- Ascentcare Dental Product, Inc. v. Solmetex, LLCInstitution deniedPTAB · Dec 23, 2025 · IPR2025-01104 · APJ James A Tartal · IPR · Institution
The Board denied institution because Petitioner did not show a reasonable likelihood of proving any challenged claim obvious over the asserted prior-art combinations.
RulingsInstitution decision- PTAB / AIA Trials › Institution threshold (reasonable likelihood / more likely than not)Institution denied meritsInstitution denied
“review. 35 U.S.C. § 314(b) (2018); 37 C.F.R. § 42.4(a) (2025). An inter partes review may not be instituted “unless . . . the information presented in the petition . . . shows that there is a reasonable likelihood that the petitioner would prevail with respect to at least 1 of the claims challenged in the petition.” 35 U.S.C. § 314(a). Upon institution of inter partes review, the review proceeds “on all of the challenged claims and on all grounds of unpatentability asserted for each claim.” 37 C.F.R. § 42.108(a). Based on our consideration of the Petition, the Preliminary Response, and the evidence of record, we conclude that the information does not demonstrate a reasonable likelihood that Petitioner would prevail in showing the unpatentability of at least one of the Challenged Claims. Accordingly, we” slip op. at 2
- Skill levelSkill level patent owner adoptedDecided for patent owner
“the ’329 patent was filed would have had “at least a B.S. degree in mechanical engineering or a related field with at least two years’ experience designing dental devices” and that “[l]ess work experience may be compensated by a higher level of education, such as a master’s degree, and vice versa.” Pet. 32. Patent Owner contends that Petitioner’s definition is overly narrow and argues that “[n]othing in the claims of the ’329 Patent requires experience designing ‘dental devices.’” Prelim. Resp. 19. According to Patent Owner, “the claims are directed to the structural components of a dental isolation mouthpiece, and an individual with a mechanical engineering degree and experience designing medical devices would be a [person of ordinary skill in the art] for purposes of the ’329 Patent.” Id. (citing Ex. 2030 ¶ 83). We adopt Patent Owner’s proposed level of skill for purposes of this Decision. We determine that this level of ordinary skill in the art—i.e., an individual with a mechanical engineering degree and experience designing medical devices—is consistent with the level of technical understanding and competence reflected in the ’329 patent Specification and the asserted prior art references, based on our review of the current record. Moreover, our determination in this Decision would be the same were we to adopt Petitioner’s proposed level of ordinary skill in the art.” slip op. at 8
- Claim Construction › Threshold & procedure › Whether a term needs construction (O2 Micro)No construction neededOther
“Patent Owner asserted “[p]lain and ordinary meaning” for “a plurality of protrusions” in claims 9 and 30, whereas Petitioner proposed “an internal structure attached to the second wall that prevents the collapse of the first and second wall during suction.” Prelim. Resp. 20 (citing Ex. 2039). Here, Patent Owner argues that “protrusion” should be construed to mean “a structure attached to the second wall but not the first wall,” with respect to claims 1, 9, and 30, and to mean “a structure attached to the first wall but not the second wall,” with respect to claim 21. Id. at 24. Patent Owner also argues that structure attached to both the first wall and the second wall is inconsistent with “the plain and ordinary meaning of ‘protrusions’ in light of the specification.” Id. at 21 (citing Ex. 2030 ¶¶ 111–112). We address Patent Owner’s arguments in the context of our analysis of Petitioner’s contentions below.” slip op. at 11
- Obviousness (§103) › Motivation to combine / reasonable expectation of successMotivation not foundNot shown unpatentable
“combination deficient. Petitioner argues that Park’s walls are “likely to collapse under the suction force,” based not on Park, but on Baughan, which states that “discs” in Baughan are used to prevent the “flexible sleeve” of Baughan from collapsing. Pet. 89. (citing Ex. 1007, 3:46–48). Petitioner reasons that because Park uses silicone, a flexible material, Park’s walls must also collapse like Baughan. Id. (citing Ex. 1006 ¶¶ 32, 34). Petitioner, however, directs us to no disclosure in Park to suggest that the material used in Park or the arrangement of Park would collapse in the same manner as Baughan. Indeed, if Park’s mouthpiece collapses as Petitioner speculates, it would appear likely to render Park inoperable. See Ex. 2030 ¶ 205. Additionally, Petitioner recognizes that in Park “the sidewalls and the insertion part 111 would help resist this collapsing force,” and states that in Park it “is unclear whether the mouth prop 100 includes a spine or other rigid structure running through the middle of the mouth prop 100.” Pet. 89– 90. Thus, whether Park is susceptible to collapse is, at best, unknown. See Prelim. Resp. 48 (asserting that a person of ordinary skill would have known “that silicone can have varying degrees of hardness, tensile strength, and elasticity such that Park’s mouthpiece would not necessarily collapse under suction”) (citing Ex. 2030 ¶¶ 189–90; Ex. 2036; Ex. 2037). Even assuming, as Petitioner asserts, that “additional anti-collapsing structure would assist at the weakest areas of the tongue retractor” in Park, Petitioner offers insufficient reasoning for why a person of ordinary skill would have turned to Baughan and modified the structure taught by Baughan to instead conform to what is recited in claim 1. Petitioner’s suggestion that “common sense” would have led a person of ordinary skill in the art to modify the structures of Baughan to solve a problem with collapse in Park that Park does not suggest was a problem is likewise unpersuasive and insufficient. Pet. 93 (further asserting that “it was well known in the art how to make projections on a flat surface”). Petitioner’s reliance on Johnson as generically teaching that protrusions can be on flat surfaces does not supply a reason why a person of ordinary skill in the art would have made the proposed modifications outside of improper hindsight. See also Prelim. Resp. 58, 59 (arguing that the projections in Johnson are on a semicircular surface, not on a flat surface as Petitioner asserts) (citing Ex. 1008 Figs. 4, 5). Based on the evidence and arguments presented, we determine that Petitioner fails to show sufficiently for purposes of instituting inter partes review that the asserted combination of Park, Baughan, and Johnson, or in further combination with Zheng, teaches “protrusions protruding from an interior surface” of one wall of the mouthpiece “towards” an opposing wall of the mouthpiece, as required by claim 1, or that a person of ordinary skill in the art would have had reason to combine the asserted references in the manner alleged by Petitioner.” slip op. at 28
Claim construction§ 103 obviousnesscites Phillips · KSR · GrahamPatents in suitUS 12,011,329 - Caption Health, Inc v. University Of British ColumbiaInstitution deniedPTAB · Dec 19, 2025 · IPR2025-01066 · APJ Mary C Hoffman · IPR · Institution
Institution was denied because Petitioner did not show a reasonable likelihood that any challenged claim was unpatentable, including failure to show the claimed image-receiving quality-assessment neural network.
RulingsInstitution decision- PTAB / AIA Trials › Institution threshold (reasonable likelihood / more likely than not)Institution denied meritsInstitution denied
“review. 35 U.S.C. § 314; 37 C.F.R. § 42.4(a). Under 35 U.S.C. § 314(a), an inter partes review may not be instituted “unless . . . the information presented in the petition . . . and any response . . . shows that there is a reasonable likelihood that the petitioner would prevail with respect to at least 1 of the claims challenged in the petition.” Based on the current record and for the reasons explained below, Petitioner has not demonstrated a reasonable likelihood of prevailing with respect to at least one of the challenged claims of the ’591 patent. Thus, we do not institute this inter partes review.” slip op. at 2
- Skill levelSkill level petitioner adoptedDecided for petitioner
“Because Petitioner’s formulation is supported by declaratory testimony and appears consistent with the level of skill reflected in the asserted prior art and the ’591 patent, and because Patent Owner does not provide any supporting evidence, we adopt Petitioner’s formulation of the level of ordinary skill in the art. See Ex. 1002 ¶¶ 31–33. Our decision would be the same regardless of the differences between Petitioner’s and Patent Owner’s formulations.” slip op. at 10
- Claim Construction › Threshold & procedure › Whether a term needs construction (O2 Micro)No construction neededOther
“The parties do not propose any express claim construction. Pet. 11– 12; Prelim Resp. 17. We also determine that no express claim construction is necessary for our Decision, apart from that discussed in our below analysis. See Nidec Motor Corp. v. Zhongshan Broad Ocean Motor Co., 868 F.3d 1013, 1017 (Fed. Cir. 2017) (holding that only terms in controversy must be construed “and only to the extent necessary to resolve the controversy”) (citing Vivid Techs., Inc. v. Am. Sci. & Eng’g, Inc., 200 F.3d 795, 803 (Fed. Cir. 1999)).” slip op. at 11
- Obviousness (§103) › Motivation to combine / reasonable expectation of successMotivation not foundReasonable expectation not foundNot shown unpatentable
“Petitioner also fails to provide sufficient rationale and a reasonable expectation of success in combining Krishnan and Lee to arrive at a quality assessment neural network configured to receive an image. See Pet. 34–37. For example, the Petition lacks an explanation of why a POSITA would have been motivated to modify Krishnan’s quality assessment neural network to be configured to receive an image, instead of extracted features, in view of Lee’s image-receiving category classifying neural network. Id. Without such further explanation, Petitioner’s challenge falls short. Petitioner’s argument that neural networks for image quality assessment were “well-known” is not persuasive—it does not address the particular scope of limitation 1i, which also requires that the neural network is configured to receive images. Pet. 35 (citing Ex. 1002 ¶¶ 47–51, 118; Exs. 1017, 1023, 1024, 1026). Petitioner’s argument that combining Krishnan and Lee “would merely amount to applying known work from the field . . . to yield predictable results” is not persuasive because the Petition ties this reasoning to modifying Krishnan with Lee’s view-category-specific assessment parameters, not modifying Krishnan’s quality assessment neural network to receive images instead of extracted features. Id. at 37 (citing Ex. 1002 ¶ 126). Lastly, we note Petitioner’s expert’s discussion regarding neural networks for image quality assessments. Ex. 1002 ¶¶ 43–53 (citing Exs. 1010, 1015, 1016, 1017, 1018, 1023, 1024, 1026). However, the Petition does not explain how this evidence demonstrates that the proposed combination teaches or suggests a quality assessment neural network configured to receive images, or that such would have been obvious in the context of the claimed invention. See Pet. 32–37.” slip op. at 19
Claim construction§ 103 obviousnesscites Phillips · KSR · GrahamPatents in suitUS 11,129,591 - Orca Security Ltd. v. Wiz, Inc.Institution deniedPTAB · Dec 15, 2025 · IPR2025-01083 · APJ Nabeel U Khan · IPR · Institution
The Board denied institution because Petitioner did not show a reasonable likelihood that Shivamoggi disclosed the required natural-language list of abnormal connections, including for the dependent-claim grounds.
RulingsInstitution decision- PTAB / AIA Trials › Institution threshold (reasonable likelihood / more likely than not)Institution denied meritsInstitution denied
“information presented in the petition . . . shows that there is a reasonable likelihood that the petitioner would prevail with respect to at least 1 of the claims challenged in the petition.” 35 U.S.C. § 314(a). Having considered the arguments and evidence presented by Petitioner and Patent Owner, we determine that Petitioner has not demonstrated a reasonable likelihood of prevailing on at least one of the challenged claims of the ’554 patent. We do not institute inter partes review as to the challenged claims of the ’554 patent.” slip op. at 2
- Skill levelSkill level petitioner adoptedDecided for petitioner
“Petitioner argues that a person of ordinary skill in the art (POSITA) “would have had a bachelor’s degree in an academic area emphasizing computer science (i.e. computer science, computer information systems, computer engineering, etc.) or cybersecurity, with at least two years of experience in the field of cybersecurity.” Pet. 6 (citing Ex. 1003 ¶ 49). Petitioner further argues that “additional education or experience might substitute for these requirements.” Id. Patent Owner does not contest Petitioner’s proposed definition of a POSITA at this stage of the proceeding. See generally, Prelim. Resp. For purposes of this Decision, we adopt Petitioner’s proposed level of ordinary skill because it is consistent with the level of skill in the art at the time of the invention as reflected by the ’554 patent and the cited prior art.” slip op. at 7
- Claim Construction › Threshold & procedure › Whether a term needs construction (O2 Micro)No construction neededOther
“Petitioner asserts that “no claim terms need to be construed to resolve any issues in controversy in the Petition.” Pet. 7 (citing Wellman, Inc. v. Eastman Chem. Co., 642 F.3d 1355, 1361 (Fed. Cir. 2011)). Patent Owner asserts that “[n]o constructions are necessary to deny institution because denial is warranted for numerous reasons that do not depend on claim construction, as further detailed below.” Prelim. Resp. 2. We determine that, at this stage of the proceeding, no explicit constructions are required to resolve the dispute between the parties.” slip op. at 8
- BurdenNot shown unpatentable
“Having reviewed the record presently before us, we agree with Patent Owner. Limitation 1[d] requires generating “insights, wherein the generated insights include at least a list of abnormal connections between the identified network objects.” The ʼ554 patent states that “[n]etwork insights are natural-language representations of aspects of the network graph.” 1 Ex. 1001, 10:15–17. Petitioner acknowledges that the recited “insights” are “natural-language representations.” Pet. 26 (citing Ex. 1001, 10:16–18). Dr. Easttom also agrees that insights are natural-language representations. Ex. 1003 ¶ 100 (testifying that “Shivamoggi’s insights are provided to the user as textual descriptions (i.e. natural-language representations).”). As an 1 The parties do not address whether the “wherein” clause of limitation 1[d] runs afoul of the printed matter doctrine. “[T]he petition must set forth . . . . [h]ow the challenged claim is to be construed.” 37 C.F.R. § 42.104. Even though “insights” are described in the ʼ554 patent as “natural-language representations of aspects of the network graph” (Ex. 1001, 10:15–17), Petitioner does not construe “insights, wherein the generated insights include at least a list of abnormal connections between the identified network objects,” as “printed matter” that may be disregarded because it is “not functionally related to the substrate.” See Praxair Distribution, Inc. v. Mallinckrodt Hosp. Prods. IP Ltd., 890 F.3d 1024, 1032 (Fed. Cir. 2018) (“‘Where the printed matter is not functionally related to the substrate, the printed matter will not distinguish the invention from the prior art in terms of patentability.’. . . For example, in In re Ngai, 367 F.3d 1336, 1339 (Fed. Cir. 2004) there was no functional relationship between claimed instructions and a diagnostic kit, as the instructions ‘in no way depend[ed] on the kit, and the kit [did] not depend on the’ instructions.” (quoting Ngai, 367 F.3d 1336, 1339 (Fed. Cir. 2004)). Because the parties have not addressed it, we decline to consider if the printed matter doctrine applies here. “virtual machine one to load balancer five, where port eighty is routed to port 1337 on virtual machine one, then from load balancer five to firewall two, where port eighty of firewall two is open, then from firewall two to subnet sixteen, where subnet sixteen has a network address of 10.0.1.0/24, then from subnet sixteen virtual network ten, where virtual network ten has a network address of 10.0.0.0/16, then from virtual network ten to virtual network eleven, via peering connection twelve, where peering connection twelve includes a routing rule to virtual network twelve, specifying virtual network twelve's network address, where virtual network twelve's network address is 172.31.0.0/16.” Ex. 1001, 10:31–45 (quotation marks in original). This example illustrates that an insight is provided in natural-language, or textual, format, consistent with the description of an insight in the ʼ554 patent and the testimony of Dr. Easttom. The limitation, which recites “the generated insights include at least a list of abnormal connections,” therefore requires generating a naturallanguage representation of a list of abnormal connections.” slip op. at 18
Claim constructioncites Phillips · KSR · GrahamPatents in suitUS 11,722,554 - Geotab Inc. / Geotab USA, Inc. v. Fractus, S.A.Institution deniedPTAB · Dec 3, 2025 · PGR2025-00056 · APJ Steven M Amundson · PGR · Institution
Institution was denied because Petitioner did not show it was more likely than not that claims 1–20 were unpatentable under the asserted obviousness grounds.
RulingsInstitution decision- PTAB / AIA Trials › Institution threshold (reasonable likelihood / more likely than not)Institution denied meritsInstitution denied
“to institute a post-grant review. We may not institute a post-grant review unless we determine that “the information presented in the petition filed under section 321, if such information is not rebutted, would demonstrate that it is more likely than not that at least 1 of the claims challenged in the petition is unpatentable.” 35 U.S.C. § 324(a) (2024). After considering the Petition, the Preliminary Response, the Preliminary Reply, the Preliminary Sur-reply, and the evidence of record, and for the reasons explained below, we determine that Petitioner has failed to demonstrate that it is “more likely than not” that at least one of the claims challenged in the Petition is unpatentable. Hence, we deny the Petition and do not institute a post-grant review.” slip op. at 2
- Skill levelSkill level petitioner adoptedOther
“effective filing date would have had “at least a bachelor’s degree in electrical engineering, computer science, or a similar degree and at least four years of experience in applied electromagnetics with an emphasis on antennas.” Pet. 10 (quoting Ex. 1018 ¶ 32). Petitioner also asserts that “[a]lternatively, the person of ordinary skill in the art would have a master’s degree in electrical engineering (or similar discipline) and at least two years of similar experience.” Id. (quoting Ex. 1018 ¶ 32). Dr. van der Weide’s testimony supports Petitioner’s assertions. See Ex. 1007 ¶ 39. For purposes of the Preliminary Response only, Patent Owner employs Petitioner’s description of an ordinarily skilled artisan. Prelim. Resp. 22. Based on the current record and for purposes of this decision, we accept Petitioner’s description of an ordinarily skilled artisan because it comports with the technology and claims of the ’149 patent as well as the asserted references. See, e.g., Ex. 1005, 1:35–6:56, 42:44–46:28, code (57); infra §§ III.E.1–III.E.2, III.G.1–III.G.2, III.H.1.” slip op. at 25
- Claim Construction › Threshold & procedure › Whether a term needs construction (O2 Micro)No construction neededOther
“4. DISCUSSION “[O]nly those terms need be construed that are in controversy, and only to the extent necessary to resolve the controversy.” Vivid Techs., Inc. v. Am. Sci. & Eng’g, Inc., 200 F.3d 795, 803 (Fed. Cir. 1999); see Nidec Motor Corp. v. Zhongshan Broad Ocean Motor Co., 868 F.3d 1013, 1017 (Fed. Cir. 2017). Based on the current record, we determine that no claim term requires an explicit construction to decide whether Petitioner satisfies the “more likely than not” standard for instituting a post-grant review. As Petitioner recognizes, the ’149 patent defines many of the claim terms Petitioner discusses in the “Claim Interpretation” section of the Petition. See Pet. 14–16. For instance, the patent defines “antenna rectangle” as “the orthogonal projection of the antenna box along the normal to the face with largest area of the antenna box.” Ex. 1005, 14:21–24. Further, the patent defines “complexity factor F21” and “complexity factor F32” consistent with the independent claims. See id. at 17:16–21, 17:49–61, 18:8–18, 19:12–25, 20:5–17, 42:62–43:25, 44:5–30, 45:8–46:3. E. Alleged Obviousness over Dou and Ciais-Multiband: Claims 7–9, 11–14, 16, 17, 19, and 20 Petitioner contends that claims 7–9, 11–14, 16, 17, 19, and 20 are” slip op. at 28
- Obviousness (§103) › Motivation to combine / reasonable expectation of successMotivation not foundNot shown unpatentableNot shown unpatentable
“Petitioner does not explain why an ordinarily skilled artisan who used Ciais-Quadband’s antenna for Dou’s two antennas 206 and 208 would have departed from the commonly accepted rule of thumb and Dou’s preference for at least a quarter-wavelength spacing between antennas at the lowest frequency to the extent needed to implement the proposed combination, i.e., with only about 55% of the preferred spacing between antennas. See Pet. 60–69; Ex. 1007 ¶¶ 172–187. Hence, based on the current record, Petitioner does not establish sufficiently for purposes of institution that an ordinarily skilled artisan would have been motivated to combine Ciais-Quadband’s teachings with Dou’s teachings in the way Petitioner proposes. Further, the addition of two Nakano InvFL antennas extending from the ground plane both above and below the PCB does not remedy the insufficient spacing between “the swapped-in Ciais-Quadband antennas.” Ex. 2010 ¶ 67.” slip op. at 69
Claim construction§ 103 obviousnesscites Phillips · KSR · GrahamPatents in suitUS 12,095,149 - Syngenta Crop Protection AG v. Inflexion Point Technologies, LLCInstitution deniedPTAB · Dec 1, 2025 · PGR2025-00045 · APJ Debra L Dennett · PGR · Institution
The Board denied institution because Petitioner did not show it was more likely than not that any challenged claim was unpatentable under the asserted grounds.
RulingsInstitution decision- PTAB / AIA Trials › Institution threshold (reasonable likelihood / more likely than not)Institution denied meritsInstitution denied
“We have authority to determine whether to institute a post-grant review under 35 U.S.C. § 324. Institution of a post-grant review is authorized by statute only when “the information presented in the petition . . . would demonstrate that it is more likely than not that at least 1 of the claims challenged in the petition is unpatentable.” 35 U.S.C. § 324(a). The burden is on Petitioner to show that the challenged patent is eligible for postgrant review. Mylan Pharms. Inc. v. Yeda Research & Dev. Co., PGR2016- 00010, Paper 9 at 10 (PTAB Aug. 15, 2016) (holding that the ultimate burden of persuasion remains with a petitioner to demonstrate that the challenged patent is eligible for post-grant review). Upon consideration of the Petition, Preliminary Response, and the cited evidence, we determine that Petitioner has not shown that it is more likely than not that any of the challenged claims are unpatentable. We thus determine to not institute a post-grant review of the ’027 patent based on the Petition.” slip op. at 2
- Skill levelSkill level petitioner adoptedOther
“a Bachelor of Science degree in Agricultural or Mechanical Engineering with 2–4 years of practical, applied experience in the field of agricultural machinery, including systems integration and fluid handling and sprayer control systems, or equivalent experience. Prelim. Resp. 12 (citing Ex. 2001, ¶ 59). Patent Owner states that the differences in the asserted levels of ordinary skill should not change the outcome of the Petition. Id. For the purposes of this decision, we adopt Petitioner’s definition, which appears consistent with the level of skill shown in the prior art references of record and the ’027 patent. See Okajima v. Bourdeau, 261 F.3d 1350, 1355 (Fed. Cir. 2001) (explaining that specific findings regarding ordinary skill level are not required “where the prior art itself reflects an appropriate level and a need for testimony is not shown” (quoting Litton Indus. Prods., Inc. v. Solid State Sys. Corp., 755 F.2d 158, 163 (Fed. Cir. 1985))). Our analysis, however, would not change were we to adopt Patent Owner’s definition.” slip op. at 7
- Claim Construction › Intrinsic evidence (Phillips canons) › Lexicography (patentee as own lexicographer)Term construed board ownDecided for patent owner
“Patent Owner contends that claim construction is necessary for the “seed-applied substance” term because Petitioner allegedly ignores the teaching of the specification in evaluating the term. Prelim. Resp. 12. Patent Owner points to the specification, which defines a “seed-applied substance” as “includ[ing] any composition applied to seeds prior to the seeds being planted (e.g., when the seed comes in contact with the soil in a field).” Id. at 13 (quoting Ex. 1001, 7:45-48). Patent Owner contends that the term means “a substance that is applied directly to the seed before the seed comes into contact with the soil in a field.” Id. (citing Ex. 2001, ¶ 55). According to Patent Owner, Petitioner erroneously uses a definition that “allows the ‘seedapplied substance’ to be applied to the seed (and soil) as the seed lay planted in the soil.’” Id. For the purpose of addressing Petitioner’s grounds, we use the definition of “seed-applied substance” provided in the ’027 patent, i.e., “any composition applied to seeds prior to the seeds being planted (e.g., when the seed comes in contact with the soil in a field).” Vitronics Corp. v. Conceptronic, Inc., 90 F.3d 1576, 1582 (Fed. Cir. 1996) (“[A] patentee may choose to be his own lexicographer and use terms in a manner other than their ordinary meaning, as long as the special definition of the term is clearly stated in the patent specification or file history.”).” slip op. at 7
- Novelty / Anticipation (§102) › Anticipation standard (single reference, every element)Not shown unpatentableNot shown unpatentable
“3. Analysis Our analysis of whether Wagers discloses the limitation “individually applying the desired application amount of the selected type of the seed-applied substance to each seed as it is being delivered to the soil” is dispositive of Petitioner’s challenge to claim 1 as anticipated.” slip op. at 10
Claim construction§ 102 anticipation§ 103 obviousness§ 112 disclosurecites GrahamPatents in suitUS 12,102,027 - PTAB · Nov 21, 2025 · IPR2025-00931 · APJ Georgianna W Braden · IPR · Institution
The Board denied institution on claims 1–27 because the Petition did not show a reasonable likelihood that any challenged claim would be unpatentable over the asserted obviousness combinations.
RulingsInstitution decision- PTAB / AIA Trials › Institution threshold (reasonable likelihood / more likely than not)Institution denied meritsInstitution denied
“review. 35 U.S.C. § 314(b) (2024); 37 C.F.R. § 42.4(a) (2024). We may not institute an inter partes review “unless . . . there is a reasonable likelihood that the petitioner would prevail with respect to at least 1 of the claims challenged in the petition.” 35 U.S.C. § 314(a). The “reasonable likelihood” standard is “a higher standard than mere notice pleading” but “lower than the ‘preponderance’ standard to prevail in a final written decision.” Hulu, LLC v. Sound View Innovations, LLC, IPR2018-01039, Paper 29 at 13 (PTAB Dec. 20, 2019) (precedential). When instituting inter partes review, the Board will authorize the review to proceed on all of the challenged claims and on all grounds of unpatentability asserted for each claim. 37 C.F.R. § 42.108(a). Applying those standards, and based on the record before us, we determine Petitioner has not demonstrated a reasonable likelihood of success in proving that any one of the Challenged Claims is unpatentable. See 35 U.S.C. § 314; 37 C.F.R. § 42.4(a). Accordingly, we deny institution of an inter partes review of the ’844 patent.” slip op. at 2
- Skill levelSkill level petitioner adoptedOther
“critical time. See generally Prelim. Resp. Patent Owner’s Declarant, Dr. Newman, states that for his analysis he uses the definition provided by Dr. Zadok. Ex. 2014 ¶ 13. We discern no meaningful difference between the definitions proffered by Petitioner or its Declarant. Neither party argues that the outcome of this case would differ based on our adoption of any particular definition of the level of ordinary skill in the art. Considering the subject matter of the ’844 patent, the background technical field, the prior art, and Dr. Zadok’s unopposed definition of the ordinarily skilled artisan (Ex. 1003 ¶ 35), which is adopted by Dr. Newman (Ex. 2014 ¶ 13) and is consistent with the asserted prior art references, we apply the level of skill set forth by Dr. Zadok.” slip op. at 13
- Claim Construction › Threshold & procedure › Whether a term needs construction (O2 Micro)No construction neededOther
“Only those claim terms that are in controversy need to be construed, and only to the extent necessary to resolve the controversy. See Nidec Motor Corp. v. Zhongshan Broad Ocean Motor Co., 868 F.3d 1013, 1017 (Fed. Cir. 2017) (stating that “we need only construe terms ‘that are in controversy, and only to the extent necessary to resolve the controversy’” (quoting Vivid Techs., Inc. v. Am. Sci. & Eng’g, Inc., 200 F.3d 795, 803 (Fed. Cir. 1999))). Petitioner contends “that the challenged claims are obvious under any reasonable interpretation under the Phillips standard, and thus Petitioners submit that the Board need not resolve any express constructions.” Pet. 11 Patent Owner asserts “the Board should resolve this IPR under the plain-and ordinary-meaning standard without adopting any special constructions beyond what is necessary to address a concrete dispute.” Prelim. Resp. 11. Based on our review of the current record, we agree with parties that no express construction of any term is necessary to resolve this case.” slip op. at 14
- Obviousness (§103) › Motivation to combine / reasonable expectation of successMotivation not foundNot shown unpatentableNot shown unpatentable
“We agree with Patent Owner that Petitioner fails to offer sufficient explanation as to why a person of ordinary skill in the art would have combined the teachings of Sapuntzakis and Holzmann. Rather, Petitioner appears to argue that, based on the advantages described by Holzmann (Ex. 1007 ¶ 33), and using well-known techniques with unspecified predictable results, a person of ordinary skill in the art would have had sufficient reason to combine these disparate elements taught in the prior art references to render the challenged claims obvious. Pet. 23–24, 33. Yet, other than Petitioner’s cursory assertion of advantageously incorporating the memory module from Holzmann to provide a caching mechanism (Pet. 33), which cites equally cursory and unsupported testimony by Dr. Zadok (Ex. 1003 ¶¶ 329, 333, 336–355), Petitioner fails to identify what particular advantages or efficiencies would have prompted a person of ordinary skill in the art to combine Holzmann’s memory module with Sapuntzakis’s system.” slip op. at 29
Claim construction§ 103 obviousnesscites Phillips · KSR · GrahamPatents in suitUS 8,332,844 - PTAB · Nov 18, 2025 · IPR2025-00782 · APJ Ken B Barrett · IPR · Institution
The Board denied institution because Petitioner did not show a reasonable likelihood that any challenged claim was unpatentable over the asserted grounds.
RulingsInstitution decision- PTAB / AIA Trials › Institution threshold (reasonable likelihood / more likely than not)Institution denied meritsInstitution denied
“An inter partes review may not be instituted “unless . . . the information presented in the petition . . . shows that there is a reasonable likelihood that the petitioner would prevail with respect to at least 1 of the claims challenged in the petition.” 35 U.S.C. § 314(a). Having considered the arguments and evidence presented by Petitioner and Patent Owner, we determine that Petitioner has not demonstrated a reasonable likelihood of prevailing on at least one of the challenged claims of the ’469 patent. Accordingly, we do not institute an inter partes review of the challenged claims.” slip op. at 2
- Skill levelSkill level petitioner adoptedDecided for petitioner
“Petitioner contends that: [A] POSITA would have had at least a bachelor’s degree in computer science, computer engineering, business information systems, software engineering, or systems engineering and at least two years of experience in computer networking or telecommunications. Ex.1002 ¶21; see also Ex.1001 (1:14-31). Additional education could substitute for professional experience. Ex.1002 ¶21. Significant work experience could substitute for formal education. Ex.1002 ¶21. Pet. 7–8. Patent Owner, at this stage, does not disagree or propose a different definition of the person of ordinary skill in the art. Petitioner’s definition is consistent with the level of ordinary skill reflected in the prior art references of record. See Okajima v. Bourdeau, 261 F.3d 1350, 1355 (Fed. Cir. 2001) (recognizing that the prior art itself may reflect an appropriate level of skill in the art). For purposes of this decision, we apply Petitioner’s definition of the person of ordinary skill in the art.” slip op. at 9
- Claim Construction › Threshold & procedure › Whether a term needs construction (O2 Micro)No construction neededOther
“Petitioner states that it “do[es] not believe explicit construction is required to resolve this Petition.” Pet. 7. Patent Owner proposes constructions for “Internet,” “access the Internet,” “subscriber access website.” Prelim. Resp. 12–15. On this record and for purposes of this decision, we determine that no claim terms require express construction. D. Alleged Anticipation of Claims 1, 2, 10, 11, and 24–28 by Bruner and” slip op. at 10
- Novelty / Anticipation (§102) › Anticipation standard (single reference, every element)Not shown unpatentable
“We find Patent Owner’s argument to be persuasive. Petitioner does not explain adequately how Bruner discloses the positional requirement of a subscriber access unit being coupled between the satellite dish and the router. Accordingly, Petitioner has not shown sufficiently for purposes of institution that Bruner anticipates independent claim 24. Although, for the obviousness challenge, Petitioner contends that Clark discloses a wireless router (for limitation 24c), Petitioner relies solely on Bruner for the “between” limitation. See Pet. 17 (“Bruner and/or Bruner in view of Clark both disclose each limitation of claim 24c, including a router (e.g., Bruner’s ‘ADS’ and Clark’s ‘wireless router’)”); id. at 18–19 (the discussion of the “between” limitation 24d asserting that “Bruner discloses claim 24d,” with no mention of Clark). Furthermore, Petitioner merely asserts that both Bruner and Clark disclose a router. See id. at 17–18. Petitioner, however, does not indicate clearly which is used in the proposed combination, does not describe the configuration of a proposed combination or a proposed modification of Bruner’s system, and fails to set forth an adequate and persuasive reason with rational underpinning as to why a person of ordinary skill in the art would have modified Bruner’s system to arrive at the positional requirement of the subscription access unit being coupled between the satellite dish and a router. See id. at 13–14 (motivation section for this ground); id. at 18–19 (addressing the “between” limitation 24d). Accordingly, Petitioner has not shown a reasonable likelihood of prevailing on its challenge to independent claim 24 as obvious over Bruner in view of Clark.” slip op. at 14
Claim construction§ 102 anticipation§ 103 obviousnesscites Phillips · KSR · GrahamPatents in suitUS 7,324,469 - PTAB · Nov 4, 2025 · IPR2025-00785 · APJ Stephen E Belisle · IPR · Institution
The Board denied institution because Petitioner did not show a reasonable likelihood that claims 1–14 were unpatentable over either asserted § 103 combination.
RulingsInstitution decision- PTAB / AIA Trials › Institution threshold (reasonable likelihood / more likely than not)Institution denied meritsInstitution denied
“review. 35 U.S.C. § 314(b) (2024); 37 C.F.R. § 42.4(a) (2024). We may not institute an inter partes review “unless . . . there is a reasonable likelihood that the petitioner would prevail with respect to at least 1 of the claims challenged in the petition.” 35 U.S.C. § 314(a). The “reasonable likelihood” standard is “a higher standard than mere notice pleading” but “lower than the ‘preponderance’ standard to prevail in a final written decision.” Hulu, LLC v. Sound View Innovations, LLC, IPR2018-01039, Paper 29 at 13 (PTAB Dec. 20, 2019) (precedential). When instituting inter partes review, the Board will authorize the review to proceed on all of the challenged claims and on all grounds of unpatentability asserted for each claim. 37 C.F.R. § 42.108(a).” slip op. at 2
- BurdenDenied
“Petitioner’s single-reference allegations do not align with its two “combination” challenges identified above. As for its “combination” allegations, Petitioner does not identify, for example: (1) which limitations in claim 1 are missing in any of Chow, Reiffin, and Kurowski; (2) which aspects of any of these references requires modification to achieve the invention of claim 1; (3) which specific reference Petitioner posits to teach any such missing limitation in another reference or as the basis to modify a specific feature in a given reference; or (4) a rational reason as to why the skilled artisan would have combined particular teachings from one of Chow, Reiffin, and Kurowski with particular teachings of another such reference to achieve the invention of claim 1 as a whole.5 Instead, Petitioner improperly punts its burden to define its obviousness challenges to the Board (and Patent Owner). See, e.g., Pet. 38 (“To the extent the Board disagrees that [any particular] limitation is disclosed by the Chow/Reiffin combination 4 See, e.g., Pet. 16, 19 (“Thus, Chow and Reiffin both disclose or suggest claim [1b].” “Therefore, claim 1 was obvious over Chow and Reiffin separately and over their combination.”); see also id. at 12–19, 37–42. 5 Petitioner argues that the skilled artisan would have combined Reiffin with Chow for “increased computational power and the ability to solve larger problems.” Pet. 11. These generic “reasons” to combine the alleged teachings of Chow and Reiffin (and Kurowski) lack rational underpinning, particularly because Petitioner does not even identify which teachings of which references are being combined to achieve any particular limitation in claim 1. See Prelim. Resp. 40 (“[Petitioner’s] ‘spaghetti on the wall’ approach fails [to] explain how Petitioners’ purported motivation for combining Chow and Reiffin fits with each of the at least 64 different possibilities for combining Chow and Reiffin.”).” slip op. at 14
- Obviousness (§103) › Graham factors (scope of art, differences, level of skill)Not shown unpatentableNot shown unpatentable
“and quotes various passages in Chow. Pet. 13–14. For example, Petitioner identifies that, under “Description of the Related Art,” Chow states: “Typically, workload is apportioned by somehow logically dividing the data to be processed. For example, a block of data might be divided evenly into a number of parts equal to the number of available threads, so that each thread can independently process a separate portion of the data. This is called ‘static’ or ‘a priori’ partitioning.” Pet. 13 (citing Ex. 1003, 1:38–42; Ex. 1022 ¶ 144). Petitioner also identifies that Chow describes “aggregate tasks” divisible into “multiple sub-tasks,” and “multiple task execution units are independently operated on-demand to sequentially self-allocate and execute sub-tasks of the aggregate task.” Pet. 13–14 (citing Ex. 1003, 1:66–2:15). After presenting such quoted passages from Chow, Petitioner proffers the conclusion that Chow discloses the Partitioning Limitation, but does so without sufficiently explaining why such passages allegedly teach or suggest the features of the Partitioning Limitation not only within the context of claim 1 as a whole, but given that Chow itself disparages such “static” or “a priori” partitioning as posing “a significant problem” (Ex. 1003, 1:52–58). Patent Owner persuasively responds (and we agree for the same” slip op. at 19
- Obviousness (§103) › Motivation to combine / reasonable expectation of successMotivation not foundNot shown unpatentable
“combination” challenges identified above. As for its “combination” allegations, Petitioner does not identify, for example: (1) which limitations in claim 1 are missing in any of Chow, Reiffin, and Kurowski; (2) which aspects of any of these references requires modification to achieve the invention of claim 1; (3) which specific reference Petitioner posits to teach any such missing limitation in another reference or as the basis to modify a specific feature in a given reference; or (4) a rational reason as to why the skilled artisan would have combined particular teachings from one of Chow, Reiffin, and Kurowski with particular teachings of another such reference to achieve the invention of claim 1 as a whole.5 Instead, Petitioner improperly punts its burden to define its obviousness challenges to the Board (and Patent Owner). See, e.g., Pet. 38 (“To the extent the Board disagrees that [any particular] limitation is disclosed by the Chow/Reiffin combination 4 See, e.g., Pet. 16, 19 (“Thus, Chow and Reiffin both disclose or suggest claim [1b].” “Therefore, claim 1 was obvious over Chow and Reiffin separately and over their combination.”); see also id. at 12–19, 37–42. 5 Petitioner argues that the skilled artisan would have combined Reiffin with Chow for “increased computational power and the ability to solve larger problems.” Pet. 11. These generic “reasons” to combine the alleged teachings of Chow and Reiffin (and Kurowski) lack rational underpinning, particularly because Petitioner does not even identify which teachings of which references are being combined to achieve any particular limitation in claim 1. See Prelim. Resp. 40 (“[Petitioner’s] ‘spaghetti on the wall’ approach fails [to] explain how Petitioners’ purported motivation for combining Chow and Reiffin fits with each of the at least 64 different possibilities for combining Chow and Reiffin.”). slip op. at 14
Claim construction§ 103 obviousnesscites Phillips · KSR · GrahamPatents in suitUS 7,257,582 - PTAB · Oct 23, 2025 · IPR2025-00987 · APJ Stephen E Belisle · IPR · Institution
The Board denied institution because Petitioner did not show a reasonable likelihood that any of claims 1–37 was unpatentable under the asserted obviousness grounds.
RulingsInstitution decision- PTAB / AIA Trials › Institution threshold (reasonable likelihood / more likely than not)Institution denied meritsInstitution denied
“review. 35 U.S.C. § 314(b) (2024); 37 C.F.R. § 42.4(a) (2024). We may not institute an inter partes review “unless . . . there is a reasonable likelihood that the petitioner would prevail with respect to at least 1 of the claims challenged in the petition.” 35 U.S.C. § 314(a). The “reasonable likelihood” standard is “a higher standard than mere notice pleading” but “lower than the ‘preponderance’ standard to prevail in a final written decision.” Hulu, LLC v. Sound View Innovations, LLC, IPR2018-01039, Paper 29 at 13 (PTAB Dec. 20, 2019) (precedential). When instituting inter partes review, the Board will authorize the review to proceed on all of the challenged claims and on all grounds of unpatentability asserted for each claim. 37 C.F.R. § 42.108(a). Applying those standards, and based on the record before us, we determine that Petitioner has not demonstrated a reasonable likelihood of success in proving that any one of the Challenged Claims is unpatentable. See 35 U.S.C. § 314; 37 C.F.R. § 42.4(a). Accordingly, we deny institution of an inter partes review of the ’722 patent.” slip op. at 2
- Skill levelSkill level petitioner adoptedDecided for petitioner
“In determining the level of ordinary skill in the art, various factors may be considered, including the “type of problems encountered in the art; prior art solutions to those problems; rapidity with which innovations are made; sophistication of the technology; and educational level of active workers in the field.” In re GPAC Inc., 57 F.3d 1573, 1579 (Fed. Cir. 1995) (citation omitted). The level of ordinary skill in the art also may be reflected by the prior art of record. See Okajima v. Bourdeau, 261 F.3d 1350, 1355 (Fed. Cir. 2001). Neither party argues that the outcome of this case would differ based on our adoption of any particular definition of the level of ordinary skill in the art. Considering the subject matter of the ’722 patent, the background technical field, the prior art, and Petitioner’s proposed definition of the skilled artisan, which is supported with testimony of Dr. Easttom (Ex. 1003 ¶¶ 22–23), we apply the level of skill set forth above.” slip op. at 13
- Claim Construction › Threshold & procedure › Whether a term needs construction (O2 Micro)No construction neededOther
“Petitioner submits a proposed construction for the term “activation module” implicated in dependent claims 17–19, 23–25, 29–31, and 35–37. Pet. 10–12. Petitioner otherwise argues, “[n]o express construction of the other challenged claims is necessary in this IPR because the prior art renders these claims obvious under any reasonable construction.” Pet. 12. Patent Owner argues that “the Board should apply the plain and ordinary meaning to all challenged claim terms under the Phillips standard.” Prelim. Resp. 9. We find that no express construction of any term is necessary to resolve this case.” slip op. at 15
- Obviousness (§103) › Motivation to combine / reasonable expectation of success › HindsightMotivation not foundNot shown unpatentable
“generic “reasons” to combine the alleged teachings of Lawson and Choquier lack rational underpinning, particularly for the specific and substantial modifications of Lawson necessary to reach the subject Mapping Limitation, and are beset with impermissible hindsight. The Board must “recognize that we cannot allow hindsight bias to be the thread that stitches together prior art patches into something that is the claimed invention.” Metalcraft of Mayville, Inc. v. The Toro Co., 848 F.3d 1358, 1367 (Fed. Cir. 2017) (“Without any explanation as to how or why the references would be combined to arrive at the claimed invention, we are left with only hindsight bias that KSR warns against.”); see KSR, 550 U.S. at 421 (2007) (“A factfinder should be aware, of course, of the distortion caused by hindsight bias and must be cautious of arguments reliant upon ex post reasoning.”). “Any judgment on obviousness is in a sense necessarily a reconstruction based upon hindsight reasoning, but so long as it takes into account only knowledge which was within the level of ordinary skill at the time the claimed invention was made and does not include knowledge gleaned only from applicant’s disclosure, such a reconstruction is proper.” In re McLaughlin, 443 F.2d 1392, 1313–14 (CCPA 1971). In this case, Petitioner does not show sufficiently how or why an alleged desire to “increase efficiency, redundancy, and scalability of Lawson’s routing network” would have led the ordinarily skilled artisan specifically to the subject Mapping Limitation, but for using claim 1 as a roadmap. Indeed, as Patent Owner persuasively argues: The Petition fails to tie these generic design goals to the specific functionality that the Petition seeks to cherry-pick from Choquier and import into Lawson. Put another way, the Petition does not explain what about Choquier’s scalability, load balancing and redundancy techniques would have motivated [the skilled artisan] to have configured Lawson’s servers to “determine which server groups (node types) should receive an event update based on this server groups to event producer mapping.” Prelim. Resp. 26–27. Petitioner never identifies how Lawson’s registries of servers/consumers become the claimed gateway-kept category→node-type mapping (EX1005, 10:63–67; 12:36–43). Nor does Petitioner show that Choquier’s service map—not keyed by message category and used for CPU-based server selection—somehow supplies the missing category→node-type routing rule that controls update-message traffic through routing nodes (EX1007, 11:2–22; 12:33–36; 12:56–61). To the contrary, Choquier’s update path increases processing by replicating each update to every server in the service group (EX1007, 21:27–50), which is the opposite of the claim’s mapping-based control that limits which nodes must process a given update. Id. at 30–31. We find this context shows that Petitioner’s reasons for combining Lawson and Choquier (and Tsutsumitake) to achieve the subject Mapping Limitation lack rational underpinning, and that Petitioner’s proposed combination of teachings is based on impermissible hindsight.” slip op. at 27
Claim construction§ 103 obviousnesscites Phillips · KSR · GrahamPatents in suitUS 8,407,722 - PTAB · Oct 21, 2025 · IPR2025-00057 · APJ Hung H Bui · IPR · Remand
The Board denied institution on all challenged claims because the conjunctive construction required a hardware action, which the asserted grounds did not show.
RulingsRemand decision- PTAB / AIA Trials › Institution threshold (reasonable likelihood / more likely than not)Institution denied meritsInstitution denied
“onset to show with particularity why the patent it challenges is unpatentable.” Harmonic Inc. v. Avid Tech., Inc., 815 F.3d 1356, 1363 (Fed. Cir. 2016) (citing 35 U.S.C. § 312(a)(3) (requiring inter partes review petitions to identify “with particularity . . . the evidence that supports the grounds for the challenge to each claim”)); see also 37 C.F.R. § 42.104(b) (requiring a petition for inter partes review to identify how the challenged claim is to be construed and where each element of the claim is found in the prior art patents or printed publications relied upon). This burden of persuasion never shifts to Patent Owner. See Dynamic Drinkware, LLC v. Nat’l Graphics, Inc., 800 F.3d 1375, 1378 (Fed. Cir. 2015) (discussing the burden of proof in inter partes review). A patent claim is unpatentable under 35 U.S.C. § 103(a) when the differences between the claimed subject matter and the prior art are such that the subject matter, as a whole, would have been obvious at the time the invention was made to a person having ordinary skill in the art to which said subject matter pertains. KSR Int’l Co. v. Teleflex Inc., 550 U.S. 398, 406 (2007). The question of obviousness is resolved on the basis of underlying factual determinations including: (1) the scope and content of the prior art; (2) any differences between the claimed subject matter and the prior art; (3) the level of ordinary skill in the art; and (4) when in evidence, objective evidence of nonobviousness, i.e., secondary considerations.4 Graham v. John Deere Co., 383 U.S. 1, 17–18 (1966). Additionally, the obviousness inquiry typically requires an analysis of “whether there was an apparent reason to combine the known elements in the fashion claimed by the patent at issue.” KSR, 550 U.S. at 418 (citing In re Kahn, 441 F.3d 977, 988 (Fed. Cir. 2006) (requiring “articulated reasoning with some rational underpinning to support the legal conclusion of obviousness”)). Petitioner cannot satisfy its burden of proving obviousness by employing “mere conclusory statements,” but “must instead articulate specific reasoning, based on evidence of record, to support the legal conclusion of obviousness.” In re Magnum Oil Tools Int’l, Ltd., 829 F.3d 1364, 1380 (Fed. Cir. 2016).” slip op. at 10
- Claim Construction › Intrinsic evidence (Phillips canons) › Plain and ordinary meaning to a POSITATerm construed board ownDecided for patent owner
“(1) The Claim Language Supports a Conjunctive Construction There is a “heavy presumption” that the terms used in claims “mean what they say and have the ordinary meaning that would be attributed to those words by persons skilled in the relevant art.” SuperGuide, at 875 (citing Tex. Digital Sys., Inc. v. Telegenix, Inc., 308 F.3d 1193, 1202 (Fed.Cir.2002)).” slip op. at 21
- Obviousness (§103) › Graham factors (scope of art, differences, level of skill)Not shown unpatentableNot shown unpatentable
“We agree with Patent Owner. First, the construction of the phrase “at least one of [A] the display, [B] the audio and [C] the hardware (HW) action” is conjunctive in light of the language of the claims and the specification of the ’887 patent. As such, Petitioner has the burden, but fails to show all three (3) components to be reproduced at Yun’s mobile device, including: [A] the display, [B] the audio and [C] the hardware (HW) action by the HW component of the mobile device. Second, as Patent Owner observes, and we agree, “Petitioner ignores the requirement for ‘the hardware (HW) action’ entirely” and does not even mention any “hardware (HW) action.” Prelim. Resp. 14 (Paper 10).” slip op. at 34
- Strike new argumentNew argument disregardedDecided for patent owner
“6 In the Petitioner’s Reply to the Patent Owner’s Preliminary Response, Petitioner presents several arguments to address the Fintiv factors, Apple Inc. v. Fintiv, Inc., IPR2020-00019, Paper 11 (Mar. 20, 2020) (precedential) (“Fintiv”). In support of Factor 6, Petitioner argues for the first time that Overton (not Yun or Lu) is allegedly teaching “the hardware (HW) action” aspect of the claims. Prelim. Reply 5 (citing Ex. 1006, 11:13–24 “force feedback . . . to the input devices 142 [shown in Figure 1]”). However, we decline to consider this belated argument raised for the first time in the context of a Fintiv analysis instead of the Petition.” slip op. at 41
Claim construction§ 103 obviousnessDiscretionary denialcites Phillips · KSR · GrahamPatents in suitUS 8,934,887
Holdings, summaries, rulings, issues, outcomes, winners and claim constructions shown for a decision were generated by a large language model reading the opinion. They are a guide to the decision, not the decision. Confirm every one against the court's own text before relying on it. Outcomes read from the patent owner’s side. Party names are extracted from the decision and are missing on about 900 short Director denials and scans, which carry the trial number instead.