James Neal. RichterDownload PDFPatent Trials and Appeals BoardOct 15, 201913961586 - (D) (P.T.A.B. Oct. 15, 2019) Copy Citation UNITED STATES PATENT AND TRADEMARK OFFICE UNITED STATES DEPARTMENT OF COMMERCE United States Patent and Trademark Office Address: COMMISSIONER FOR PATENTS P.O. Box 1450 Alexandria, Virginia 22313-1450 www.uspto.gov APPLICATION NO. FILING DATE FIRST NAMED INVENTOR ATTORNEY DOCKET NO. CONFIRMATION NO. 13/961,586 08/07/2013 JAMES NEAL RICHTER ORA120925-US- DIV-3(O-492) 6854 51444 7590 10/15/2019 Kraguljac Law Group/Oracle 4700 Rockside Road Summit One, Suite 510 Independence, OH 44131 EXAMINER MANSFIELD, THOMAS L ART UNIT PAPER NUMBER 3623 NOTIFICATION DATE DELIVERY MODE 10/15/2019 ELECTRONIC Please find below and/or attached an Office communication concerning this application or proceeding. The time period for reply, if any, is set in the attached communication. Notice of the Office communication was sent electronically on above-indicated "Notification Date" to the following e-mail address(es): DDay@KragLaw.com MPusti@KragLaw.com PTOMail@KragLaw.com PTOL-90A (Rev. 04/07) UNITED STATES PATENT AND TRADEMARK OFFICE BEFORE THE PATENT TRIAL AND APPEAL BOARD Ex parte JAMES NEAL RICHTER Appeal 2017-011845 Application 13/961,586 Technology Center 3600 Before ROBERT E. NAPPI, LARRY J. HUME, and ALYSSA A. FINAMORE, Administrative Patent Judges. HUME, Administrative Patent Judge. DECISION ON APPEAL Pursuant to 35 U.S.C. § 134(a), Appellant,1 Oracle OTC Subsidiary LLC, appeals from the Examiner’s decision rejecting claims 1 and 20–38, which are all claims pending in the application. Appellant has canceled claims 2–19. Final Act. 2; App. Br. 3. We have jurisdiction under 35 U.S.C. § 6(b). We AFFIRM. 1 We use the word “Appellant” to refer to “Applicant” as defined in 37 C.F.R. § 1.42(a). Appellant identifies the real parties in interest as Oracle OTC Subsidiary LLC, and Oracle International Corporation by virtue of being the parent corporation to the Assignee and Applicant. App. Br. 3. Appeal 2017-011845 Application 13/961,586 2 STATEMENT OF THE CASE2 The Invention The claims are directed to predictive and profile learning sales automation analytics system and method. Spec., Title. In particular, Appellant’s disclosed embodiments and claimed invention “relate[] generally to sales automation and forecasting systems and, more particularly, to tracking and storing sales data for performance prediction.” Spec. ¶ 1. Exemplary Claim Claim 1, reproduced below, is representative of the subject matter on appeal: 1. A sales automation method comprising: providing, by a computer, a repository of learned sales data profiles and profiles representing goal sales of one or more top-performing sales persons and a repository of raw sales data, wherein the learned sales data profiles are modeled from one or more raw sales records; extracting, by the computer, raw sales data, learned sales data, and sales data representing the goal sales of the one or more top-performing sales persons; defining, by the computer, a sales pipeline having a construct of a series of stages thereby defining a sales strategy where each stage is assigned a conversion rate and assumed value potential, and wherein the sales pipeline includes one or more deals; 2 Our decision relies upon Appellant’s Appeal Brief (“App. Br.,” filed Mar. 27, 2017); Reply Brief (“Reply Br.,” filed Sept. 25, 2017); Examiner’s Answer (“Ans.,” mailed July 27, 2017); Final Office Action (“Final Act.,” mailed Sept. 27, 2016); and the original Specification (“Spec.,” filed Aug. 7, 2013) (claiming benefit of U.S. Application No. 11/617,437, filed Dec. 28, 2006, now issued as U.S. Patent No. 8,527,324 B2). Appeal 2017-011845 Application 13/961,586 3 correlating, by the computer, the raw sales data among the series of stages based on a respective task; correlating, by the computer, the learned sales data among the series of stages based on the respective task; correlating, by the computer, the sales data representing the goal sales of the one or more top-performing sales persons among the series of stages based on the respective task; developing, by the computer, a predictive model of the conversion rate of the sales strategy based on the correlating of the learned sales data and the correlating of the sales data representing the goal sales of the one or more top-performing sales persons; developing, by the computer, a raw predictive model based on applying the predictive model to the correlated raw sales data; learning, by the computer, using a supervised machine learning algorithm, a classification system for assigning quality scores to the one or more deals using characteristics of the one or more deals based on the raw predictive model; and assigning, by the computer, a quality score to a deal from the one or more deals based on the learned classification system. Rejection on Appeal3 Claims 1 and 20–38 are rejected under 35 U.S.C. § 101 because the claimed invention is directed to a judicial exception (i.e., a law of nature, a natural phenomenon, without significantly more). Final Act. 8. 3 We note the Examiner withdrew the objection to claims 1, 26, and 33, and also withdrew the rejection of claims 1 and 20–38 under 35 U.S.C. § 112(a). Final Act. 2. Appeal 2017-011845 Application 13/961,586 4 CLAIM GROUPING Based on Appellant’s arguments (App. Br. 7–11) and our discretion under 37 C.F.R. § 41.37(c)(1)(iv), we decide the appeal of the patent- ineligible subject matter rejection of claims 1 and 20–38 on the basis of representative claim 1.4 ISSUE Appellant argues (App. Br. 7–11; Reply Br. 2–5) the Examiner’s rejection of claim 1 under 35 U.S.C. § 101 as being directed to patent- ineligible subject matter is in error. These contentions present us with the following issue: Under the USPTO’s Revised Guidance, informed by our governing case law concerning 35 U.S.C. § 101, is claim 1 patent-ineligible under § 101? PRINCIPLES OF LAW A. 35 U.S.C. § 101 “Eligibility under 35 U.S.C. § 101 is a question of law, based on underlying facts.” SAP Am., Inc. v. InvestPic, LLC, 898 F.3d 1161, 1166 (Fed. Cir. 2018). 4 “Notwithstanding any other provision of this paragraph, the failure of appellant to separately argue claims which appellant has grouped together shall constitute a waiver of any argument that the Board must consider the patentability of any grouped claim separately.” 37 C.F.R. § 41.37(c)(1)(iv). In addition, when Appellant does not separately argue the patentability of dependent claims, the claims stand or fall with the claims from which they depend. In re King, 801 F.2d 1324, 1325 (Fed. Cir. 1986). Appeal 2017-011845 Application 13/961,586 5 An invention is patent-eligible if it is a “new and useful process, machine, manufacture, or composition of matter.” 35 U.S.C. § 101.5 However, the Supreme Court has long interpreted 35 U.S.C. § 101 to include implicit exceptions: “[l]aws of nature, natural phenomena, and abstract ideas” are not patentable. Mayo Collaborative Servs. v. Prometheus Labs., Inc., 566 U.S. 66, 70 (2012) (brackets in original) (citing Diamond v. Diehr, 450 U.S. 175, 185 (1981)). In determining whether a claim falls within an excluded category, we are guided by the Supreme Court’s two-step framework, described in Mayo and Alice. Alice Corp. v. CLS Bank Int’l, 573 U.S. 208, 217–18 (2014) (citing Mayo, 566 U.S. at 75–77). In accordance with that framework, we first determine what concept the claim is “directed to.” See Alice, 573 U.S. at 219 (“On their face, the claims before us are drawn to the concept of intermediated settlement, i.e., the use of a third party to mitigate settlement risk.”); see also Bilski v. Kappos, 561 U.S. 593, 611 (2010) (“Claims 1 and 4 in petitioners’ application explain the basic concept of hedging, or protecting against risk.”). Concepts determined to be abstract ideas, and thus patent ineligible, include certain methods of organizing human activity, such as fundamental economic practices (Alice, 573 U.S. at 219–20; Bilski, 561 U.S. at 611); mathematical formulas (Parker v. Flook, 437 U.S. 584, 594–95 (1978)); and mental processes (Gottschalk v. Benson, 409 U.S. 63, 67 (1972)). Concepts 5 This threshold analysis of whether a claim is directed to one of the four statutory categories of invention, i.e., a process, machine, manufacture, or composition of matter, is referred to as “Step 1” in the USPTO’s patent- eligibility analysis under § 101. MPEP § 2106. Appeal 2017-011845 Application 13/961,586 6 determined to be patent eligible include physical and chemical processes, such as “molding rubber products” (Diehr, 450 U.S. at 191); “tanning, dyeing, making water-proof cloth, vulcanizing India rubber, smelting ores” (id. at 182 n.7 (quoting Corning v. Burden, 56 U.S. 252, 267–68 (1854))); and manufacturing flour (Benson, 409 U.S. at 69 (citing Cochrane v. Deener, 94 U.S. 780, 785 (1876))). In Diehr, the claim at issue recited a mathematical formula, but the Supreme Court held “a claim drawn to subject matter otherwise statutory does not become nonstatutory simply because it uses a mathematical formula.” Diehr, 450 U.S. at 187; see also id. at 191 (“We view respondents’ claims as nothing more than a process for molding rubber products and not as an attempt to patent a mathematical formula.”). Having said that, the Supreme Court also indicated that a claim “seeking patent protection for that formula in the abstract . . . is not accorded the protection of our patent laws, and this principle cannot be circumvented by attempting to limit the use of the formula to a particular technological environment.” Id. (citation omitted) (citing Benson and Flook); see, e.g., id. at 187 (“It is now commonplace that an application of a law of nature or mathematical formula to a known structure or process may well be deserving of patent protection.”). Abstract ideas may include, but are not limited to, fundamental economic practices, methods of organizing human activities, and mathematical formulas or relationships. Alice, 573 U.S. at 217–21. Under this guidance, we must therefore ensure at step one that we articulate what the claims are directed to with enough specificity to ensure the step one Appeal 2017-011845 Application 13/961,586 7 inquiry is meaningful. Id. at 217 (“[W]e tread carefully in construing this exclusionary principle lest it swallow all of patent law.”). If the claim is “directed to” an abstract idea, we turn to the second step of the Alice and Mayo framework, where “we must examine the elements of the claim to determine whether it contains an ‘“inventive concept”’ sufficient to ‘transform’ the claimed abstract idea into a patent- eligible application.” Alice, 573 U.S. at 221 (citation omitted). “A claim that recites an abstract idea must include ‘additional features’ to ensure ‘that the [claim] is more than a drafting effort designed to monopolize the [abstract idea].’” Id. (alterations in original) (quoting Mayo, 566 U.S. at 77). “[M]erely requir[ing] generic computer implementation[] fail[s] to transform that abstract idea into a patent-eligible invention.” Id. B. USPTO Revised Guidance The PTO recently published revised guidance in the Federal Register concerning the application of § 101. 2019 Revised Patent Subject Matter Eligibility Guidance, 84 Fed. Reg. 50 (January 7, 2019) (hereinafter “Revised Guidance”) (https://www.govinfo.gov/content/pkg/FR-2019-01- 07/pdf/2018-28282.pdf). Under the Revised Guidance, we first look to whether the claim recites: (1) any judicial exceptions, including certain groupings of abstract ideas (i.e., mathematical concepts, certain methods of organizing human activity such as a fundamental economic practice, or mental processes);6 and 6 Referred to as “Revised Step 2A, Prong 1” in the Revised Guidance (hereinafter “Step 2A(i)”). Appeal 2017-011845 Application 13/961,586 8 (2) additional elements that integrate the judicial exception into a practical application (see Manual for Patent Examining Procedure (“MPEP”) §§ 2106.05(a)–(c), (e)–(h)).7 See Revised Guidance 52–53. Only if a claim (1) recites a judicial exception and (2) does not integrate that exception into a practical application, do we then look to whether the claim: (3) adds a specific limitation beyond the judicial exception that is not “well-understood, routine, conventional” in the field (see MPEP § 2106.05(d)); or (4) simply appends well-understood, routine, conventional activities previously known to the industry, specified at a high level of generality, to the judicial exception.8 See Revised Guidance 56. Step 2A(i) – Abstract Idea Informed by our judicial precedent, the Revised Guidance extracts and synthesizes key concepts identified by the courts as abstract ideas to explain that the abstract idea exception includes the following groupings of subject matter, when recited as such in a claim limitation: (a) Mathematical concepts—mathematical relationships, mathematical formulas or equations, mathematical calculations; (b) Certain methods of organizing human activity — fundamental economic principles or practices (including hedging, insurance, mitigating risk); commercial or legal interactions (including agreements in the form of contracts; legal obligations; advertising, marketing or sales activities or 7 Referred to as “Revised Step 2A, Prong 2” in the Revised Guidance (hereinafter “Step 2A(ii)”). 8 Items (3) and (4) continue to be collectively referred to as “Step 2B” of the Supreme Court’s two-step framework, described in Mayo and Alice. Appeal 2017-011845 Application 13/961,586 9 behaviors; business relations); managing personal behavior or relationships or interactions between people (including social activities, teaching, and following rules or instructions); and (c) Mental processes—concepts performed in the human mind (including an observation, evaluation, judgment, opinion). Revised Guidance 52 (footnotes omitted). Under the Revised Guidance, if the claim does not recite a judicial exception (a law of nature, natural phenomenon, or subject matter within the enumerated groupings of abstract ideas above), then the claim is patent eligible at Step 2A(i). This determination concludes the eligibility analysis, except in situations identified in the Revised Guidance.9 However, if the claim recites a judicial exception (i.e., an abstract idea enumerated above, a law of nature, or a natural phenomenon), the claim requires further analysis for a practical application of the judicial exception in Step 2A(ii). Step 2A(ii) – Practical Application If a claim recites a judicial exception in Step 2A(i), we determine whether the recited judicial exception is integrated into a practical application of that exception in Step 2A(ii) by: (a) identifying whether there are any additional elements recited in the claim beyond the judicial exception(s); and (b) evaluating those additional elements individually and 9 In the rare circumstance in which an examiner believes a claim limitation that does not fall within the enumerated groupings of abstract ideas should nonetheless be treated as reciting an abstract idea, the procedure described in of the Guidance for analyzing the claim should be followed. See Revised Guidance, Section III.C. Appeal 2017-011845 Application 13/961,586 10 in combination to determine whether they integrate the exception into a practical application. The seven identified “practical application” sections of the MPEP,10 cited in the Revised Guidance under Step 2A(ii), are: (1) MPEP § 2106.05(a) Improvements to the Functioning of a Computer or To Any Other Technology or Technical Field (2) MPEP § 2106.05(b) Particular Machine (3) MPEP § 2106.05(c) Particular Transformation (4) MPEP § 2106.05(e) Other Meaningful Limitations (5) MPEP § 2106.05(f) Mere Instructions To Apply An Exception (6) MPEP § 2106.05(g) Insignificant Extra-Solution Activity (7) MPEP § 2106.05(h) Field of Use and Technological Environment See Revised Guidance 55. If the recited judicial exception is integrated into a practical application as determined under one or more of the MPEP sections cited above, then the claim is not directed to the judicial exception, and the patent- eligibility inquiry ends. See Revised Guidance 54. If not, then analysis proceeds to Step 2B. 10 See MPEP §§ 2106.05(a)–(c), (e)–(h). Citations to the MPEP herein refer to revision [R-08.2017]. Sections 2106.05(a), (b), (c), and (e) are indicative of integration into a practical application, while §§ 2106.05(f), (g), and (h) relate to limitations that are not indicative of integration into a practical application. Appeal 2017-011845 Application 13/961,586 11 Step 2B – “Inventive Concept” or “Significantly More” Under our reviewing court’s precedent, it is possible that a claim that does not “integrate” a recited judicial exception under Step 2A(ii) is nonetheless patent eligible. For example, the claim may recite additional elements that render the claim patent eligible even though a judicial exception is recited in a separate claim element.11 The Federal Circuit has held claims eligible at the second step of the Alice/Mayo test (USPTO Step 2B) because the additional elements recited in the claims provided “significantly more” than the recited judicial exception (e.g., because the additional elements were unconventional in combination).12 Therefore, if a claim has been determined to be directed to a judicial exception under Revised Step 2A, we must also evaluate the additional elements individually and in combination under Step 2B to determine whether they provide an inventive concept (i.e., whether the additional elements amount to significantly more than the exception itself).13 Under the Revised Guidance, we must consider in Step 2B whether an additional element or combination of elements: (1) “Adds a specific 11 See, e.g., Diehr, 450 U.S. at 187. 12 See, e.g., Amdocs (Isr.), Ltd. v. Openet Telecom, Inc., 841 F.3d 1288, 1300, 1304 (Fed. Cir. 2016); BASCOM Glob. Internet Servs., Inc. v. AT&T Mobility LLC, 827 F.3d 1341, 1349–52 (Fed. Cir. 2016); DDR Holdings, LLC v. Hotels.com, L.P., 773 F.3d 1245, 1257–59 (Fed. Cir. 2014). 13 The patent eligibility inquiry may contain underlying issues of fact. Mortg. Grader, Inc. v. First Choice Loan Servs. Inc., 811 F.3d 1314, 1325 (Fed. Cir. 2016). In particular, “[t]he question of whether a claim element or combination of elements is well-understood, routine and conventional to a skilled artisan in the relevant field is a question of fact.” Berkheimer v. HP Inc., 881 F.3d 1360, 1368 (Fed. Cir. 2018). Appeal 2017-011845 Application 13/961,586 12 limitation or combination of limitations that are not well-understood, routine, conventional activity in the field, which is indicative that an inventive concept may be present;” or (2) “simply appends well-understood, routine, conventional activities previously known to the industry, specified at a high level of generality, to the judicial exception, which is indicative that an inventive concept may not be present.” See Revised Guidance, Section III.B.14 In the Step 2B analysis, an additional element (or combination of elements) is not well-understood, routine or conventional unless the examiner finds an evidentiary basis, and expressly supports a rejection in writing with, one or more of the following: 1. A citation to an express statement in the specification or to a statement made by an applicant during prosecution that demonstrates the well-understood, routine, conventional nature of the additional element(s). . . . 2. A citation to one or more of the court decisions discussed in MPEP § 2106.05(d)(II) as noting the well- understood, routine, conventional nature of the additional element(s). 14 In accordance with existing Step 2B guidance, an Examiner’s finding that an additional element (or combination of elements) is well understood, routine, conventional activity must be supported with at least one of the four specific types of evidence required by the USPTO Berkheimer Memorandum, as shown above. For more information concerning evaluation of well-understood, routine, conventional activity, see MPEP § 2106.05(d), as modified by the USPTO Berkheimer Memorandum (USPTO Commissioner for Patents Memorandum dated Apr. 19, 2018, “Changes in Examination Procedure Pertaining to Subject Matter Eligibility, Recent Subject Matter Eligibility Decision (Berkheimer v. HP, Inc.)” (hereinafter “Berkheimer Memo”). Appeal 2017-011845 Application 13/961,586 13 3. A citation to a publication that demonstrates the well-understood, routine, conventional nature of the additional element(s). . . . 4. A statement that the examiner is taking official notice of the well-understood, routine, conventional nature of the additional element(s). . . . Berkheimer Memo 3–4. If the Examiner or the Board determines under Step 2B that the element (or combination of elements) amounts to significantly more than the exception itself, the claim is eligible, thereby concluding the eligibility analysis. However, if a determination is made that the element and combination of elements do not amount to significantly more than the exception itself, the claim is ineligible under Step 2B, and the claim should be rejected for lack of subject matter eligibility. ANALYSIS Step 1 – Statutory Category Claim 1, as a method (process) claim, recites one of the enumerated categories of eligible subject matter in 35 U.S.C. § 101. Therefore, the issue before us is whether it is directed to a judicial exception without significantly more. Step 2A(i): Does the Claim Recite a Judicial Exception? The Examiner determined that “[c]laims 1 and 20-38 are directed to the abstract idea of assigning quality scores to one or more [s]ales. This is a concept related to commercial practices and can be performed in a human mind or via pen and paper.” Final Act. 8. Appeal 2017-011845 Application 13/961,586 14 First, we look to the Specification to provide context as to what the claimed invention is directed to. In this case, the Specification discloses that the invention “relates generally to sales automation and forecasting systems and, more particularly, to tracking and storing sales data for performance prediction.” Spec. ¶ 1. Appellant’s Abstract describes the invention as: A sales automation system and method, namely a system and method for scoring sales representative performance and forecasting future sales representative performance. These scoring and forecasting techniques can apply to a sales representative monitoring his own performance, comparing himself to others within the organization (or even between organizations using methods described in application), contemplating which job duties are falling behind and which art ahead of schedule, and numerous other related activities. Similarly, with the sales representative providing a full set of performance data, the system is in a position to aid a sales manager identify which sales representatives are behind others and why, as well as help with resource planning should requirements, such as quotas or staffing, change. Spec. ¶ 154 (Abstract). Amdocs Appellant contends “[t]he facts of this case are similar to Amdocs.” App. Br. 8. Appellant further argues: In the present case, the filed specification explains that prior systems “have neglected to use the data naturally collected by the sales automation system to reflect back and help provide the necessary feedback to keep the system accurately tuned.” [Spec. ¶ 6]. The claims utilize that naturally collected data. The specification describes in detail, particularly at FIGS. 15A and 15B, how this data is utilized to keep the system tuned to assign quality scores to deals. The supervised machine learning Appeal 2017-011845 Application 13/961,586 15 employed by the system to keep the system tuned and assign quality scores is an unconventional technological solution to a problem described in the specification. Id. In Amdocs, the Federal Circuit held that claim 1 of the patent at issue is also like the claims in BASCOM because even though the system in the ‘065 patent relies upon some arguably generic limitations, when all limitations are considered individually and as an ordered combination, they provide an inventive concept through the use of distributed architecture. This is similar to the design in BASCOM which permitted the invention to have a filtering tool with the benefits of a filter on a local computer and the benefits of a filter on an ISP server. The benefits in BASCOM were possible because of customizable filtering features at specific locations remote from the user. Similarly, the benefits of the ’065 patent’s claim 1 are possible because of the distributed, remote enhancement that produced an unconventional result—reduced data flows and the possibility of smaller databases. This arrangement is not so broadly described to cause preemption concerns. Instead, it is narrowly circumscribed to the particular system outlined. As in BASCOM, this is a technical improvement over prior art technologies and served to improve the performance of the system itself. Amdocs, 841 F.3d at 1302. We determine Appellant’s reliance upon Amdocs is unavailing because there is no indication that claim 1 on appeal provides unconventional results produced by a distributed, remote enhancement that reduces data flows and allows for the possibility of smaller databases. DDR Holdings Appellant contends the court in DDR Holdings “emphasized that claims that do not preempt every application of an idea, and particularly Appeal 2017-011845 Application 13/961,586 16 claims that provide a technical solution to a technical problem are patent eligible under § 101.” App. Br. 8 (citing DDR Holdings, LLC v. Hotels.com, L.P., 773 F.3d at 1259). Regarding preemption, “[w]hile preemption may signal patent ineligible subject matter, the absence of complete preemption does not demonstrate patent eligibility. . . . Where a patent’s claims are deemed only to disclose patent ineligible subject matter under the Mayo framework, as they are in this case, preemption concerns are fully addressed and made moot.” Ariosa Diagnostics, Inc. v. Sequenom, Inc., 788 F.3d 1371, 1379 (Fed. Cir. 2015); see also OIP Techs., Inc. v. Amazon.com, Inc., 788 F.3d 1359, 1362–63 (Fed. Cir. 2015) (“[T]hat the claims do not preempt all price optimization or may be limited to price optimization in the e-commerce setting do not make them any less abstract.”). Thus, Appellant’s reliance upon DDR Holdings and lack of preemption is not persuasive.15 Appellant further argues, “[s]everal of the claims have never faced a § 102 or § 103 rejection.” App. Br. 9. In response, we note the Supreme Court emphasizes, “[t]he ‘novelty’ of any element or steps in a process, or even of the process itself, is of no relevance in determining whether the subject matter of a claim falls within the § 101 categories of possibly patentable subject matter.” Diehr, 450 U.S. 15 Appellant makes further arguments regarding the lack of preemption necessitating a conclusion that the claims are not abstract. App. Br. 8–9 (citing McRO, Inc. v. Bandai Namco Games Am. Inc., 837 F.3d 1299 (Fed. Cir. 2016)). We are similarly not persuaded that the lack of complete preemption renders the claims patent eligible. Appeal 2017-011845 Application 13/961,586 17 at 188–89 (emphasis added). Our reviewing court further guides that “[e]ligibility and novelty are separate inquiries.” Two-Way Media Ltd. v. Comcast Cable Commc’ns, LLC, 874 F.3d 1329, 1340 (Fed. Cir. 2017); see also Affinity Labs of Tex., LLC v. DIRECTV, LLC, 838 F.3d 1253, 1263 (Fed. Cir. 2016) (holding that “[e]ven assuming” that a particular claimed feature was novel does not “avoid the problem of abstractness”). Thus, we are not persuaded by Appellant’s arguments. In TABLE 1 below, we identify in italics the specific claim limitations that we conclude recite an abstract idea. We additionally identify in bold the additional (non-abstract) claim limitations that represent generic computer components and techniques (bracketed reference letters added to limitations for reference): TABLE 1 Independent Claim 1 Revised Guidance A sales automation method comprising: A process (method) is a statutory subject matter class. See 35 U.S.C. § 101. [a] providing, by a computer, a repository of learned sales data profiles and profiles representing goal sales of one or more top- performing sales persons and a repository of raw sales data, wherein the learned sales data profiles are modeled from one or more raw sales records; Receiving or providing information, i.e., data gathering, is insignificant extra-solution activity. Revised Guidance 55, n.31. [b] extracting, by the computer, raw sales data, learned sales data, and sales data representing the goal Receiving or extracting information, i.e., data gathering, is insignificant extra-solution activity. Revised Guidance 55, n.31. Appeal 2017-011845 Application 13/961,586 18 Independent Claim 1 Revised Guidance sales of the one or more top- performing sales persons; [c] defining, by the computer, a sales pipeline having a construct of a series of stages thereby defining a sales strategy where each stage is assigned a conversion rate and assumed value potential, and wherein the sales pipeline includes one or more deals; “[D]efining . . . a sales pipeline [and] a sales strategy” is an abstract idea, i.e., an observation, evaluation, judgment, opinion which could be performed as a mental process. See Revised Guidance 52. See also Spec. ¶ 115 (“A sales pipeline is an abstract construct consisting of series of ‘stages’. At each stage a set of tasks is to be performed by the sales representative.”). [d] correlating, by the computer, the raw sales data among the series of stages based on a respective task; “Correlating” is an abstract idea, i.e., an observation, evaluation, judgment, opinion which could be performed as a mental process. See Revised Guidance 52. [e] correlating, by the computer, the learned sales data among the series of stages based on the respective task; “Correlating” is an abstract idea, i.e., an observation, evaluation, judgment, opinion which could be performed as a mental process. See Revised Guidance 52. [f] correlating, by the computer, the sales data representing the goal sales of the one or more top- performing sales persons among the series of stages based on the respective task; “Correlating” is an abstract idea, i.e., an observation, evaluation, judgment, opinion which could be performed alternatively as a mental process. See Revised Guidance 52. [g] developing, by the computer, a predictive model of the conversion rate of the sales strategy based on the correlating of the learned sales data and the correlating of the sales data representing the goal sales of “[D]eveloping . . . a predictive model” is an abstract idea, i.e., a concept performed in the human mind, including an observation, evaluation, judgment, opinion which could be performed as a Appeal 2017-011845 Application 13/961,586 19 Independent Claim 1 Revised Guidance the one or more top-performing sales persons; mental process. See Revised Guidance 52. [h] developing, by the computer, a raw predictive model based on applying the predictive model to the correlated raw sales data; “[D]eveloping . . . a raw predictive model” is an abstract idea, i.e., a concept performed in the human mind, including an observation, evaluation judgment, opinion which could be performed as a mental process. See Revised Guidance 52. [i] learning, by the computer, using a supervised machine learning algorithm, a classification system for assigning quality scores to the one or more deals using characteristics of the one or more deals based on the raw predictive model; and “[L]earning . . . a classification system” is an abstract idea, i.e., a concept performed in the human mind, including an observation, evaluation, judgment, opinion which could be performed as a mental process. See Revised Guidance 52. [j] assigning, by the computer, a quality score to a deal from the one or more deals based on the learned classification system. “[A]ssigning . . . a quality score” is an abstract idea, i.e., a concept performed in the human mind, including an observation, evaluation, judgment, opinion which could be performed as a mental process. See Revised Guidance 52. Claims App. We determine that, overall, claim 1 recites mental processes that may be carried out in the human mind, and which also may be performed using pen and paper. This type of activity, i.e., sales scoring and forecasting, as recited as a whole in limitations (a) through (j), for example, includes longstanding conduct that existed well before the advent of computers and the Internet, and could be carried out by a human with pen and paper. See Appeal 2017-011845 Application 13/961,586 20 CyberSource Corp. v. Retail Decisions, Inc., 654 F.3d 1366, 1375 (Fed. Cir. 2011) (“That purely mental processes can be unpatentable, even when performed by a computer, was precisely the holding of the Supreme Court in Gottschalk v. Benson.”).16 Thus, under Step 2A(i), we agree with the Examiner that claim 1’s sales automation method is a judicial exception. We conclude claim 1, under our Revised Guidance, recites a judicial exception of sales scoring and forecasting, i.e., mental processes, and thus an abstract idea. Step 2A(ii): Judicial Exception Integrated into a Practical Application? If the claims are directed to a patent-ineligible concept, as we conclude above, we proceed to the “practical application” Step 2A(ii), in which we determine whether the recited judicial exception is integrated into a practical application of that exception by: (a) identifying whether there are any additional elements recited in the claim beyond the judicial exception(s); and (b) evaluating those additional elements individually and in combination 16 Our reviewing court recognizes that “[a]n abstract idea can generally be described at different levels of abstraction.” Apple, Inc. v. Ameranth, Inc., 842 F.3d 1229, 1240 (Fed. Cir. 2016). That need not and, in this case does not, “impact the patentability analysis.” Id. at 1241. Further, “[t]he Board’s slight revision of its abstract idea analysis does not impact the patentability analysis.” Id. Moreover, merely combining several abstract ideas does not render the combination any less abstract. RecogniCorp, LLC v. Nintendo Co., 855 F.3d 1322, 1327 (Fed. Cir. 2017) (“Adding one abstract idea (math) to another abstract idea . . . does not render the claim non-abstract.”); see also FairWarning IP, LLC v. Iatric Sys., Inc., 839 F.3d 1089, 1093–94 (Fed. Cir. 2016) (determining the pending claims were directed to a combination of abstract ideas). Appeal 2017-011845 Application 13/961,586 21 to determine whether they integrate the exception into a practical application. As to the specific limitations, we find limitations [a] and [b] recite insignificant data gathering. See MPEP § 2106.05(g). Data gathering, as performed by the steps or function in Appellant’s claims, is a classic example of insignificant extra-solution activity. See, e.g., In re Bilski, 545 F.3d 943, 963 (Fed. Cir. 2008) (en banc), aff’d sub nom, Bilski v. Kappos, 561 U.S. 593 (2010). With respect to this prong of the analysis, Appellant argues the lack of preemption provides clear evidence that the claims require “significantly more” than the alleged abstract idea in contradiction to the assertions made in the Final Office Action . . . . More specifically, the claims contain several elements that specifically show a patent-eligible application of the alleged abstract idea, such as “developing a predictive model of the conversion rate of the sales strategy based on the correlating of the learned sales data and the correlating of the sales data representing the goal sales of the one or more top-performing sales persons,” “developing a raw predictive model based on applying the predictive model to the correlated raw sales data,” “learning, using a supervised machine learning algorithm, a classification system for assigning quality scores to the one or more deals using characteristics of the one or more deals based on the raw predictive model,” and “assigning a quality score to a deal from the one or more deals based on the learned classification system.” These elements ensure that the claims do not preempt other applications of the alleged abstract idea. App. Br. 9. Appeal 2017-011845 Application 13/961,586 22 From our analysis above (Step 2A(i)), we conclude the limitations cited by Appellant above are mere recitations of abstract ideas carried out by a generic computer. On this record, we are of the view that Appellant’s claims do not operate the recited generic computer components, i.e., a “computer” and a “repository” in an unconventional manner to achieve an improvement in computer functionality. See MPEP § 2106.05(a). We find each of the limitations of claim 1 recites abstract ideas or data gathering as identified in Step 2A(i), supra, and none of the limitations integrates the judicial exception into a practical application as determined under one or more of the MPEP sections cited above. The claim as a whole merely uses instructions to implement the abstract idea on a computer or, alternatively, merely uses a computer as a tool to perform the abstract idea. Under analogous circumstances, the Federal Circuit has held that “[t]his is a quintessential ‘do it on a computer’ patent: it acknowledges that [such] data . . . was previously collected, analyzed, manipulated, and displayed manually, and it simply proposes doing so with a computer. We have held such claims are directed to abstract ideas.” Univ. of Fla. Research Found., Inc. v. Gen. Elec. Co., 916 F.3d 1363, 1367 (Fed. Cir. 2019); see also Elec. Power Grp., LLC v. Alstom S.A., 830 F.3d 1350, 1351 (Fed. Cir. 2016) (“Though lengthy and numerous, the claims do not go beyond requiring the collection, analysis, and display of available information in a particular field, stating those functions in general terms, without limiting them to technical means for performing the functions that are arguably an advance over conventional computer and network technology.”). Appeal 2017-011845 Application 13/961,586 23 Therefore, on this record, Appellant has not shown an improvement or practical application under the guidance of MPEP section 2106.05(a) (“Improvements to the Functioning of a Computer or to Any Other Technology or Technical Field”) or section 2106.05(e) (“Other Meaningful Limitations”). Nor does Appellant advance any arguments in the Briefs that are directed to the Bilski machine-or-transformation test. See MPEP §§ 2106.05(b) (“Particular Machine”) and 2106.05(c) (“Particular Transformation”). Accordingly, we conclude the judicial exception is not integrated into a practical application, and thus the claim is directed to the judicial exception. Step 2B – “Inventive Concept” or “Significantly More” If the claims are directed to a a judicial exception and not integrated into a practical application, as we conclude above, we proceed to the “inventive concept” step. For Step 2B we must “look with more specificity at what the claim elements add, in order to determine ‘whether they identify an “inventive concept” in the application of the ineligible subject matter’ to which the claim is directed.” Affinity Labs, 838 F.3d at 1258 (quoting Elec. Power Grp., 830 F.3d at 1353). In applying step two of the Alice analysis, our reviewing court guides we must “determine whether the claims do significantly more than simply describe [the] abstract method” and thus transform the abstract idea into patentable subject matter. Ultramercial, Inc. v. Hulu, LLC, 772 F.3d 709, 715 (Fed. Cir. 2014). We look to see whether there are any “additional features” in the claims that constitute an “inventive concept,” thereby Appeal 2017-011845 Application 13/961,586 24 rendering the claims eligible for patenting even if they are directed to an abstract idea. Alice, 573 U.S. at 221. Those “additional features” must be more than “well-understood, routine, conventional activity.” Mayo, 566 U.S. at 79. Limitations referenced in Alice that are not enough to qualify as “significantly more” when recited in a claim with an abstract idea include, as non-limiting or non-exclusive examples: adding the words “apply it” (or an equivalent) with an abstract idea17; mere instructions to implement an abstract idea on a computer18; or requiring no more than a generic computer to perform generic computer functions that are well-understood, routine and conventional activities previously known to the industry.19 The patent-eligibility inquiry may contain underlying issues of fact. Mortg. Grader, 811 F.3d at 1325. In particular, “[t]he question of whether a claim element or combination of elements is well-understood, routine and conventional to a skilled artisan in the relevant field is a question of fact.” Berkheimer, 881 F.3d at 1368. As evidence of the conventional nature of the recited “computer” and “repository” in claim 1, the Specification discloses: Unless specifically stated otherwise as apparent from the following discussions, terms such as “processing” or “computing” or “calculating” or “determining” or “displaying’’ or the like, refer to the action and processes of a computer 17 Alice, 573 U.S. at 221–23. 18 Alice, 573 U.S. at 222–23, e.g., simply implementing a mathematical principle on a physical machine, namely a computer (citing Mayo, 566 U.S. at 84–85). 19 Alice, 573 U.S. at 225, e.g., using a computer to obtain data, adjust account balances, and issue automated instructions. Appeal 2017-011845 Application 13/961,586 25 system, or similar computing device, that manipulates and transforms data represented as physical (e.g., electronic) quantities within the computer system’s registers and memories into other data similarly represented as physical quantities within the computer system memories or registers or other such information storage, transmission or display devices. Spec. ¶ 47. The Specification further discloses: FIGs. 15-19 are flowcharts illustrating methods according to various embodiments of the invention. The methods to be performed by the embodiments may constitute computer programs made up of computer-executable instructions. Describing the methods by reference to a flowchart enables one skilled in the art to develop such programs including such instructions to carry out the method on suitable processors (the processor or processors of the computer executing the instructions from computer-readable media such as ROM, RAM, CD-ROM, DVD-ROM, flash memories, hard drives . . . . Spec. ¶ 70. Thus, because the Specification describes the additional elements in general terms, without describing the particulars, we conclude the claim limitations may be broadly but reasonably construed as reciting conventional computer components and techniques, particularly in light of Appellant’s Specification, as quoted above.20 The MPEP, based upon our precedential guidance, provides additional considerations with respect to analysis of the well-understood, routine, and conventional nature of the claimed computer-related components. 20 Claim terms are to be given their broadest reasonable interpretation, as understood by those of ordinary skill in the art and taking into account whatever enlightenment may be had from the Specification. In re Morris, 127 F.3d 1048, 1054 (Fed. Cir. 1997). Appeal 2017-011845 Application 13/961,586 26 Another consideration when determining whether a claim recites significantly more than a judicial exception is whether the additional elements amount to more than a recitation of the words “apply it” (or an equivalent) or are more than mere instructions to implement an abstract idea or other exception on a computer. As explained by the Supreme Court, in order to transform a judicial exception into a patent-eligible application, the additional element or combination of elements must do “‘more than simply stat[e] the [judicial exception] while adding the words ‘apply it’”. Alice Corp. v. CLS Bank, 573 U.S. __, 134 S. Ct. 2347, 2357, 110 USPQ2d 1976, 1982-83 (2014) (quoting Mayo Collaborative Servs. v. Prometheus Labs., Inc., 566 U.S. 66, 72, 101 USPQ2d 1961, 1965). Thus, for example, claims that amount to nothing more than an instruction to apply the abstract idea using a generic computer do not render an abstract idea eligible. Alice Corp., 134 S. Ct. at 2358, 110 USPQ2d at 1983. See also 134 S. Ct. at 2389, 110 USPQ2d at 1984 (warning against a § 101 analysis that turns on “the draftsman’s art”) . . . . In Alice Corp., the claim recited the concept of intermediated settlement as performed by a generic computer. The Court found that the recitation of the computer in the claim amounted to mere instructions to apply the abstract idea on a generic computer. 134 S. Ct. at 2359-60, 110 USPQ2d at 1984. The Supreme Court also discussed this concept in an earlier case, Gottschalk v. Benson, 409 U.S. 63, 70, 175 USPQ 673, 676 (1972), where the claim recited a process for converting binary-coded-decimal (BCD) numerals into pure binary numbers. The Court found that the claimed process had no substantial practical application except in connection with a computer. Benson, 409 U.S. at 71-72, 175 USPQ at 676. The claim simply stated a judicial exception (e.g., law of nature or abstract idea) while effectively adding words that “apply it” in a computer. Id. MPEP § 2106.05(f) (“Mere Instructions To Apply An Exception”) . Evaluating representative claim 1 under step 2 of the Alice analysis, we conclude it lacks an inventive concept that transforms the abstract idea Appeal 2017-011845 Application 13/961,586 27 into a patent-eligible application of that abstract idea because the recited additional limitations are simply not enough to transform the patent- ineligible abstract idea here into a patent-eligible invention under Step 2B. See Alice, 573 U.S. at 221 (“[C]laims, which merely require generic computer implementation, fail to transform [an] abstract idea into a patent- eligible invention.”). We conclude the claims fail the Step 2B analysis because claim 1, in essence, merely recites various computer-based elements along with no more than mere instructions to implement the identified abstract idea using the computer-based elements. Therefore, in light of the foregoing, we conclude, under the Revised Guidance, that each of Appellant’s claims 1 and 20–38, considered as a whole, is directed to a patent-ineligible abstract idea that is not integrated into a practical application and does not include an inventive concept. Accordingly, we sustain the Examiner’s § 101 rejection of independent claim 1, and grouped claims 20–38 which fall therewith. See Claim Grouping, supra. REPLY BRIEF To the extent Appellant may advance new arguments in the Reply Brief (Reply Br. 2–5) not in response to a shift in the Examiner’s position in the Answer, arguments raised in a Reply Brief that were not raised in the Appeal Brief or are not responsive to arguments raised in the Examiner’s Answer will not be considered except for good cause (see 37 C.F.R. § 41.41(b)(2)), which Appellant has not shown. Appeal 2017-011845 Application 13/961,586 28 CONCLUSION Under our Revised Guidance, governed by relevant case law, claims 1 and 20–38 are patent-ineligible under 35 U.S.C. § 101, and we sustain the rejection. DECISION SUMMARY Claims Rejected Basis 35 U.S.C. § Affirmed Reversed 1, 20–38 101 1, 20–38 FINALITY AND RESPONSE No time period for taking any subsequent action in connection with this appeal may be extended under 37 C.F.R. § 1.136(a)(1)(iv). See 37 C.F.R. § 41.50(f). AFFIRMED Copy with citationCopy as parenthetical citation