Prosecution Insights
Last updated: October 02, 2026
Application No. 19/088,416

PORTABLE COMMUNICATION DEVICE PROFILE MANAGEMENT USING TAGS

Final Rejection §102§103
Filed
Mar 24, 2025
Examiner
DINH, KHANH Q
Art Unit
2458
Tech Center
2400 — Computer Networks
Assignee
Relay Inc.
OA Round
4 (Final)
84%
Grant Probability
Favorable
5-6
OA Rounds
1y 5m
Est. Remaining
88%
With Interview

Examiner Intelligence

Grants 84% — above average
84%
Career Allowance Rate
618 granted / 739 resolved
+25.6% vs TC avg
Minimal +4% lift
Without
With
+4.5%
Interview Lift
resolved cases with interview
Typical timeline
2y 11m
Avg Prosecution
19 currently pending
Career history
754
Total Applications
across all art units

Statute-Specific Performance

§101
7.3%
-32.7% vs TC avg
§103
39.7%
-0.3% vs TC avg
§102
45.2%
+5.2% vs TC avg
§112
1.8%
-38.2% vs TC avg
Black line = Tech Center average estimate • Based on career data from 739 resolved cases

Office Action

§102 §103
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 This is in response to the Amendment filed on 4/24/26. Claims 1-20 are presented for examination. Claim Rejections - 35 USC § 103 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 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. Claim(s) 1-20 are rejected under 35 U.S.C. 103 as being unpatentable over Beattie et al., US Pub. No.20210176533 in view of Sathish et al., US Pub. No.20120303561 and further in view of Sarceda et al., US Pub. No.20220329545. As to claim 1, Beattie discloses a method, comprising: maintaining, for each user (user at a device 200 fig.2B) associated with a portable communication device (PCD), a user profile associated with the PCD and comprising one or more profile tags indicative of attributes applicable to respective users, wherein one or more profile tags comprises one or more of a user role, a location, a language preference, security permission data, and scheduling data of the respective user (a user at the device utilizing the portable communication device such as an identification of the user, subscriber account information descriptive of services procured by the user and providing secure communications, see abstract, fig.2B, [0025] and [0067]); receiving user input from a first PCD at an artificial intelligence (AJ) assistant executing on a communication platform server (CPS) in communication with the first PCD, and processing the user input to identify one or more first profile tag values contained in the user input and determining, using a set or one or more processors, an intent derived from the user input ( the device 200 can generate via subscriber account data obtained at step 234 and artificial software operating from the device 200 (or a cloud network) that tracks the user's behavior (e.g., by monitoring media consumption by the user, navigation by the user, etc.) to obtain a psychographic profile of the user, see [0027]);. identifying one or more second PCDs with a respective user profile having one or more respective profile tag values matching the one or more first profile tag values contained in the user input and performing one or more tasks involving the one or more second PCDs based on the intent (perform communication in a manner that is specifically tailored for a different user of a different portable communication device. As noted earlier, the SIM card information can serve as a means to obtain user specific data such as a user profile, subscriber information, etc., to enable the generation of a specific GUI with specific selectable media content for a new user, see [0034] to [0035]). Beatie does not specifically disclose one or more profile tags comprising one or more user role, a location, a language reference, security permission data and scheduling data of the respective user, user input value comprising a natural language query including one or more token corresponding to desired attributes of at least one other use and one or more the first profile tag value indicative of desired attributes (rules) of at least one other user associated with a second PCD and wherein the user input comprising a natural language query including one or more token corresponding to the desired attributes of the at least one other user. However, Sathish discloses one or more profile tags comprising one or more user role, a location, a language reference, security permission data and scheduling data of the respective user, user input value comprising a natural language query including one or more token corresponding to desired attributes of at least one other use and one or more the first profile tag value indicative of desired attributes (rules) of at least one other user associated with a second PCD and wherein the user input comprising a natural language query including one or more token corresponding to the desired attributes of the at least one other user (the recommender receives tags from user profile tags provided by the profile engine, and context tags comprising: location specific tags provided by location resolver and a recommendation channel may be a more finely grained category of interest that specifies one or more tokens and/or one or more rules applying those tokens to generate recommendations and base on natural langue processing (a matcher module calls the recommender to provide recommendation token for a particular session and user, see [0031]-[0032]and [0061]). It would have been obvious to one of the ordinary skill in the art before the effective filing date of the invention was made to implement Sathish's teachings into the computer system of Beatie to monitor data user location because it would have provided recommendation information that represents accurate predictions with respect to suggesting items of interest to users for a requesting application and/or services/applications (see Sathish's [0048]). Neither Beattie nor Sathish discloses wherein one or more first profile tag values are indicative attributes of at least one other user associated with e second PCD. However, in a similar network environment, Sarceda discloses one or more first profile tag values are indicative attributes of at least one other user associated with a second PCD (using one or more tags which correspond to attributes categories to be associated with a respective piece of content and match one or more tags associated with the user’s profile and tags of content, see Sarceda’s [0037]). It would have been obvious to one of the ordinary skill in the art before the effective filing date of the invention was made to implement Sarceda’s teachings into the computer system of Beatie to control user information because it would have allowed customization module to retrieve relevant content from database for presentation to the user (see Sarceda’s [0037]). As to claim 2, Beattie discloses the one or more tasks comprise sending a request to the one or more second PCDs, wherein the request is a communication desired to a user of the one or more PCDs and is based on the intent desired from the user input of the first PCD (processing user profiles, see [0025] to [0029]). As to claim 3, Beattie discloses the request comprises output data matching the one or more first profile tag values contained in the user input, wherein the output data is a notification, page message or call request directed to the user of one or more second PCD (processing user input including voice calls, see [0027] and [0067]). As to claim 4, Beattie discloses the one or more tasks comprise establishing a logical communication channel connecting the first PCD and the one or more second PCDs, wherein the output data is a notification, page message or call request directed to the user of one or more second PCD, wherein the logical voice or data channel enabling a direct communication between a user and the first PCD and the user of the one or more second PCD (processing user input including voice calls, see [0027] to [0028], [0037] and [0067]). As to claim 5, Beattie discloses the one or more profile tag values comprise one or more of location data, user identification, user role, a device identification, security permission data, language preference data, message format preference data, scheduling data, and an indication of one or more logical communication channels (location data, see [0027] to [0028]). As to claim 6, Beattie discloses the identifying comprises comparing the one or more first profile tag values contained in the user input to the one or more profile tag values of users actively associated with a PCD, wherein the comparing is performed by the AI assistant in real time in response to the user input from the first PCD, wherein the comparing is performed by the AI assistant in real time in response the user input other than the PCD (notification can include information that identifies the device 200, its geographic location, and a time when the selected media content was requested by using AI and using intelligence software for operating from the device 200 (or a cloud network) that tracks the users’ behavior to obtain a psychographic profile, see [0027]). As to claim 7, Beattie discloses the user input comprises a plurality of first profile tag values indicative of desired attribute values included in a user profile of at least one other user, wherein the plurality of first profile tag values are extracted by the AI assistant using natural language processing of the user input (determining or infer an action that a user desires to be automatically performed using AI, see [0027] and [0084]). As to claim 8, Beattie discloses the determining an intent comprises matching a token in the user input with a predetermined intent wherein the token and using AI assistant in the user input and the predetermined intent corresponds to an action involving one or more PCDS (by tracking advertisement content presented at the device, and/or the content service provider supplying selected media content to the device 200, the advertisement system 176 has sufficient knowledge to prevent or reduce a frequency of sale of an advertisement slot to an advertiser offering a same advertisement content that has been previously sold for presentation at the same device using Ai, see [0033] to [0034] and [0067]-[0068]). Beatie does not specifically disclose a natural language query including one or more token corresponding to the predetermined intent corresponding, an action involving one or more PCD. However, Sathish discloses a natural language query including one or more token corresponding to the predetermined intent corresponding an action involving one or more PCD (the recommender receives tags from user profile tags provided by the profile engine, and context tags comprising: location specific tags provided by location resolver and a recommendation channel may be a more finely grained category of interest that specifies one or more tokens and/or one or more rules applying those tokens to generate recommendations and based on natural langue processing, see [0031] and [0061]). It would have been obvious to one of the ordinary skill in the art before the effective filing date of the invention was made to implement Sathish's teachings into the computer system of Beatie to monitor data user location because it would have provided recommendation information that represents accurate predictions with respect to suggesting items of interest to users for a requesting application and/or services/applications (see Sathish's [0048]). As to claim 9, Beattie discloses the predetermined intent is determined using the one or more profile tag values indicative of attributes currently applicable to respective users using AI assistant, wherein the AI assistant uses active profile tag values in the CPS to disambiguate tokens and determine the predetermined intent from the user input(see [0026] to [0027] and [0067] to [0069]). Beattie does not specifically disclose using currently active profile tag values in the CPS to disambiguate tokens and determine the predetermined intent from the user input. However, Sathish discloses using currently active profile tag values in the CPS to disambiguate tokens and determine the predetermined intent from the user input (the recommender receives tags from user profile tags provided by the profile engine, and context tags comprising: location specific tags provided by location resolver and a recommendation channel may be a more finely grained category of interest that specifies one or more tokens and/or one or more rules applying those tokens to generate recommendations and base on natural langue processing, see [0031] and [0061]). It would have been obvious to one of the ordinary skill in the art before the effective filing date of the invention was made to implement Sathish's teachings into the computer system of Beatie to monitor data user location because it would have provided recommendation information that represents accurate predictions with respect to suggesting items of interest to users for a requesting application and/or services/applications (see Sathish's [0048]). As to claim 10, Beattie discloses the maintaining comprises updating respective user profiles responsive to an event associated with a respective PCD, wherein the event comprising one or more of the respective PCD connecting or disconnecting from the CPS, a changes in user roles, changes in user location, or a change is user availability (user profiles processing which including information that identifies the device 200, its geographic location, and a time when the selected media content was requested, see [0026] to [0027]). Claims 11-20 are rejected for the same reasons set forth in claims 1-9 and 1 respectively. Response to Arguments /Applicant's arguments, filed 7/10/26, with respect to the rejection(s) of claim(s) 1-20 under 35 USC 102 have been fully considered and are persuasive. Therefore, he rejection has been withdrawn. However, upon further consideration, a new ground(s) of rejection is made in view of Sarceda et al., US Pub. No. 20220329545. Conclusion Claims 1-20 are rejected. Applicant's amendment necessitated the new ground(s) of rejection presented in this Office action. Accordingly, THIS ACTION IS MADE FINAL. See MPEP § 706.07(a). Applicant is reminded of the extension of time policy as set forth in 37 CFR 1.136(a). A shortened statutory period for reply to this final action is set to expire THREE MONTHS from the mailing date of this action. In the event a first reply is filed within TWO MONTHS of the mailing date of this final action and the advisory action is not mailed until after the end of the THREE-MONTH shortened statutory period, then the shortened statutory period will expire on the date the advisory action is mailed, and any nonprovisional extension fee (37 CFR 1.17(a)) pursuant to 37 CFR 1.136(a) will be calculated from the mailing date of the advisory action. In no event, however, will the statutory period for reply expire later than SIX MONTHS from the mailing date of this final action. Any inquiry concerning this communication or earlier communications from the Examiner should be directed to Khanh Dinh whose telephone number is (571) 272- 3936. The examiner can normally be reached on Monday through Friday from 8:00 A.m. to 5:00 P.m. If attempts to reach the examiner by telephone are unsuccessful, the examiner's supervisor, Umar Cheema can be reached on (571) 270-3037. The fax phone number 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). Any response to this action should be mailed to: Commissioner for patents P O Box 1450 Alexandria, VA 22313-1450 /KHANH Q DINH/Primary Examiner, Art Unit 2458
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Prosecution Timeline

Show 3 earlier events
Jan 22, 2026
Final Rejection mailed — §102, §103
Mar 11, 2026
Response after Non-Final Action
Mar 19, 2026
Request for Continued Examination
Mar 28, 2026
Response after Non-Final Action
Apr 22, 2026
Non-Final Rejection mailed — §102, §103
Jul 09, 2026
Response Filed
Sep 22, 2026
Final Rejection mailed — §102, §103
Sep 30, 2026
Examiner Interview (Telephonic)

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Study what changed to get past this examiner. Based on 5 most recent grants.

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Prosecution Projections

5-6
Expected OA Rounds
84%
Grant Probability
88%
With Interview (+4.5%)
2y 11m (~1y 5m remaining)
Median Time to Grant
High
PTA Risk
Based on 739 resolved cases by this examiner. Grant probability derived from career allowance rate.

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