Information, an Evaluation, a Mental Process; Organizing and Tracking Information for Managing Human Activity, i.e. Providing Tasks to User; a Certain Method of Organizing Human Activity); verify that the user is qualified to perform the activity based on the user profile (Analyzing the Information, an Evaluation, a Mental Process; Organizing and Tracking Information for Managing Human Activity, i.e. Providing Tasks to User; a Certain Method of Organizing Human Activity); monitor the activity (Collecting Information, an Observation, a Mental Process; Organizing and Tracking Information for Managing Human Activity, i.e. Providing Tasks to User; a Certain Method of Organizing Human Activity); identify at least one recommendation for performance of a step during the activity (Analyzing the Information, an Evaluation, a Mental Process; Organizing and Tracking Information for Managing Human Activity, i.e. Providing Tasks to User; a Certain Method of Organizing Human Activity), and transmit the recommendation to at least one recipient comprising at least one of the user and another user (Transmitting Information, an Evaluation and Judgment, a Mental Process; Organizing and Tracking Information for Managing Human Activity, i.e. Providing Tasks to User; a Certain Method of Organizing Human Activity), which under their broadest reasonable interpretation, covers performance of the limitation in the mind for the purposes of organizing and tracking information for managing tasks of users but for the recitation of generic computer components. That is, other than reciting a computer-implemented system comprising: one or more sensors and a server comprising a central processing unit, an input port to receive the contextual data, and an output port, nothing in the claim element precludes the step from practically being performed or read into the mind for the purposes of Organizing and Tracking information in order to manage tasks for users. For example, identifying at least one recommendation for performance of a step during the activity encompasses a General Contractor witnessing a roof being put on and noticing that more nails needed to go into the roof for the shingles in the appropriate places, an observation and evaluation. If a claim limitation, under its broadest reasonable interpretation, covers performance of the limitation in the mind but for the recitation of generic computer components, then it falls within the “Mental Processes” grouping of abstract ideas, an observation and evaluation. Further, as described above, the claims recite limitations for organizing and tracking information for a Fundamental Economic Practice, Risk Mitigation, a “Certain Method of Organizing Human Activity”. Accordingly, the claim recites an abstract idea. This judicial exception is not integrated into a practical application. In particular, the claim recites the above stated additional elements to perform the abstract limitations as above. The system, sensors, server, and elements above are recited at a high-level of generality (i.e., as a generic software/module performing a generic computer function of storing, retrieving, sending, and processing data) such that they amount to no more than mere instructions to apply the exception using generic computer components. Even if taken as an additional element, the receiving and transmitting steps above are insignificant extra-solution activity as these are receiving, storing, and transmitting data as per the MPEP 2106.05(d). Accordingly, these additional elements do not integrate the abstract idea into a practical application because they do not impose any meaningful limits on practicing the abstract idea. The claim is directed to an abstract idea. The claim does not include additional elements that are sufficient to amount to significantly more than the judicial exception, when considered both individually and as an ordered combination. As discussed above with respect to integration of the abstract idea into a practical application, the additional element being used to perform the abstract limitations stated above amount to no more than mere instructions to apply the exception using generic computer components. Mere instructions to apply an exception using generic computer components cannot provide an inventive concept. The claim is not patent eligible. Applicant’s Specification states: “The mobile devices can include one or more of a smart phone, smart watch, and head- mounted computing device, as well as other types of mobile computing devices.” Which states that any smart phone, mobile computing device, laptop, etc., can be used to perform the abstract limitations, and from this interpretation, one would reasonably deduce the aforementioned steps are all functions that can be done on generic components, and thus application of an abstract idea on a generic computer, as per the Alice decision and not requiring further analysis under Berkheimer, but for edification the Applicant’s specification has been used as above satisfying any such requirement. This is “Applying It” by utilizing current technologies such as a computer, to perform the abstract limitations of the claims. For the receiving and transmitting steps that were considered extra-solution activity in Step 2A above, if they were to be considered additional elements, they have been re-evaluated in Step 2B and determined to be well-understood, routine, conventional, activity in the field. The background does not provide any indication that the additional elements, such as the system, sensors, etc., nor the receiving or transmitting steps as above, are anything other than a generic, and the MPEP Section 2106.05(d) indicates that mere collection or receipt, storing, or transmission of data is a well‐understood, routine, and conventional function when it is claimed in a merely generic manner (as it is here). For these reasons, there is no inventive concept. The claim is not patent eligible. After considering all claim elements, both individually and in combination, Examiner has determined that the claims are directed to the above abstract ideas and do not amount to significantly more. Therefore, the claims and dependent claims are rejected under 35 U.S.C. 101 as being directed to non-statutory subject matter. See Alice Corporation Pty. Ltd. v. CLS Bank International, No. 13–298. 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 of this title, 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. The factual inquiries set forth in Graham v. John Deere Co., 383 U.S. 1, 148 USPQ 459 (1966), that are applied for establishing a background for determining obviousness under 35 U.S.C. 103 are summarized as follows: 1. Determining the scope and contents of the prior art. 2. Ascertaining the differences between the prior art and the claims at issue. 3. Resolving the level of ordinary skill in the pertinent art. 4. Considering objective evidence present in the application indicating obviousness or nonobviousness. Claim 1 is rejected under 35 U.S.C. 103 as being unpatentable over Elenbaas (U.S. Publication No. 2009/021,0282) in view of Bencke (U.S. Publication No. 2017/0323233). Regarding Claim 1, Elenbaas teaches a computer-implemented system comprising: contextual data collected for a user via one more sensors associated with the user ([0128] data is gathered of the users by cameras/video, also in [0243] the management server monitors the data from these tasks, thus a sensor); and a server comprising a central processing unit, an input port to receive the contextual data, and an output port ([0243] a server for receiving and monitoring the data with [0067] a processor, input and output modules), wherein the central processing unit is configured to: acknowledge an activity being performed by the user based on the contextual data ([0243] the server monitors the activity is being performed using the data above, and also other data as in [0246]); compare the activity with a profile of the user ([0139] a worker profile is accessed to see if a worker is qualified or has performed tasks/activities); verify that the user is qualified to perform the activity based on the user profile ([0139] the worker/user is accessed to determine if the worker is qualified); monitor the activity ([0243] the system and server monitor the progress of the task); and transmit the recommendation to at least one recipient comprising at least one of the user and another user ([0287] an optimal team is sent, but the information/recommendations are also sent to job owners, [0244] to reviewers, [0253] workers, intermediators, etc.). Although Elenbaas teaches identify at least one recommendation for performance of a step during the activity ([0287] an optimal team for the job is recommended, such as in [0243] adding of additional workers, or an additional task is recommended/required as in [0237], or in [0222] an additional task is recommended by using ontology), it does not explicitly state a recommendation of a new task. Bencke teaches additional new tasks being recommended or not for users/workers as in [0064-68]. It would be obvious to one of ordinary skill in the art at the time the claimed invention was filed to combine the recommendations of Elenbass with that of Bencke as they are both analogous art which teach solutions to problems with the processing of tasks and jobs by works, and the combination would lead to an improved system which would increase the number of qualified users for the tasks as taught in [0054] of Bencke. Conclusion The prior art made of record and not relied upon is considered pertinent to applicant's disclosure. US 20170323233 A1 Bencke; Matthew Justin Von et al. TASKING SYSTEM US 20090210282 A1 Elenbaas; Daniel J. et al. Online Work Management System with Job Division Support US 20090204470 A1 Weyl; Stephen et al. Multilevel Assignment of Jobs and Tasks in Online Work Management System US 20090077000 A1 Begole; James M.A. et al. METHOD AND SYSTEM TO PREDICT AND RECOMMEND FUTURE GOAL-ORIENTED ACTIVITY US 20240135090 A1 KAPCAR; Christopher A. et al. RECOMMENDATION PLATFORM FOR SKILL DEVELOPMENT US 20240054430 A1 Maikhuri; Ajay et al. INTUITIVE AI-POWERED PERSONAL EFFECTIVENESS IN CONNECTED WORKPLACE US 20230186192 A1 Xia; Chunrong INTELLIGENT TASK ASSIGNMENT AND PERFORMANCE US 20170201779 A1 Publicover; Mark W. et al. COMPUTERIZED METHOD AND SYSTEM FOR PROVIDING CUSTOMIZED ENTERTAINMENT CONTENT US 20160335686 A1 AthuluruTlrumala; GiriSrinivasaRao et al. REAL-TIME CUSTOMER EXPERIENCE MANAGEMENT SYSTEMS AND METHODS US 20160335683 A1 Roberts; Mark Edward Rating System and Method US 20160253710 A1 Publicover; Mark W. et al. PROVIDING TARGETED CONTENT BASED ON A USER'S MORAL VALUES US 20160234143 A1 Choudhary; Nichiketa et al. USER MESSAGING BASED ON CHANGES IN TRACKED ACTIVITY METRICS US 20150066554 A1 Red; Walter Edward et al. OPTIMIZING ORGANIZATION AND MANAGEMENT OF TEAMS US 20140199663 A1 Sadeh-Koniecpol; Norman et al. METHOD AND SYSTEM FOR CONTROLLING CONTEXT-AWARE CYBERSECURITY TRAINING US 20130097664 A1 Herz; Frederick et al. SECURE DATA INTERCHANGE US 20090204471 A1 Elenbaas; Daniel J. et al. Trust Level Based Task Assignment in an Online Work Management System US 20170309196 A1 VANGALA; VIPINDEEP et al. USER ENERGY-LEVEL ANOMALY DETECTION Any inquiry concerning this communication or earlier communications from the examiner should be directed to JOSEPH M WAESCO whose telephone number is (571)272-9913. The examiner can normally be reached on 8 AM - 5 PM M-F. 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, BETH BOSWELL can be reached on (571) 272-6737. The fax phone number for the organization where this application or proceeding is assigned is 571-273-1348. 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). If you would like assistance from a USPTO Customer Service Representative or access to the automated information system, call 800-786-9199 (IN USA OR CANADA) or 571-272-1000. /JOSEPH M WAESCO/Primary Examiner, Art Unit 3683 7/17/2025
Read full office action

Prosecution Timeline

Mar 27, 2024
Application Filed
Jul 21, 2025
Non-Final Rejection mailed — §101, §103
Nov 20, 2025
Response after Non-Final Action
Nov 20, 2025
Response Filed
Mar 12, 2026
Response after Non-Final Action
Mar 12, 2026
Response Filed

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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
47%
Grant Probability
90%
With Interview (+42.3%)
3y 3m (~12m remaining)
Median Time to Grant
Low
PTA Risk
Based on 462 resolved cases by this examiner. Grant probability derived from career allowance rate.

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