Prosecution Insights
Last updated: April 19, 2026
Application No. 18/014,976

ROBOTIC SAMPLE HANDLING SYSTEM

Non-Final OA §103
Filed
Jan 06, 2023
Examiner
HYUN, PAUL SANG HWA
Art Unit
1796
Tech Center
1700 — Chemical & Materials Engineering
Assignee
Patrick Kinney
OA Round
1 (Non-Final)
70%
Grant Probability
Favorable
1-2
OA Rounds
3y 5m
To Grant
99%
With Interview

Examiner Intelligence

Grants 70% — above average
70%
Career Allow Rate
582 granted / 834 resolved
+4.8% vs TC avg
Strong +36% interview lift
Without
With
+36.0%
Interview Lift
resolved cases with interview
Typical timeline
3y 5m
Avg Prosecution
38 currently pending
Career history
872
Total Applications
across all art units

Statute-Specific Performance

§101
1.0%
-39.0% vs TC avg
§103
38.5%
-1.5% vs TC avg
§102
23.0%
-17.0% vs TC avg
§112
31.0%
-9.0% vs TC avg
Black line = Tech Center average estimate • Based on career data from 834 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 . Response to Amendment The amendment filed on January 21, 2026 is acknowledged. The application will be examined accordingly. Election/Restrictions Applicant’s election without traverse of claims 1, 3-7 and 9-12 in the reply filed on January 21, 2026 is acknowledged. Claims 8, 13 and 14 are withdrawn from further consideration pursuant to 37 CFR 1.142(b) as being drawn to nonelected inventions, albeit they are subject to rejoinder upon the allowance of claims 1, 1 and 13, respectively. Information Disclosure Statement The information disclosure statements (IDS) submitted on January 6, 2023, April 2, 2025 and November 11, 2025 are being considered by the examiner. Claim Objections Claims 1, 4, 5, 7 and 9-12 are objected to because of the following informalities: In claims 1, 4, 5, 7 and 9-12, the limitation “the robotic arm” should be changed to “the at least one robotic arm” to maintain nomenclature consistency. In claims 4, 5 and 12, the limitation “and” at the end of the penultimate line of the claims should be changed to “or” (see claim 6). Appropriate corrections are required. Claim Rejections - 35 USC § 103 In the event the determination of the status of the application as subject to AIA (or as subject to pre-AIA ) is incorrect, any correction of the statutory basis for the rejection will not be considered a new ground of rejection if 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. 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. Claims 1, 3-6, 9 and 12 are rejected under 35 U.S.C. 103 as being unpatentable over Berman et al. (“Berman”) (US 2021/0215607 A1). The provisional application to which Berman claims benefit provides support for the subject matter relied upon in the rejection below. With respect to claim 1, Berman discloses a robotic sample handling system (see [0195]) for performing sample handling tasks in a laboratory environment, the system comprising (see Fig. 15): a work area 1520 for holding samples; at least one robotic arm for manipulating a sample (see [0195] disclosing a robot for retrieving a sample and inserting the sample into an instrument, meaning it comprises a structure corresponding to the broadest reasonable interpretation of “arm”); and a controller configured to control the at least one robotic arm to position and operate the at least one robotic arm as part of a sample handling task (it is evident that the at least one robotic arm is linked to a controller), wherein the work area comprises a module 1526 for use with one or more of the samples, wherein the module 1526 comprises a push-push mechanism which is actuatable by downward force and is arranged to, by repeated pushes, alternately assume a latched position and an unlatched position (see [0198]). The system differs from the claimed invention in that Berman does not explicitly disclose that the controller is configured to control the at least one robotic arm in the claimed manner to actuate the push-push mechanism. However, given that Berman discloses that the system is automated (see [0152]) and the at least one robotic arm is configured to place a sample capsule 1522 into an analyzer (i.e. the module) (see [0195]), it would have been obvious to one of ordinary skill in the art before the effective filing date of the claimed invention to have configured the controller to control the at least one robotic arm to be positioned in a plane parallel to the work area 1520 and move along a Z-axis perpendicular to the work area 1520 to actuate the push-push mechanism (see [0198]). With respect to claim 3, the module 1526 is a stand, wherein the stand comprises: a receiving part (receptacle) for receiving and removably holding a sample container 1522 (see Fig. 15); and an effector (e.g. ZMW array comprising a port) (see Fig. 15 and [0197]) for acting on a sample which is placed within a predefined vicinity of the effector; wherein the push-push mechanism is arranged to: in the latched position (see right figure of Fig. 15), position the sample container 1522 in the predefined vicinity of the effector, and in the unlatched position (see left figure in Fig. 15), position the sample container 1522 out of the predefined vicinity of the effector (see [0198]). With respect to claim 4, if the modification is made (see rejection of claim 1), then the controller would be configured to control the at least one robotic arm to actuate the push-push mechanism by pushing on a part of the sample container (see [0198] and Fig. 15). With respect to claim 5, the effector comprises a radiation source for irradiating the sample (see [0073] disclosing that the ZMW array comprises a light source for irradiating the sample with evanescent waves). With respect to claim 6, the sample container 1522 is a liquid container (see Fig. 15 and [0195] disclosing volumetric capacity of the container 1522). With respect to claim 9, the at least one robotic arm comprises a liquid-handling head*, wherein the controller would be configured to control the at least one robotic arm to actuate the mechanism with the liquid-handling head (see rejection of claim 1 above). *Absent the claim further limiting the scope of “liquid-handling head” any structure that handles a liquid is deemed to satisfy the limitation. In this case, the at least one robotic arm taught by Berman handles sample container 1522, which contains liquid. With respect to claim 12, the at least robotic sample handling system is a robotic liquid handling system comprising an automated robotic gripper (see [0195]). Claim 7 is rejected under 35 U.S.C. 103 as being unpatentable over Berman as applied to claims 1, 3-6, 9 and 12 above, and further in view of Hawkins (US 5,705,628). With respect to claim 7, the sample container 1522 is a liquid container, as discussed above (see rejection of claim 6). However, Berman does not disclose that the effector comprises a magnet for subjecting a liquid sample in the liquid container to a magnetic field. However, the system taught by Berman is intended to perform nucleic acid sequencing (see title), and it is well-known in the art to use magnetic beads and a magnetic field to purify and isolate nucleic acid in a sample mixture (e.g. bodily fluid) prior to performing sequencing (see abstract of Hawkins). That said, it would have been obvious to one of ordinary skill in the art before the effective filing date of the claimed invention to have provided the effector with a magnet for purifying and isolating nucleic acid. If the modification is made, then the controller would be configured to control the at least one robotic arm to perform at least part of an automated magnetic bead separation process by operating the push-push mechanism to bring the liquid sample into and out of the magnetic field. Claims 10 and 11 are rejected under 35 U.S.C. 103 as being unpatentable over Berman as applied to claims 1, 3-6, 9 and 12 above, and further in view of Lange (US 6,264,814 B1). With respect to claim 10, Berman does not disclose that the “liquid-handling head is arranged to mount a disposable tip”. However, Berman discloses that the liquid sample can be introduced into a cartridge (e.g. container 1522) using a pipette (see [0129]), and further discloses that the system is automated (see [0152]). Based on the disclosure, it would have been obvious to one of ordinary skill in the art before the effective filing date of the claimed invention to have provided the system with a multi-functional robotic arm that can pipette liquids into container 1522 and further actuate the push-push mechanism. For example, Lange discloses a multi-functional robotic arm used in a laboratory setting, the robotic arm comprising a pipette tip mount 190 for mounting a pipette tip 290 and a separate gripper 400 (e.g. tongs, fork) for manipulating objects (see Fig. 7 and lines 54-67, col. 13). If the system taught by Berman is modified pursuant to the teachings of Lange, then the liquid-handling head would comprise a mount for attaching a disposable tip, and the controller would be configured to control the at least one robotic arm to actuate the push-push mechanism with the liquid-handling head with or without a mounted disposable tip (e.g. using a separate tool of the at least one robotic arm). With respect to claim 11, as discussed above, the liquid-handling head of the modified Berman system would be arranged to mount a fixed tip, and the controller would be configured to control the at least one robotic arm to actuate the mechanism with the liquid-handling head with a mounted fixed tip (see Fig. 8 of Lange illustrating a separate tool 400 for manipulating objects). Conclusion Any inquiry concerning this communication or earlier communications from the examiner should be directed to PAUL S HYUN whose telephone number is (571)272-8559. The examiner can normally be reached M-F 8:30-5:00. 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, Luan Van can be reached at 571-272-8521. 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. /PAUL S HYUN/Primary Examiner, Art Unit 1796
Read full office action

Prosecution Timeline

Jan 06, 2023
Application Filed
Feb 19, 2026
Non-Final Rejection — §103 (current)

Precedent Cases

Applications granted by this same examiner with similar technology

Patent 12599127
VITRIFICATION DEVICE AND METHOD FOR PREPARING SAMPLE
2y 5m to grant Granted Apr 14, 2026
Patent 12599906
CONTAINER FOR SMALL LIQUID VOLUMES
2y 5m to grant Granted Apr 14, 2026
Patent 12590508
MANIPULATION OF FLUIDS, FLUID COMPONENTS AND REACTIONS IN MICROFLUIDIC SYSTEMS
2y 5m to grant Granted Mar 31, 2026
Patent 12558684
ELECTRONIC DEVICE
2y 5m to grant Granted Feb 24, 2026
Patent 12551888
DEVICES AND METHODS FOR EXTRACTION, SEPARATION AND THERMOCYCLING
2y 5m to grant Granted Feb 17, 2026
Study what changed to get past this examiner. Based on 5 most recent grants.

AI Strategy Recommendation

Get an AI-powered prosecution strategy using examiner precedents, rejection analysis, and claim mapping.
Powered by AI — typically takes 5-10 seconds

Prosecution Projections

1-2
Expected OA Rounds
70%
Grant Probability
99%
With Interview (+36.0%)
3y 5m
Median Time to Grant
Low
PTA Risk
Based on 834 resolved cases by this examiner. Grant probability derived from career allow rate.

Sign in with your work email

Enter your email to receive a magic link. No password needed.

Personal email addresses (Gmail, Yahoo, etc.) are not accepted.

Free tier: 3 strategy analyses per month