Prosecution Insights
Last updated: April 19, 2026
Application No. 18/405,747

ARTIFICIAL INTELLIGENCE-SUPPORTED CUSTOMIZABLE ACCELERATED AGING FOR DISTILLED SPIRITS

Non-Final OA §103
Filed
Jan 05, 2024
Examiner
DUBOIS, PHILIP A
Art Unit
1791
Tech Center
1700 — Chemical & Materials Engineering
Assignee
Youngblood Ip Holdings LLC
OA Round
1 (Non-Final)
25%
Grant Probability
At Risk
1-2
OA Rounds
5y 5m
To Grant
50%
With Interview

Examiner Intelligence

Grants only 25% of cases
25%
Career Allow Rate
126 granted / 513 resolved
-40.4% vs TC avg
Strong +26% interview lift
Without
With
+25.7%
Interview Lift
resolved cases with interview
Typical timeline
5y 5m
Avg Prosecution
82 currently pending
Career history
595
Total Applications
across all art units

Statute-Specific Performance

§101
2.0%
-38.0% vs TC avg
§103
59.4%
+19.4% vs TC avg
§102
10.9%
-29.1% vs TC avg
§112
23.3%
-16.7% vs TC avg
Black line = Tech Center average estimate • Based on career data from 513 resolved cases

Office Action

§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 . 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. The factual inquiries 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. This application currently names joint inventors. In considering patentability of the claims the examiner presumes that the subject matter of the various claims was commonly owned as of the effective filing date of the claimed invention(s) absent any evidence to the contrary. Applicant is advised of the obligation under 37 CFR 1.56 to point out the inventor and effective filing dates of each claim that was not commonly owned as of the effective filing date of the later invention in order for the examiner to consider the applicability of 35 U.S.C. 102(b)(2)(C) for any potential 35 U.S.C. 102(a)(2) prior art against the later invention. Claim(s) 1-20 is/are rejected under 35 U.S.C. 103 as being unpatentable over United States Patent Application Publication No. 2003/0110951 (TYLER) in view of United States Patent Application Publication No. 2011/0070331 (WATSON). PNG media_image1.png 712 638 media_image1.png Greyscale TYLER teaches applying a first ultrasonic energy to a fluid in a reaction chamber for at least one hour. Generally, the alcohol can be contacted with the ultrasonic energy for at least about one hour. In the broadest embodiments, the alcohol can be contacted with the ultrasonic energy for between about 12 and about 36 hours. Due to being subjected to the ultrasonic energy, the temperature of the alcohol can increase [0040]. Thus, it would have been obvious that a heating step would follow sonication. TYLER teaches that for all ultrasonic steps that one must maintain the temperature at a temperature of between about 70° F. and about 150° F during the process [0040]. In stage I, the fluid is in the presence of a wood load [0050]. The sonication itself results in heating of the product and must be controlled/maintained [0040]. Stages I and II can occur simultaneously or sequentially [0048]. TYLER also teaches applying a first heat to the fluid and maintaining a second temperature of the fluid of at least approximately 100° F for at least one hour [0015]. In this regard, it is noted that in [0048], TYLER teaches that in Stage I, if desired, the alcohol can be processed continuously or through a second and, if desired, a third stage. Thus, the designation of first, second, third temperatures, or even more is a matter of how many stages one skilled in the art undertakes and it would have been obvious to use multiple heating steps based on in the desired end product. In Stage II [0048], wood is used to add flavor [0050]. In stage III, it is taught that by continuing ultrasonic agitation after removing any solid flavorants, it is believed that the flavors can become more permanently associated with the beverage. This includes removing the wood load or the organic material load from the reaction chamber. Thus, it would have been obvious to remove the wood. Thus, it would have also been to remove such materials before stage III. TYLER teaches that in Stage III that ultrasonic energy can be applied to the alcohol at the same frequencies and energy levels as described above. Further, the temperature of the beverage should remain within the same range as described with respect to Stage II of the process [0062]. As to the cooling, TYLER teaches that a cooling device can be placed in association with the vessel during the process in order to prevent the alcohol from becoming too hot [0040]. Moreover, as not the designation as to whether the ultrasonic energy and heat steps or first, second, third, fourth, etc… TYLER teaches three stages but notes that one need not carry each stage separately [0034]. Moreover, the purpose of TYLER is to have the flavors become permanently associated with the beverage. It would have been obvious to apply additional steps, as needed to obtain the desired flavor. Thus, it would have been obvious that the beverage could have been improved by processing via only the first stage, the first and second stage, or via multiple stages, depending upon the particular application and the desired results (see also [0035]). TYLER is silent as to using AI. However, WATSON teaches a controller system and methods for the aging of distilled spirits (see Fig. 10). The controller may be used to control various aspects of the accelerated aging system 10. The system 120 may be operable to receive information from one or more of the components of system 10 (e.g., the reaction vessel 20, the source of alcohol 30, the oxygen source 40, the water supply 50, the vapor collection system 60, the organic material source 70, the kinetic energy source 90, the pressure seal 100, as well as others). Particularly, the controller 120 may be operable to control one or more of the operations of the system 10, including one or more of the activities described above. For example, the controller 120 may be operable to control pressures, temperatures, speeds, introduction of ingredients of a solution 90, as well as other desired operations of the system 10 [0074] and Fig. 10. The control system 1000 may be a distributed client/server system that spans one or more networks, such as network 1010. In such implementations, data may be communicated or stored in an encrypted format using any standard or proprietary encryption algorithm. Alternately, data may be communicated or stored in an unencrypted formant. System 1010 may be in a dedicated environment—across a local area network or subnet—or any other suitable environment without departing from the scope of this disclosure. The system 1000 may include or be communicably coupled with a server 1020, one or more computers 1030, and network 1010 [0076]. In this regard, it would have been obvious to one skilled in the art to receive data from the process and use that data to correlate one or more parameters for the accelerated aging method and one or more physical attributes and/or perceived qualities of fluid exiting the reaction chamber; receiving one or more desired physical attributes and/or one or more desired perceived qualities of the fluid; and the artificial intelligence system automatically setting the first period of time, the first temperature, the second temperature of the fluid, the second period of time, the third period of time, the third temperature of the fluid, and the fourth period of time in order to achieve the one or more desired physical attributes and/or the one or more desired perceived qualities. Moreover, it is noted that automating a manual activity (e.g., taking samples and making calculations) is generally not sufficient to distinguish an invention over prior art. According to MPEP 2144.04, “broadly providing an automatic or mechanical means to replace a manual activity which accomplished the same result is not sufficient to distinguish over the prior art.” PNG media_image2.png 67 622 media_image2.png Greyscale PNG media_image3.png 59 615 media_image3.png Greyscale PNG media_image4.png 52 583 media_image4.png Greyscale PNG media_image5.png 83 616 media_image5.png Greyscale PNG media_image6.png 105 625 media_image6.png Greyscale PNG media_image7.png 132 639 media_image7.png Greyscale As to claims 2-6, TYLER is silent as to using AI. However, WATSON teaches a controller system and methods for aging of distilled spirits (see Fig. 10). The controller may be used to control various aspects of the accelerated aging system 10. It would have been obvious to one skilled in the art to receive data from the process and use that data to correlate one or more parameters for the accelerated aging method. This would change one or more physical attributes and/or perceived qualities of fluid exiting the reaction chamber (i.e., the chemical composition such as taste). This would include providing alerts for parameters that fall outside the desired or preset values. PNG media_image8.png 29 430 media_image8.png Greyscale TYLER teaches a distilled spirit [0027]. PNG media_image9.png 50 602 media_image9.png Greyscale TYLER teaches in stage I that the fluid is in the presence of a wood load or an organic material [0050]. PNG media_image10.png 331 665 media_image10.png Greyscale PNG media_image11.png 221 597 media_image11.png Greyscale TYLER teaches applying a first ultrasonic energy to a fluid in a reaction chamber for at least one hour. Generally, the alcohol can be contacted with the ultrasonic energy for at least about one hour. In the broadest embodiments, the alcohol can be contacted with the ultrasonic energy for between about 12 and about 36 hours. Due to being subjected to the ultrasonic energy, the temperature of the alcohol can increase [0040]. Thus, it would have been obvious that a heating step would follow sonication. TYLER teaches that for all ultrasonic steps that one must maintain the temperature at a temperature of between about 70° F. and about 150° F during the process [0040]. In stage I, the fluid is in the presence of a wood load [0050]. The sonication itself results in heating of the product and must be controlled/maintained [0040]. Stages I and II can occur simultaneously or sequentially [0048]. TYLER also teaches applying a first heat to the fluid and maintaining a second temperature of the fluid of at least approximately 100° F for at least one hour. In this regard, it is noted that in [0048], TYLER teaches that in Stage I, if desired, the alcohol can be processed continuously or through a second and, if desired, a third stage. Thus, the designation of first, second, third temperatures, or even more is a matter of how many stages one skilled in the art undertakes and it would have been obvious to use multiple heating steps based on in the desired end product. In Stage II [0048], wood is used to add flavor [0050]. In stage III, it is taught that by continuing ultrasonic agitation after removing any solid flavorants, it is believed that the flavors can become more permanently associated with the beverage. This includes removing the wood load or the organic material load from the reaction chamber. Thus, it would have been obvious to remove the wood. Thus, it would have also been to remove such materials before stage III. TYLER teaches that in Stage III that ultrasonic energy can be applied to the alcohol at the same frequencies and energy levels as described above. Further, the temperature of the beverage should remain within the same range as described with respect to Stage II of the process. As to the cooling, TYLER teaches that a cooling device can be placed in association with the vessel during the process in order to prevent the alcohol from becoming too hot [0040]. Moreover, as not the designation as to whether the ultrasonic energy and heat steps or first, second, third, fourth, etc… TYLER teaches three stages but notes that one need not carry each stage separately [0034]. Moreover, the purpose of TYLER is to have the flavors become permanently associated with the beverage. It would have been obvious to apply additional steps, as needed to obtain the desired flavor. Thus, it would have been obvious that the beverage could have been improved by processing via only the first stage, the first and second stage, or via multiple stages, depending upon the particular application and the desired results (see also [0035]). TYLER is silent as to using AI. However, WATSON teaches a controller system and methods for aging of distilled spirits (see Fig. 10). The controller may be used to control various aspects of the accelerated aging system 10. The system 120 may be operable to receive information from one or more of the components of system 10 (e.g., the reaction vessel 20, the source of alcohol 30, the oxygen source 40, the water supply 50, the vapor collection system 60, the organic material source 70, the kinetic energy source 90, the pressure seal 100, as well as others). Particularly, the controller 120 may be operable to control one or more of the operations of the system 10, including one or more of the activities described above. For example, the controller 120 may be operable to control pressures, temperatures, speeds, introduction of ingredients of a solution 90, as well as other desired operations of the system 10 [0074] and Fig. 10. The control system 1000 may be a distributed client/server system that spans one or more networks, such as network 1010. In such implementations, data may be communicated or stored in an encrypted format using any standard or proprietary encryption algorithm. Alternately, data may be communicated or stored in an unencrypted formant. System 1010 may be in a dedicated environment—across a local area network or subnet—or any other suitable environment without departing from the scope of this disclosure. The system 1000 may include or be communicably coupled with a server 1020, one or more computers 1030, and network 1010 [0076]. In this regard, it would have been obvious to one skilled in the art to receive data from the process and use that data to correlate one or more parameters for the accelerated aging method and one or more physical attributes and/or perceived qualities of fluid exiting the reaction chamber; receiving one or more desired physical attributes and/or one or more desired perceived qualities of the fluid. Moreover, it is noted that automating a manual activity (e.g., taking samples and making calculations) is generally not sufficient to distinguish an invention over prior art. According to MPEP 2144.04, “broadly providing an automatic or mechanical means to replace a manual activity which accomplished the same result is not sufficient to distinguish over the prior art.” PNG media_image12.png 82 620 media_image12.png Greyscale PNG media_image13.png 50 631 media_image13.png Greyscale PNG media_image14.png 107 640 media_image14.png Greyscale As to claims 10-12, TYLER is silent as to using AI. However, WATSON teaches a controller system and methods for aging of distilled spirits (see Fig. 10). The controller may be used to control various aspects of the accelerated aging system 10. It would have been obvious to one skilled in the art to receive data from the process and use that data to correlate one or more parameters for the accelerated aging method. This would change one or more physical attributes and/or perceived qualities of fluid exiting the reaction chamber (i.e., the chemical composition such as taste). This would include providing an alert for parameters falling outside those desired. PNG media_image15.png 31 442 media_image15.png Greyscale TYLER teaches a distilled spirit [0027]. PNG media_image16.png 51 593 media_image16.png Greyscale TYLER teaches in stage I that the fluid is in the presence of a wood load or an organic material load such as wood [0050]. PNG media_image17.png 310 660 media_image17.png Greyscale PNG media_image18.png 224 611 media_image18.png Greyscale TYLER teaches applying a first ultrasonic energy to a fluid in a reaction chamber for at least one hour. Generally, the alcohol can be contacted with the ultrasonic energy for at least about one hour. In the broadest embodiments, the alcohol can be contacted with the ultrasonic energy for between about 12 and about 36 hours. Due to being subjected to the ultrasonic energy, the temperature of the alcohol can increase [0040]. Thus, it would have been obvious that a heating step would follow sonication. TYLER teaches that for all ultrasonic steps that one must maintain the temperature at a temperature of between about 70° F. and about 150° F during the process [0040]. In stage I, the fluid is in the presence of a wood load or an organic material load such as diatomaceous earth [0043]. The sonication itself results in heating of the product and must be controlled/maintained [0040]. Stages I and II can occur simultaneously or sequentially [0048]. TYLER also teaches applying a first heat to the fluid and maintaining a second temperature of the fluid of at least approximately 100° F for at least one hour. In this regard, it is noted that in [0048], TYLER teaches that in Stage I, if desired, the alcohol can be processed continuously or through a second and, if desired, a third stage. Thus, the designation of first, second, third temperatures, or even more is a matter of how many stages one skilled in the art undertakes and it would have been obvious to use multiple heating steps based on in the desired end product. In Stage II [0048], wood is used to add flavor [0050]. In stage III, it is taught that by continuing ultrasonic agitation after removing any solid flavorants, it is believed that the flavors can become more permanently associated with the beverage [0063]. This includes removing the wood load or the organic material load from the reaction chamber. Thus, it would have been obvious to remove the wood. Thus, it would have also been to remove such materials before stage III. TYLER teaches that in Stage III that ultrasonic energy can be applied to the alcohol at the same frequencies and energy levels as described above. Further, the temperature of the beverage should remain within the same range as described with respect to Stage II of the process. As to the cooling, TYLER teaches that a cooling device can be placed in association with the vessel during the process in order to prevent the alcohol from becoming too hot [0040]. Moreover, as not the designation as to whether the ultrasonic energy and heat steps or first, second, third, fourth, etc… TYLER teaches three stages but notes that one need not carry each stage separately [0034]. Moreover, the purpose of TYLER is to have the flavors become permanently associated with the beverage. It would have been obvious to apply additional steps, as needed to obtain the desired flavor. Thus, it would have been obvious that the beverage could have been improved by processing via only the first stage, the first and second stage, or via multiple stages, depending upon the particular application and the desired results (see also [0035]). TYLER is silent as to using AI. However, WATSON teaches a controller system and methods for aging of distilled spirits (see Fig. 10). The controller may be used to control various aspects of the accelerated aging system 10. The system 120 may be operable to receive information from one or more of the components of system 10 (e.g., the reaction vessel 20, the source of alcohol 30, the oxygen source 40, the water supply 50, the vapor collection system 60, the organic material source 70, the kinetic energy source 90, the pressure seal 100, as well as others). Particularly, the controller 120 may be operable to control one or more of the operations of the system 10, including one or more of the activities described above. For example, the controller 120 may be operable to control pressures, temperatures, speeds, introduction of ingredients of a solution 90, as well as other desired operations of the system 10 [0074] and Fig. 10. The control system 1000 may be a distributed client/server system that spans one or more networks, such as network 1010. In such implementations, data may be communicated or stored in an encrypted format using any standard or proprietary encryption algorithm. Alternately, data may be communicated or stored in an unencrypted formant. System 1010 may be in a dedicated environment—across a local area network or subnet—or any other suitable environment without departing from the scope of this disclosure. The system 1000 may include or be communicably coupled with a server 1020, one or more computers 1030, and network 1010 [0076]. In this regard, it would have been obvious to one skilled in the art to receive data from the process and use that data to correlate one or more parameters for the accelerated aging method and one or more physical attributes and/or perceived qualities of fluid exiting the reaction chamber; receiving one or more desired physical attributes and/or one or more desired perceived qualities of the fluid. Moreover, it is noted that automating a manual activity (e.g., taking samples and making calculations) is generally not sufficient to distinguish an invention over prior art. According to MPEP 2144.04, “broadly providing an automatic or mechanical means to replace a manual activity which accomplished the same result is not sufficient to distinguish over the prior art.” PNG media_image19.png 54 637 media_image19.png Greyscale PNG media_image20.png 80 614 media_image20.png Greyscale PNG media_image21.png 76 635 media_image21.png Greyscale PNG media_image22.png 131 648 media_image22.png Greyscale As to claims 16-19, TYLER is silent as to using AI. However, WATSON teaches a controller system and methods for aging of distilled spirits (see Fig. 10). The controller may be used to control various aspects of the accelerated aging system 10. It would have been obvious to one skilled in the art to receive data from the process and use that data to correlate one or more parameters for the accelerated aging method. This would change one or more physical attributes and/or perceived qualities of fluid exiting the reaction chamber (i.e., the chemical composition such as taste). This would include providing alerts for parameters that fall outside the desired or preset values. PNG media_image23.png 36 445 media_image23.png Greyscale TYLER teaches a distilled spirit [0027]. Conclusion Any inquiry concerning this communication or earlier communications from the examiner should be directed to PHILIP A DUBOIS whose telephone number is (571)272-6107. The examiner can normally be reached M-F, 9:30-6:00p. 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, Nikki Dees can be reached at 571-270-3435. 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. /PHILIP A DUBOIS/Examiner, Art Unit 1791 /Nikki H. Dees/Supervisory Patent Examiner, Art Unit 1791
Read full office action

Prosecution Timeline

Jan 05, 2024
Application Filed
Feb 20, 2026
Non-Final Rejection — §103 (current)

Precedent Cases

Applications granted by this same examiner with similar technology

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BEVERAGE
2y 5m to grant Granted Apr 14, 2026
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2y 5m to grant Granted Apr 14, 2026
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COMPOSITION COMPRISING AN OIL PHASE
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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
25%
Grant Probability
50%
With Interview (+25.7%)
5y 5m
Median Time to Grant
Low
PTA Risk
Based on 513 resolved cases by this examiner. Grant probability derived from career allow rate.

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