{"id":31837,"date":"2024-01-30T14:52:27","date_gmt":"2024-01-30T14:52:27","guid":{"rendered":"https:\/\/imnovation.acciona.com\/retos\/natural-language-processing-para-la-mejora-de-la-satisfaccion-del-inversor-y-la-calidad-del-servicio\/"},"modified":"2025-05-12T11:23:35","modified_gmt":"2025-05-12T11:23:35","slug":"language-processing-improvement-investor-satisfaction","status":"publish","type":"retos","link":"https:\/\/imnovation.acciona.com\/en\/challenges\/language-processing-improvement-investor-satisfaction\/","title":{"rendered":"Language Processing for the improvement of investor satisfaction"},"content":{"rendered":"\r\n\r\n<div class=\"module module-hero-circle\">\r\n    \r\n<nav class=\"breadcrumbs\" aria-label=\"breadcrumbs\">\r\n    <div class=\"grid\">\r\n        <div class=\"grid-container\">\r\n            <div class=\"breadcrumbs-content\">\r\n                <div class=\"breadcrumbs-left label--m\"><span><a rel=\"nofollow\" href=\"https:\/\/imnovation.acciona.com\/en\/\" rel=\"v:url\" title=\"Home\" class=\"link label--m\">&nbsp;Home<\/a><\/span><\/div>\r\n                                        <a id=\"back\" class=\"back link label--m\" href=\"javascript:history.go(-1)\" title=\"Back\" >\r\n                          <svg width=\"12\" height=\"12\" viewBox=\"0 0 12 12\" fill=\"none\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"><path d=\"M8 10L4 6L8 2\" stroke=\"white\"><\/path><\/svg>                          <span>Back<\/span>\r\n                      <\/a>\r\n                  \r\n\r\n            <\/div>\r\n        <\/div>\r\n    <\/div>\r\n<\/nav>\r\n\r\n    <div class=\"ods\">\r\n    <ul>\r\n                                            \r\n                \r\n                \r\n                \r\n                                                        <li style=\"width:60px; height:60px;\"><img loading=\"lazy\" decoding=\"async\" src=\"https:\/\/cdn-imnov.comun-pro.eu-west-1-aws.cloud-acc.net\/wp-content\/uploads\/2022\/03\/30111225\/E-WEB-Goal-17.svg\" width=\"60\" height=\"60\" alt=\"17 PARTNERSHIPS FOR THE GOALS\"><\/li>\r\n                              \r\n\r\n                \r\n                                    <\/ul>\r\n<\/div>\r\n\r\n    \r\n<div class=\"image-wrapper\">\r\n                <picture>\r\n            <source media=\"(max-width: 1023px)\" srcset=\"https:\/\/cdn-imnov.comun-pro.eu-west-1-aws.cloud-acc.net\/wp-content\/uploads\/2024\/01\/30153309\/inversores2-scaled-aspect-ratio-2000-1024-1-1024x524.jpg\">\r\n            <img loading=\"lazy\" decoding=\"async\" src=\"https:\/\/cdn-imnov.comun-pro.eu-west-1-aws.cloud-acc.net\/wp-content\/uploads\/2024\/01\/30153309\/inversores2-scaled-aspect-ratio-2000-1024-1-scaled.jpg\" width=\"2560\" height=\"1309\" alt=\"\" >\r\n        <\/picture>\r\n    <\/div>\r\n\r\n    <div class=\"content\">\r\n        <div class=\"page-title show\">\r\n            \r\n\r\n\r\n                <img decoding=\"async\" style=\"width:40px;height=40px;\" src=\"https:\/\/cdn-imnov.comun-pro.eu-west-1-aws.cloud-acc.net\/wp-content\/uploads\/2022\/04\/30111347\/soluciones_financieras.svg\" alt=\"\" width=\"\" height=\"40\" \/>\r\n                <h2 class=\"title--s\">\r\n                Language Processing for the improvement of investor satisfaction            <\/h2>\r\n        <\/div>\r\n\r\n        <div class=\"inner-wrapper\">\r\n            *********inherits\r\n\r\n\r\n    \r\n\r\n\r\n                            \r\n                \r\n                            \r\n                    \r\n                \r\n                    \r\n                \r\n                    \r\n                \r\n                    \r\n                            \r\n                    \r\n<div class=\"phase-wrapper\">\r\n    <div class=\"phase-content\" data-phase=\"1\">\r\n    <div class=\"label--m\">January 22<\/div>\r\n    <h2 class=\"title--s\">OPEN CALL<\/h2>\r\n    <p class=\"body--m\">I\u2019MNOVATION 2024 is here! Check out the open challenges and sign up.<\/p>\r\n<\/div>\r\n<div class=\"phase-content\" data-phase=\"2\">\r\n    <div class=\"label--m\">February 29<\/div>\r\n    <h2 class=\"title--s\">END OF INSCRIPTIONS<\/h2>\r\n    <p class=\"body--m\">Haven\u2019t applied yet, run! The deadline for applications is February 29th.<\/p>\r\n<\/div>\r\n<div class=\"phase-content\" data-phase=\"3\">\r\n    <div class=\"label--m\">May 17<\/div>\r\n    <h2 class=\"title--s\">SELECTION DAY<\/h2>\r\n    <p class=\"body--m\">The finalist startups will pitch to a committee that will decide the winner. This startup will develop a pilot in a real environment for 6 months with us.<\/p>\r\n<\/div>\r\n<div class=\"phase-content\" data-phase=\"4\">\r\n    <div class=\"label--m\">December 11<\/div>\r\n    <h2 class=\"title--s\">DEMO DAY<\/h2>\r\n    <p class=\"body--m\">Each team will present the results obtained to the decision committee that will evaluate the continuity and scaling of the program.<\/p>\r\n<\/div>\r\n<\/div>\r\n\r\n<svg width=\"392\" height=\"398\" viewBox=\"0 0 392 398\" fill=\"none\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\">\r\n    <path class=\"path-light\" d=\"M293.736 16.1455C351.889 49.8959 390.996 112.841 390.996 184.919C390.996 292.615 303.692 379.919 195.996 379.919C88.3013 379.919 0.99707 292.615 0.99707 184.919C0.99707 113.009 39.9214 50.1901 97.85 16.3826\" stroke=\"white\"><\/path>\r\n    <path class=\"path-dark\" d=\"M293.736 16.1455C351.889 49.8959 390.996 112.841 390.996 184.919C390.996 292.615 303.692 379.919 195.996 379.919C88.3013 379.919 0.99707 292.615 0.99707 184.919C0.99707 113.009 39.9214 50.1901 97.85 16.3826\" stroke=\"red\"><\/path>\r\n    <circle class=\"circle-ball is-active\" data-phase=\"4\" cx=\"98.2051\" cy=\"16.4141\" r=\"2.5\" transform=\"rotate(30 98.2051 16.4141)\" fill=\"white\"><\/circle>\r\n    <circle class=\"circle-small\" data-phase=\"4\" data-stroke=\"0\" opacity=\"0.01\" cx=\"97.7883\" cy=\"16.7867\" r=\"12.2894\" transform=\"rotate(30 97.7883 16.7867)\" fill=\"white\"><\/circle>\r\n    <circle class=\"circle-ball \" data-phase=\"3\" cx=\"21.2041\" cy=\"272.415\" r=\"2.5\" transform=\"rotate(30 21.2041 272.415)\" fill=\"white\"><\/circle>\r\n    <circle class=\"circle-small\" data-phase=\"3\" data-stroke=\"292\" opacity=\"0.01\" cx=\"20.7873\" cy=\"272.788\" r=\"12.2894\" transform=\"rotate(30 20.7873 272.788)\" fill=\"white\"><\/circle>\r\n    <circle class=\"circle-ball \" data-phase=\"2\" cx=\"370.204\" cy=\"272.415\" r=\"2.5\" transform=\"rotate(30 370.204 272.415)\" fill=\"white\"><\/circle>\r\n    <circle class=\"circle-small\" data-phase=\"2\" data-stroke=\"730\" opacity=\"0.01\" cx=\"369.787\" cy=\"272.788\" r=\"12.2894\" transform=\"rotate(30 369.787 272.788)\" fill=\"white\"><\/circle>\r\n    <circle class=\"circle-ball \" data-phase=\"1\" cx=\"293.204\" cy=\"16.4151\" r=\"2.5\" transform=\"rotate(30 293.204 16.4151)\" fill=\"white\"><\/circle>\r\n    <circle class=\"circle-small\" data-phase=\"1\" data-stroke=\"1020\" opacity=\"0.01\" cx=\"292.787\" cy=\"16.7877\" r=\"12.2894\" transform=\"rotate(30 292.787 16.7877)\" fill=\"white\"><\/circle>\r\n<\/svg>\r\n\r\n\r\n\r\n<div class=\"text-phase total-4-fases\" data-phase=\"1\" data-phase-align=\"top-right\">\r\n    <div class=\"label--m\" data-mobile=\"22\/01\"><span><\/span><\/div>\r\n<\/div>\r\n\r\n\r\n<div class=\"text-phase total-4-fases\" data-phase=\"2\" data-phase-align=\"right\">\r\n    <div class=\"label--m\" data-mobile=\"29\/02\"><span><\/span><\/div>\r\n<\/div>\r\n\r\n\r\n<div class=\"text-phase total-4-fases\" data-phase=\"3\" data-phase-align=\"left\">\r\n    <div class=\"label--m\" data-mobile=\"17\/05\"><span><\/span><\/div>\r\n<\/div>\r\n\r\n\r\n<div class=\"text-phase total-4-fases\" data-phase=\"4\" data-phase-align=\"top-left\">\r\n    <div class=\"label--m\" data-mobile=\"11\/12\"><span><\/span><\/div>\r\n<\/div>\r\n        <\/div>\r\n    <\/div>\r\n<\/div>\r\n\r\n\r\n\r\n\n\n\r\n\r\n<div class=\"module-hero-circle-bottom\">\r\n    <div class=\"grid\">\r\n        <div class=\"grid full-width grid-left\">\r\n\r\n            <div class=\"col\">\r\n        <input class=\"js-challenge-page-url\"\r\n           type=\"hidden\"\r\n           name=\"challenge_page_url\"\r\n           value=\"https:\/\/imnovation.acciona.com\/en\/challenges-list\/\"\r\n    >\r\n\r\n    <div class=\"js-status-wrapper\">\r\n                    <a href=\"https:\/\/imnovation.acciona.com\/en\/challenges-list\/?status=closed\"\r\n            class=\"label--tag is-ended\">\r\n                <span class=\"label--m\">\r\n                    Finalized                <\/span>\r\n            <\/a>\r\n            <\/div>\r\n<\/div>\r\n\r\n                <div class=\"col\">\r\n        <div class=\"title--tag\">SOLUTIONS<\/div>\r\n        <div class=\"label--m\">\r\n            <!-- <a href=\"https:\/\/imnovation.acciona.com\/en\/solucion\/financial\/\"> -->\r\n                Financial            <!-- <\/a> -->\r\n                            <!-- <a href=\"\"><\/a> -->\r\n                    <\/div>\r\n    <\/div>\r\n\r\n            \r\n<div class=\"col\">\r\n    <div class=\"title--tag\">DURATION<\/div>\r\n    <div class=\"label--m\">\r\n        6\r\n        MONTHS    <\/div>\r\n<\/div>\r\n            \r\n\r\n  <div class=\"col\">\r\n      <div class=\"title--tag\">PROGRAM<\/div>\r\n      <div class=\"label--m\">\r\n                                <a href=\"https:\/\/imnovation.acciona.com\/en\/initiatives\/imnovation-2024\/\">I&#8217;MNOVATION 2024<\/a>                      <\/div>\r\n  <\/div>\r\n\r\n\r\n            \r\n<div class=\"col\">\r\n\r\n    <div class=\"title--tag\">LOCATION<\/div>\r\n    <div class=\"label--m\">\r\n                            <a class=\"label--m\" href=\"https:\/\/imnovation.acciona.com\/en\/challenges-list\/?location=remote\">Remote<\/a>\r\n        \r\n            <\/div>\r\n<\/div>\r\n\r\n            \r\n<div class=\"col\">\r\n\r\n        <div class=\"title--tag\">BUDGET<\/div>\r\n    <div class=\"label--m\">\r\n        50 000        EUR \u20ac    <\/div>\r\n<\/div>\r\n\r\n            \r\n    \r\n                    <div class=\"col\">\r\n                <div class=\"title--tag\">CAN REGISTER<\/div>\r\n                <div class=\"label--m\">\r\n                                                                                            <a href=\"https:\/\/imnovation.acciona.com\/en\/challenges-list\/?candidate=start-ups\">\r\n                                Start-Ups                            <\/a>\r\n                            ,                                                    <a href=\"https:\/\/imnovation.acciona.com\/en\/challenges-list\/?candidate=scaleups\">\r\n                                Scaleups                            <\/a>\r\n                            ,                                                    <a href=\"https:\/\/imnovation.acciona.com\/en\/challenges-list\/?candidate=spinoffs\">\r\n                                Spinoffs                            <\/a>\r\n                            ,                                                    <a href=\"https:\/\/imnovation.acciona.com\/en\/challenges-list\/?candidate=centros-id\">\r\n                                Centros I+D                            <\/a>\r\n                            ,                                                    <a href=\"https:\/\/imnovation.acciona.com\/en\/challenges-list\/?candidate=universidades\">\r\n                                Universidades                            <\/a>\r\n                                                                                        <\/div>\r\n            <\/div>\r\n        \r\n\r\n\r\n    \r\n\r\n            \r\n\r\n    <div class=\"col\">\r\n        <div class=\"title--tag\">More information<\/div>\r\n\r\n                                                                                        <a class=\"label--m\" href=\"https:\/\/cdn-imnov.comun-pro.eu-west-1-aws.cloud-acc.net\/wp-content\/uploads\/2024\/01\/30140917\/IMNOVATION24_Legal-Rules-for-Participating-1.pdf\" target=\"_blank\">\r\n                                                    Legal rules for participation                                                <svg width=\"14\" height=\"14\" viewBox=\"0 0 14 14\" fill=\"none\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"><path d=\"M10 9L7 12L4 9\" stroke=\"#FF0000\" stroke-width=\"0.7\"><\/path><path d=\"M7 12V4\" stroke=\"#FF0000\" stroke-width=\"0.7\"><\/path><\/svg>                    <\/a>\r\n                                    \r\n                                                    <\/div>\r\n\r\n        <\/div>\r\n\r\n        \r\n\r\n<div class=\"grid full-width grid-right\">\r\n  <div class=\"col col--download\">\r\n\r\n        <div class=\"js-countdown-wrapper\">\r\n      <div class=\"title--tag\">BUDGET<\/div><div class=\"title--s\">50 000 EUR \u20ac<\/div>    <\/div>\r\n  <\/div>\r\n<\/div>\r\n    <\/div>\r\n<\/div>\r\n\r\n\n\n<div class=\"module-accordion-destacado module is-white faq-min_ is-white\">\r\n\r\n        <div class=\"grid\">\r\n        <div class=\"grid-container\">\r\n            <h2 class=\"title--tag\">\r\n                            <\/h2>\r\n        <\/div>\r\n    <\/div>\r\n\r\n    <div class=\"grid sections\">\r\n        <div class=\"column-wrapper\">\r\n        \r\n            \r\n            \r\n            \r\n                <div class=\"tab\">\r\n                    <input type=\"checkbox\" id=\"faq-min-chck_acc_dest_1_default\" checked=\"true\" >\r\n                    <label class=\"grid tab-label\" for=\"faq-min-chck_acc_dest_1_default\">\r\n                        <div class=\"label--m\">1<\/div>\r\n                                                    <h3 class=\"title--m\" data-attribute=\"Context\">\r\n                                <span>Context<\/span>\r\n                                <div class=\"arrows\"><svg width=\"40\" height=\"40\" viewBox=\"0 0 40 40\" fill=\"none\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"><path d=\"M35 12.5L20 27.5L5 12.5\" stroke=\"#FF0000\"><\/path><\/svg><svg width=\"40\" height=\"40\" viewBox=\"0 0 40 40\" fill=\"none\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"><path d=\"M5 27.5L20 12.5L35 27.5\" stroke=\"#FF0000\"><\/path><\/svg><\/div>\r\n                            <\/h3>\r\n                        \r\n                    <\/label>\r\n                    <div class=\"tab-content\">\r\n                        <div class=\"grid full-width\">\r\n                            <div class=\"grid-container\">\r\n\r\n                                <div class=\"module-wysiwyg \">\r\n                                    <div class=\"grid\">\r\n                                        <div class=\"grid-container\">\r\n                                            <p>BESTINVER is the independent fund and retirement management company belonging to ACCIONA Group. With over 35 years of experience and 6 billion euros in assets under management, we work with the aim of generating long-term returns for our more than 46,000 investors.<\/p>\n<p>Currently, BESTINVER has a customer knowledge and business intelligence model, although we are constantly searching for more innovative models that allow us to continue increasing investor satisfaction and improving their experience through a relationship model more tailored to their needs<\/p>\n<p><u>Investor relationship model<\/u><\/p>\n<p>Today, our investor relationship model is based on providing support throughout their lifecycle. To achieve this, we have an Investor Relations team responsible for staying in contact with them and keeping them informed about the progress of their investments.<\/p>\n<p>Additionally, we have a service matrix that defines the minimum number of contacts an investor will receive annually based on their characteristics.<\/p>\n<p>After each interaction, the Investor Relations team records the most relevant information discussed during the conversation with the investor in our Investor Management tool (CRM). This ensures that we have a record of the entire history of conversations held with the investor.<\/p>\n                                        <\/div>\r\n                                    <\/div>\r\n                                <\/div>\r\n\r\n                            <\/div>\r\n                        <\/div>\r\n                    <\/div>\r\n                <\/div>\r\n\r\n                <div class=\"tab\">\r\n                    <input type=\"checkbox\" id=\"faq-min-chck_acc_dest_2_default\" >\r\n                    <label class=\"grid tab-label\" for=\"faq-min-chck_acc_dest_2_default\">\r\n                        <div class=\"label--m\">2<\/div>\r\n                                                    <h3 class=\"title--m\" data-attribute=\"Opportunity\">\r\n                                <span>Opportunity<\/span>\r\n                                <div class=\"arrows\"><svg width=\"40\" height=\"40\" viewBox=\"0 0 40 40\" fill=\"none\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"><path d=\"M35 12.5L20 27.5L5 12.5\" stroke=\"#FF0000\"><\/path><\/svg><svg width=\"40\" height=\"40\" viewBox=\"0 0 40 40\" fill=\"none\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"><path d=\"M5 27.5L20 12.5L35 27.5\" stroke=\"#FF0000\"><\/path><\/svg><\/div>\r\n                            <\/h3>\r\n                                            <\/label>\r\n                    <div class=\"tab-content\">\r\n                        <div class=\"grid full-width\">\r\n                            <div class=\"grid-container\">\r\n\r\n                                <div class=\"module-wysiwyg \">\r\n                                    <div class=\"grid\">\r\n                                        <div class=\"grid-container\">\r\n                                            <p>BESTINVER aims to increase customer satisfaction levels and enhance the quality of service provided, taking into account investor needs based on our interactions with them. This will primarily help us to:<\/p>\n<ul>\n<li><strong>Improve satisfaction levels<\/strong> by adapting the service matrix based on investor needs (e.g., increasing or decreasing the service level if requested during conversations).<\/li>\n<li><strong>Optimize the investor relationship model<\/strong>, leading to better utilization of our Investor Relations team by making more pertinent and relevant calls.<\/li>\n<li><strong>Detect anomalies and discrepancies<\/strong> in information collection to increase quality and comply with standards regarding the recording of marketing information when applicable.<\/li>\n<\/ul>\n<p>At BESTINVER, we have a customer management tool, CRM Dynamics 365, where we store each interaction our Investor Relations team has with our investors. The information from these interactions contains unstructured text data that is currently not being fully utilized for defining the investor relationship model.<\/p>\n<p>To address this challenge, we will work with the written notes taken by the Investor Relations team after each conversation held in a call or meeting with the investor. This will also include CRM activities such as tasks that may be of interest.<\/p>\n<p>Additionally, we will consider the already collected and categorized information, such as the outcomes of past actions.<\/p>\n                                        <\/div>\r\n                                    <\/div>\r\n                                <\/div>\r\n\r\n                            <\/div>\r\n                        <\/div>\r\n                    <\/div>\r\n                <\/div>\r\n\r\n                <div class=\"tab\">\r\n                    <input type=\"checkbox\" id=\"faq-min-chck_acc_dest_3_default\">\r\n                    <label class=\"grid tab-label\" for=\"faq-min-chck_acc_dest_3_default\">\r\n                        <div class=\"label--m\">3<\/div>\r\n                                                    <h3 class=\"title--m\" data-attribute=\"What we are seeking\">\r\n                                <span>What we are seeking<\/span>\r\n                                <div class=\"arrows\"><svg width=\"40\" height=\"40\" viewBox=\"0 0 40 40\" fill=\"none\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"><path d=\"M35 12.5L20 27.5L5 12.5\" stroke=\"#FF0000\"><\/path><\/svg><svg width=\"40\" height=\"40\" viewBox=\"0 0 40 40\" fill=\"none\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"><path d=\"M5 27.5L20 12.5L35 27.5\" stroke=\"#FF0000\"><\/path><\/svg><\/div>\r\n                            <\/h3>\r\n                                            <\/label>\r\n                    <div class=\"tab-content\">\r\n                        <div class=\"grid full-width\">\r\n                            <div class=\"grid-container\">\r\n\r\n                                <div class=\"module-wysiwyg \">\r\n                                    <div class=\"grid\">\r\n                                        <div class=\"grid-container\">\r\n                                            <p>BESTINVER presents this challenge to identify end-to-end tools and solutions that facilitate the processing and analysis of unstructured information through the application of natural language processing (NLP) techniques. The proposed solutions should align with the following scopes:<\/p>\n<ul>\n<li>Provide a pre-developed &#8220;as a service&#8221; product for the treatment of unstructured texts, incorporating predefined NLP algorithms such as key topic extraction, term frequency analysis, named entity recognition, sentiment analysis, etc.<\/li>\n<li>Collaborate with BESTINVER&#8217;s Technology department and ACCIONA&#8217;s Data Protection team to validate the conceptualization and proper development of the proof of concept: security, architecture, information ingestion, etc. Both departments will be part of the decision-making committee for selecting the startup.<\/li>\n<li>Have experience in implementing this product with a developed and tested methodology in the financial\/insurance services sector.<\/li>\n<li>Proactively identify unidentified use cases or new approaches to information analysis that may be of interest.<\/li>\n<li>Provide a solution that offers a knowledge base\/taxonomy tailored to BESTINVER&#8217;s business and needs, allowing for precise categorization and classification of these interactions\/investors. For this classification, consideration should be given not only to the processed interaction information but also to the client&#8217;s historical information.<\/li>\n<li>Minimize custom developments and the need for significant subsequent technological maintenance. BESTINVER, however, considers establishing a future collaboration model to ensure basic maintenance of the solution.<\/li>\n<li>The intellectual property of the proposed solution will belong to BESTINVER, taking into account the startup&#8217;s contribution to the solution and respecting the intellectual property and possible usage license of the startup&#8217;s own software. This will be regulated in the Participation Agreement to be signed with the winning company of the challenge.<\/li>\n<\/ul>\n<p><strong>How we want to solve it\u00a0<\/strong><\/p>\n<p>We want to approach the resolution of the problem from the angle of <strong>analyzing unstructured information through natural language processing (NLP)<\/strong> with the aim of extracting relevant information from these interactions. To tackle this challenge, we believe it&#8217;s crucial to apply a previously defined and tested <strong>methodology<\/strong> by the startup. The proposed solution will include the following:<\/p>\n<ul>\n<li><strong>Indicators with identified concepts<\/strong>: It will transform unstructured information into structured data in the form of indicators based on pre-identified concepts. Starting with a list of interactions for a specific investor, ideally giving more weight to recent interactions, we aim to generate standardized indicators based on concepts we believe to be relevant:\n<ul>\n<li><strong>Investor satisfaction status<\/strong>: Investor satisfied\/dissatisfied with returns\/concerns about the market, etc.<\/li>\n<li><strong>Quality<\/strong> of service provided and frequency of contact: We need to either reinforce or decrease contact with a specific investor, for example, if they understand the philosophy of the long-term product they have and are content.<\/li>\n<li><strong>Investor experience<\/strong>: Investor with a high level of experience\/no expertise.<\/li>\n<\/ul>\n<\/li>\n<li><strong>Analysis of term relevance<\/strong>: In addition to identified indicators and concepts of interest, applying algorithms to surface important and frequent terms, potentially leading to new indicators (e.g., TF-IDF or similar).<\/li>\n<li><strong>Exploratory environment<\/strong>: The solution must address at least two use cases to determine its scalability in a potential production deployment.<\/li>\n<li>We believe a <strong>possible solution to the problem<\/strong> could involve having a database of unstructured information for storing interactions and indexing, such as ElasticSearch or a similar tool, for subsequent analysis and exploration. This would make key and relevant concepts easily accessible through searches in the indexed information. However, any other approach that addresses the problem will be equally valid and considered of interest.<\/li>\n<\/ul>\n                                        <\/div>\r\n                                    <\/div>\r\n                                <\/div>\r\n\r\n                            <\/div>\r\n                        <\/div>\r\n                    <\/div>\r\n                <\/div>\r\n\r\n\r\n            \r\n\r\n\r\n        \r\n        <\/div>\r\n\r\n            <\/div>\r\n<\/div>\r\n\r\n\n\n\r\n<div class=\"module-retos module  \">\r\n    <div class=\"grid\">\r\n        <div class=\"grid-left\">\r\n            <div class=\"grid-inner\">\r\n                                    <div class=\"grid-inner__container\">\r\n                        <div class=\"title-wrapper\">\r\n                            <div class=\"title--tag\">Descubre nuestros retos<\/div>\r\n                        <\/div>\r\n                    <\/div>\r\n                \r\n                <div class=\"grid-bottom grid-bottom--desktop\">\r\n                    <div class=\"grid-bottom__content\">\r\n    <div class=\"title--tag\">\u00bfTienes una idea o proyecto?<\/div>\r\n    \t\t                    <a class=\"title--s\" href=\"https:\/\/imnovation.acciona.com\/en\/launch-your-proposal\/\" target=\"\">Launch your proposal<\/a>\r\n        \t<\/div>\r\n                <\/div>\r\n            <\/div>\r\n        <\/div>\r\n        <div class=\"grid-bottom grid-bottom--mobile\">\r\n            <div class=\"grid-bottom__content\">\r\n    <div class=\"title--tag\">\u00bfTienes una idea o proyecto?<\/div>\r\n    \t\t                    <a class=\"title--s\" href=\"https:\/\/imnovation.acciona.com\/en\/launch-your-proposal\/\" target=\"\">Launch your proposal<\/a>\r\n        \t<\/div>\r\n        <\/div>\r\n        <div class=\"grid-right\">\r\n            <div class=\"items-wrapper\">\r\n                <ul class=\"items\" data-current-frame=\"4\">\r\n                    <li class=\"cursor-left\"><\/li>\r\n                    <li class=\"cursor-right\"><\/li>\r\n\r\n                    \r\n                                            \r\n    <li class=\"frame finalizado\">\r\n      \r\n    <div class=\"image-wrapper\" style=\"background-image: url(https:\/\/cdn-imnov.comun-pro.eu-west-1-aws.cloud-acc.net\/wp-content\/uploads\/2024\/01\/19123531\/Cortadores_Tuneladora_Follo-Line-scaled-aspect-ratio-430-1024-scaled.jpg)\"><\/div>\r\n\r\n      <div class=\"inner-text\">\r\n        <div class=\"labels\">\r\n          <div class=\"others\">\r\n            <div class=\"item\">\r\n    \r\n                <a class=\"label--m label--tag\" href=\"https:\/\/imnovation.acciona.com\/en\/challenges-list\/?location=\">Remote<\/a>\r\n    <\/div>\r\n\r\n<div class=\"item\">\r\n    <\/div>\r\n<div class=\"item\">\r\n    <\/div>\r\n\r\n<div class=\"col\">\r\n        <div class=\"item item--state\">\r\n        <a class=\"label--m label--tag is-ended\" href=\"https:\/\/imnovation.acciona.com\/en\/challenges\/tunnel-boring-machine-cutter-disc-wear-real-time-monitoring\/\" ><span class=\"label--m\">Finalized<\/span><\/a>\r\n    <\/div> \r\n<\/div>\r\n          <\/div>\r\n          <a class=\"icon\" href=\"https:\/\/imnovation.acciona.com\/en\/challenges\/tunnel-boring-machine-cutter-disc-wear-real-time-monitoring\/\">\r\n            \r\n\r\n\r\n                <img decoding=\"async\"  src=\"https:\/\/cdn-imnov.comun-pro.eu-west-1-aws.cloud-acc.net\/wp-content\/uploads\/2022\/04\/30111347\/soluciones_transporte.svg\" alt=\"\" width=\"\" height=\"20\" \/>\r\n              <\/a>\r\n        <\/div>\r\n        <div class=\"desc\">\r\n          <h3>\r\n            <a class=\"title--xs\" href=\"https:\/\/imnovation.acciona.com\/en\/challenges\/tunnel-boring-machine-cutter-disc-wear-real-time-monitoring\/\">Tunnel boring machine cutter disc wear real time monitoring<\/a>\r\n          <\/h3>\r\n        <\/div>\r\n        <div class=\"text-footer\">\r\n          <div class=\"text-footer__content\"><p class=\"label--m\">BUDGET<\/p><p class=\"title--s\"> 50 000 EUR \u20ac <\/p><\/div>        <\/div>\r\n      <\/div>\r\n    <\/li>\r\n\r\n\r\n    <li class=\"frame finalizado\">\r\n      \r\n    <div class=\"image-wrapper\" style=\"background-image: url(https:\/\/cdn-imnov.comun-pro.eu-west-1-aws.cloud-acc.net\/wp-content\/uploads\/2024\/01\/19192719\/Impacto-del-Cambio-Climatico-scaled-aspect-ratio-430-1024.jpg)\"><\/div>\r\n\r\n      <div class=\"inner-text\">\r\n        <div class=\"labels\">\r\n          <div class=\"others\">\r\n            <div class=\"item\">\r\n    \r\n                <a class=\"label--m label--tag\" href=\"https:\/\/imnovation.acciona.com\/en\/challenges-list\/?location=\">Remote<\/a>\r\n    <\/div>\r\n\r\n<div class=\"item\">\r\n    <\/div>\r\n<div class=\"item\">\r\n    <\/div>\r\n\r\n<div class=\"col\">\r\n        <div class=\"item item--state\">\r\n        <a class=\"label--m label--tag is-ended\" href=\"https:\/\/imnovation.acciona.com\/en\/challenges\/risk-assessment-of-the-impact-of-climate-change-on-renewable-generation\/\" ><span class=\"label--m\">Finalized<\/span><\/a>\r\n    <\/div> \r\n<\/div>\r\n          <\/div>\r\n          <a class=\"icon\" href=\"https:\/\/imnovation.acciona.com\/en\/challenges\/risk-assessment-of-the-impact-of-climate-change-on-renewable-generation\/\">\r\n            \r\n\r\n\r\n                <img decoding=\"async\"  src=\"https:\/\/cdn-imnov.comun-pro.eu-west-1-aws.cloud-acc.net\/wp-content\/uploads\/2022\/04\/30111347\/soluciones_energia.svg\" alt=\"\" width=\"\" height=\"20\" \/>\r\n              <\/a>\r\n        <\/div>\r\n        <div class=\"desc\">\r\n          <h3>\r\n            <a class=\"title--xs\" href=\"https:\/\/imnovation.acciona.com\/en\/challenges\/risk-assessment-of-the-impact-of-climate-change-on-renewable-generation\/\">Risk assessment of the impact of climate change on renewable generation<\/a>\r\n          <\/h3>\r\n        <\/div>\r\n        <div class=\"text-footer\">\r\n          <div class=\"text-footer__content\"><p class=\"label--m\">BUDGET<\/p><p class=\"title--s\"> 50 000 EUR \u20ac <\/p><\/div>        <\/div>\r\n      <\/div>\r\n    <\/li>\r\n\r\n\r\n    <li class=\"frame finalizado\">\r\n      \r\n    <div class=\"image-wrapper\" style=\"background-image: url(https:\/\/cdn-imnov.comun-pro.eu-west-1-aws.cloud-acc.net\/wp-content\/uploads\/2024\/01\/19200451\/computer_vision_3-aspect-ratio-430-1024.jpg)\"><\/div>\r\n\r\n      <div class=\"inner-text\">\r\n        <div class=\"labels\">\r\n          <div class=\"others\">\r\n            <div class=\"item\">\r\n    \r\n                <a class=\"label--m label--tag\" href=\"https:\/\/imnovation.acciona.com\/en\/challenges-list\/?location=\">Remote<\/a>\r\n    <\/div>\r\n\r\n<div class=\"item\">\r\n    <\/div>\r\n<div class=\"item\">\r\n    <\/div>\r\n\r\n<div class=\"col\">\r\n        <div class=\"item item--state\">\r\n        <a class=\"label--m label--tag is-ended\" href=\"https:\/\/imnovation.acciona.com\/en\/challenges\/wind-blade-inspection-systems-without-interrupting-power-production\/\" ><span class=\"label--m\">Finalized<\/span><\/a>\r\n    <\/div> \r\n<\/div>\r\n          <\/div>\r\n          <a class=\"icon\" href=\"https:\/\/imnovation.acciona.com\/en\/challenges\/wind-blade-inspection-systems-without-interrupting-power-production\/\">\r\n            \r\n\r\n\r\n                <img decoding=\"async\"  src=\"https:\/\/cdn-imnov.comun-pro.eu-west-1-aws.cloud-acc.net\/wp-content\/uploads\/2022\/04\/30111347\/soluciones_energia.svg\" alt=\"\" width=\"\" height=\"20\" \/>\r\n              <\/a>\r\n        <\/div>\r\n        <div class=\"desc\">\r\n          <h3>\r\n            <a class=\"title--xs\" href=\"https:\/\/imnovation.acciona.com\/en\/challenges\/wind-blade-inspection-systems-without-interrupting-power-production\/\">Wind blade inspection systems without interrupting power production<\/a>\r\n          <\/h3>\r\n        <\/div>\r\n        <div class=\"text-footer\">\r\n          <div class=\"text-footer__content\"><p class=\"label--m\">BUDGET<\/p><p class=\"title--s\"> 50 000 EUR \u20ac <\/p><\/div>        <\/div>\r\n      <\/div>\r\n    <\/li>\r\n\r\n\r\n    <li class=\"frame finalizado\">\r\n      \r\n    <div class=\"image-wrapper\" style=\"background-image: url(https:\/\/cdn-imnov.comun-pro.eu-west-1-aws.cloud-acc.net\/wp-content\/uploads\/2024\/01\/19203723\/nowcasting2-aspect-ratio-430-1024.webp)\"><\/div>\r\n\r\n      <div class=\"inner-text\">\r\n        <div class=\"labels\">\r\n          <div class=\"others\">\r\n            <div class=\"item\">\r\n    \r\n                <a class=\"label--m label--tag\" href=\"https:\/\/imnovation.acciona.com\/en\/challenges-list\/?location=\">Remote<\/a>\r\n    <\/div>\r\n\r\n<div class=\"item\">\r\n    <\/div>\r\n<div class=\"item\">\r\n    <\/div>\r\n\r\n<div class=\"col\">\r\n        <div class=\"item item--state\">\r\n        <a class=\"label--m label--tag is-ended\" href=\"https:\/\/imnovation.acciona.com\/en\/challenges\/very-short-term-production-forecasting-nowcasting-for-photovoltaic-plants\/\" ><span class=\"label--m\">Finalized<\/span><\/a>\r\n    <\/div> \r\n<\/div>\r\n          <\/div>\r\n          <a class=\"icon\" href=\"https:\/\/imnovation.acciona.com\/en\/challenges\/very-short-term-production-forecasting-nowcasting-for-photovoltaic-plants\/\">\r\n            \r\n\r\n\r\n                <img decoding=\"async\"  src=\"https:\/\/cdn-imnov.comun-pro.eu-west-1-aws.cloud-acc.net\/wp-content\/uploads\/2022\/04\/30111347\/soluciones_energia.svg\" alt=\"\" width=\"\" height=\"20\" \/>\r\n              <\/a>\r\n        <\/div>\r\n        <div class=\"desc\">\r\n          <h3>\r\n            <a class=\"title--xs\" href=\"https:\/\/imnovation.acciona.com\/en\/challenges\/very-short-term-production-forecasting-nowcasting-for-photovoltaic-plants\/\">Very short-term production forecasting (nowcasting) for photovoltaic plants<\/a>\r\n          <\/h3>\r\n        <\/div>\r\n        <div class=\"text-footer\">\r\n          <div class=\"text-footer__content\"><p class=\"label--m\">BUDGET<\/p><p class=\"title--s\"> 50 000 EUR \u20ac <\/p><\/div>        <\/div>\r\n      <\/div>\r\n    <\/li>\r\n\r\n\r\n    <li class=\"frame finalizado\">\r\n      \r\n    <div class=\"image-wrapper\" style=\"background-image: url(https:\/\/cdn-imnov.comun-pro.eu-west-1-aws.cloud-acc.net\/wp-content\/uploads\/2024\/01\/19204942\/offshore_2-aspect-ratio-430-1024.jpg)\"><\/div>\r\n\r\n      <div class=\"inner-text\">\r\n        <div class=\"labels\">\r\n          <div class=\"others\">\r\n            <div class=\"item\">\r\n    \r\n                <a class=\"label--m label--tag\" href=\"https:\/\/imnovation.acciona.com\/en\/challenges-list\/?location=\">Remote<\/a>\r\n    <\/div>\r\n\r\n<div class=\"item\">\r\n    <\/div>\r\n<div class=\"item\">\r\n    <\/div>\r\n\r\n<div class=\"col\">\r\n        <div class=\"item item--state\">\r\n        <a class=\"label--m label--tag is-ended\" href=\"https:\/\/imnovation.acciona.com\/en\/challenges\/design-and-optimization-of-offshore-wind-farm-evacuation-systems\/\" ><span class=\"label--m\">Finalized<\/span><\/a>\r\n    <\/div> \r\n<\/div>\r\n          <\/div>\r\n          <a class=\"icon\" href=\"https:\/\/imnovation.acciona.com\/en\/challenges\/design-and-optimization-of-offshore-wind-farm-evacuation-systems\/\">\r\n            \r\n\r\n\r\n                <img decoding=\"async\"  src=\"https:\/\/cdn-imnov.comun-pro.eu-west-1-aws.cloud-acc.net\/wp-content\/uploads\/2022\/04\/30111347\/soluciones_energia.svg\" alt=\"\" width=\"\" height=\"20\" \/>\r\n              <\/a>\r\n        <\/div>\r\n        <div class=\"desc\">\r\n          <h3>\r\n            <a class=\"title--xs\" href=\"https:\/\/imnovation.acciona.com\/en\/challenges\/design-and-optimization-of-offshore-wind-farm-evacuation-systems\/\">Design and optimization of offshore wind farm evacuation systems<\/a>\r\n          <\/h3>\r\n        <\/div>\r\n        <div class=\"text-footer\">\r\n          <div class=\"text-footer__content\"><p class=\"label--m\">BUDGET<\/p><p class=\"title--s\"> 50 000 EUR \u20ac <\/p><\/div>        <\/div>\r\n      <\/div>\r\n    <\/li>\r\n\r\n                                    <\/ul>\r\n            <\/div>\r\n        <\/div>\r\n    <\/div>\r\n<\/div>\r\n\r\n\r\n\r\n\n\n<div class=\"module module-share-bar\">\r\n    <div class=\"grid\">\r\n        <div class=\"grid-container\">\r\n            <div class=\"row-top\">\r\n                <div class=\"col\">\r\n                    <button class=\"share-btn\">\r\n                        <svg width=\"16\" height=\"16\" viewBox=\"0 0 16 16\" fill=\"none\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"><path fill-rule=\"evenodd\" clip-rule=\"evenodd\" d=\"M11 6C12.1046 6 13 5.10457 13 4C13 2.89543 12.1046 2 11 2C9.89543 2 9 2.89543 9 4C9 4.15642 9.01796 4.30865 9.05192 4.45473L5.34113 6.51628C4.98638 6.19542 4.51601 6 4 6C2.89543 6 2 6.89543 2 8C2 9.10457 2.89543 10 4 10C4.51601 10 4.98638 9.80458 5.34114 9.48372L9.05192 11.5453C9.01796 11.6913 9 11.8436 9 12C9 13.1046 9.89543 14 11 14C12.1046 14 13 13.1046 13 12C13 10.8954 12.1046 10 11 10C10.4113 10 9.88202 10.2543 9.51603 10.6591L5.89321 8.64647C5.96244 8.44368 6 8.22623 6 8C6 7.77377 5.96244 7.55631 5.89321 7.35353L9.51603 5.34085C9.88201 5.74565 10.4113 6 11 6ZM11 5C11.5523 5 12 4.55228 12 4C12 3.44772 11.5523 3 11 3C10.4477 3 10 3.44772 10 4C10 4.55228 10.4477 5 11 5ZM4 9C4.55228 9 5 8.55228 5 8C5 7.44772 4.55228 7 4 7C3.44772 7 3 7.44772 3 8C3 8.55228 3.44772 9 4 9ZM12 12C12 12.5523 11.5523 13 11 13C10.4477 13 10 12.5523 10 12C10 11.4477 10.4477 11 11 11C11.5523 11 12 11.4477 12 12Z\" fill=\"white\"><\/path><\/svg>                        <span class=\"title--xs\">SHARE<\/span>\r\n                    <\/button>\r\n                    <div class=\"share-content\">\r\n                        <ul>\r\n                            <li class=\"social\"><a class=\"share-link share-modal share-facebook\" data-network=\"facebook\" href=\"https:\/\/www.facebook.com\/sharer\/sharer.php?u=https%3A%2F%2Fimnovation.acciona.com%2Fen%2Fchallenges%2Flanguage-processing-improvement-investor-satisfaction%2F\" target=\"_blank\"> <svg width=\"16\" height=\"16\" viewBox=\"0 0 16 16\" fill=\"none\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"><path d=\"M10.6296 4.77778H8.85185C8.52457 4.77778 8.25926 5.04309 8.25926 5.37037V7.14815H10.6296C10.697 7.14665 10.761 7.17801 10.801 7.23222C10.8411 7.28644 10.8523 7.35675 10.8311 7.42074L10.3926 8.72444C10.3522 8.8441 10.2404 8.92499 10.1141 8.92593H8.25926V13.3704C8.25926 13.534 8.1266 13.6667 7.96296 13.6667H6.48148C6.31784 13.6667 6.18519 13.534 6.18519 13.3704V8.92593H5.2963C5.13266 8.92593 5 8.79327 5 8.62963V7.44444C5 7.2808 5.13266 7.14815 5.2963 7.14815H6.18519V5.37037C6.18519 4.06125 7.24644 3 8.55556 3H10.6296C10.7933 3 10.9259 3.13266 10.9259 3.2963V4.48148C10.9259 4.64512 10.7933 4.77778 10.6296 4.77778Z\" fill=\"white\"><\/path><\/svg><\/a><\/li><li class=\"social\"><a class=\"share-link share-modal share-twitter\" data-network=\"twitter\" href=\"https:\/\/twitter.com\/intent\/tweet?text=Language+Processing+for+the+improvement+of+investor+satisfaction&amp;url=https%3A%2F%2Fimnovation.acciona.com%2Fen%2Fchallenges%2Flanguage-processing-improvement-investor-satisfaction%2F&amp;via=WPCrumbs\" target=\"_blank\"><svg width=\"16\" height=\"16\" viewBox=\"0 0 16 16\" fill=\"none\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"><path d=\"M4.00383 11.9963C4.19522 11.7796 4.38278 11.5593 4.57416 11.3427C5.40861 10.3978 6.23923 9.45285 7.07368 8.50794C7.09282 8.48926 7.10813 8.46685 7.12727 8.44444C6.08612 6.96919 5.04498 5.4902 4 4.00747C4.03062 4.00373 4.04976 4 4.0689 4C4.81914 4 5.56938 4 6.31579 4C6.36938 4 6.39617 4.01867 6.42297 4.05976C7.08134 4.99346 7.73971 5.93091 8.39809 6.86461C8.4134 6.88702 8.43254 6.90943 8.45167 6.93931C8.58947 6.78618 8.71962 6.63679 8.84976 6.48739C9.55789 5.68441 10.266 4.88142 10.9703 4.07843C11.0201 4.02241 11.0699 4 11.1464 4C11.3416 4.00373 11.533 4 11.7474 4C10.7445 5.13539 9.75694 6.25957 8.76555 7.38375C8.78086 7.4099 8.79617 7.43231 8.81148 7.45098C9.86029 8.94118 10.9091 10.4314 11.9579 11.9216C11.9732 11.944 11.9885 11.9701 12 11.9963H9.61531C9.61531 11.9963 9.59617 11.9627 9.58852 11.9514C8.88421 10.9505 8.1799 9.94958 7.4756 8.94865C7.46411 8.93371 7.4488 8.91877 7.43349 8.90009C7.41053 8.92624 7.38756 8.95238 7.36842 8.97479C6.79809 9.62092 6.23158 10.2633 5.66124 10.9094C5.34354 11.2717 5.02201 11.6377 4.70431 12H4.00383V11.9963ZM4.96077 4.51914C4.98373 4.55275 4.99904 4.5789 5.01435 4.60131C5.13684 4.77311 5.26316 4.94491 5.38565 5.12045C6.89378 7.22689 8.40191 9.3296 9.91005 11.436C9.9445 11.4846 9.98278 11.5033 10.0402 11.4995C10.3426 11.4995 10.6411 11.4995 10.9435 11.4995C10.9703 11.4995 10.9971 11.4995 11.0431 11.4995C10.9435 11.3613 10.8593 11.2418 10.7713 11.1186C9.2134 8.94491 7.6555 6.76751 6.09761 4.59384C6.06316 4.54528 6.03254 4.51914 5.96364 4.51914C5.69569 4.52288 5.43158 4.51914 5.16364 4.51914C5.10239 4.51914 5.03732 4.51914 4.96077 4.51914Z\" fill=\"white\"\/><\/svg> <\/a><\/li><li class=\"social\"><a class=\"share-link share-modal share-linkedin\" data-network=\"linkedin\" href=\"https:\/\/www.linkedin.com\/shareArticle?mini=true&#038;url=https%3A%2F%2Fimnovation.acciona.com%2Fen%2Fchallenges%2Flanguage-processing-improvement-investor-satisfaction%2F&amp;title=Language+Processing+for+the+improvement+of+investor+satisfaction\" target=\"_blank\"> <svg width=\"16\" height=\"16\" viewBox=\"0 0 16 16\" fill=\"none\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"><path fill-rule=\"evenodd\" clip-rule=\"evenodd\" d=\"M4.11108 5.13828C3.43684 5.13828 3 4.66029 3 4.06756C3 3.46532 3.45187 3 4.13957 3C4.82885 3 5.25224 3.46532 5.26411 4.06756C5.26411 4.66029 4.82885 5.13828 4.11108 5.13828ZM3.05669 12.8637H5.19497V5.98333H3.05669V12.8637ZM10.8609 12.8628H13V8.79604C13 6.77017 11.9451 5.8265 10.5396 5.8265C9.38581 5.8265 8.69653 6.48913 8.4148 6.93959H8.37207L8.27473 5.98246H6.41897C6.44588 6.60234 6.47437 7.31879 6.47437 8.17854V12.8628H8.61106V8.895C8.61106 8.69708 8.6261 8.50075 8.68229 8.36063C8.8366 7.96717 9.18797 7.55788 9.77912 7.55788C10.5515 7.55788 10.8609 8.16508 10.8609 9.05017V12.8628Z\" fill=\"white\"><\/path><\/svg><\/a><\/li><li class=\"social\"><a class=\"share-link share-modal whatsapp\" data-network=\"facebook\" href=\"https:\/\/api.whatsapp.com\/send?text=https%3A%2F%2Fimnovation.acciona.com%2Fen%2Fchallenges%2Flanguage-processing-improvement-investor-satisfaction%2F\" target=\"_blank\"><svg width=\"12\" height=\"12\" viewBox=\"0 0 12 12\" fill=\"none\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"><path d=\"M12 5.84547C12 9.07387 9.3628 11.6909 6.10907 11.6909C5.07613 11.6909 4.10573 11.4269 3.26147 10.9636L0 12L1.06333 8.86373C0.526933 7.98293 0.218 6.94987 0.218 5.84547C0.218 2.61707 2.85547 0 6.10907 0C9.36307 0 12 2.61707 12 5.84547ZM6.10907 0.930933C3.37787 0.930933 1.15627 3.1356 1.15627 5.84547C1.15627 6.9208 1.5068 7.91667 2.09973 8.7268L1.48093 10.552L3.38427 9.94707C4.16627 10.4605 5.10307 10.76 6.1092 10.76C8.84 10.76 11.062 8.5556 11.062 5.84573C11.062 3.13587 8.84013 0.930933 6.10907 0.930933ZM9.08387 7.19173C9.04747 7.13213 8.95133 7.09613 8.80707 7.02453C8.66253 6.95293 7.9524 6.60613 7.8204 6.55853C7.688 6.5108 7.59147 6.4868 7.49533 6.63013C7.3992 6.7736 7.1224 7.09613 7.038 7.19173C6.95373 7.2876 6.8696 7.2996 6.72507 7.22787C6.5808 7.15627 6.1156 7.0048 5.564 6.5168C5.1348 6.13707 4.84493 5.66827 4.76067 5.52467C4.67653 5.38133 4.75187 5.30387 4.824 5.23253C4.88907 5.16827 4.96853 5.0652 5.04067 4.9816C5.11307 4.89787 5.13707 4.83827 5.18493 4.74253C5.23333 4.64693 5.2092 4.56333 5.17293 4.49147C5.13693 4.41987 4.84787 3.7148 4.7276 3.42787C4.60733 3.1412 4.4872 3.18893 4.4028 3.18893C4.31867 3.18893 4.22227 3.17693 4.126 3.17693C4.02973 3.17693 3.8732 3.2128 3.7408 3.35613C3.60853 3.4996 3.2356 3.84627 3.2356 4.5512C3.2356 5.25627 3.7528 5.93747 3.8252 6.03293C3.89733 6.1284 4.82387 7.62227 6.29187 8.196C7.76 8.76947 7.76 8.57813 8.0248 8.55413C8.28933 8.53027 8.87893 8.2076 8.99973 7.8732C9.11973 7.53827 9.11973 7.25147 9.08387 7.19173Z\" fill=\"white\"><\/path><\/svg><\/a><\/li><li class=\"social\"><a class=\"copy_url\" href=\"#\"><svg width=\"18\" height=\"18\" viewBox=\"0 0 18 18\" fill=\"none\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"><path d=\"M7 13.5H11.5V16.5H1.5V3.5H6.5V13V13.5H7Z\" stroke=\"white\"><\/path><rect x=\"6.5\" y=\"1.5\" width=\"10\" height=\"12\" stroke=\"white\"><\/rect><\/svg><\/a><\/li>                        <\/ul>\r\n                        <button class=\"close label cerrar-compartir\">\r\n                            <svg width=\"16\" height=\"16\" viewBox=\"0 0 16 16\" fill=\"none\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\">\r\n                                <path fill-rule=\"evenodd\" clip-rule=\"evenodd\" d=\"M2.64645 2.64645C2.84171 2.45118 3.15829 2.45118 3.35355 2.64645L8 7.29289L12.6464 2.64645C12.8417 2.45118 13.1583 2.45118 13.3536 2.64645C13.5488 2.84171 13.5488 3.15829 13.3536 3.35355L8.70711 8L13.3536 12.6464C13.5488 12.8417 13.5488 13.1583 13.3536 13.3536C13.1583 13.5488 12.8417 13.5488 12.6464 13.3536L8 8.70711L3.35355 13.3536C3.15829 13.5488 2.84171 13.5488 2.64645 13.3536C2.45118 13.1583 2.45118 12.8417 2.64645 12.6464L7.29289 8L2.64645 3.35355C2.45118 3.15829 2.45118 2.84171 2.64645 2.64645Z\" fill=\"white\"><\/path>\r\n                            <\/svg>\r\n                        <\/button>\r\n                    <\/div>\r\n                <\/div>\r\n                <div class=\"col\">\r\n                    <a href=\"https:\/\/imnovation.acciona.com\/en\/newsletter\/\" target=\"\">\r\n                            <button>\r\n                                <svg width=\"16\" height=\"16\" viewBox=\"0 0 16 16\" fill=\"none\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"><path fill-rule=\"evenodd\" clip-rule=\"evenodd\" d=\"M14 4V12H2V4H14ZM13 5.58309V11H3L3 5.58309L8 8.58309L13 5.58309ZM12.0282 5H3.97183L8 7.4169L12.0282 5Z\" fill=\"white\"><\/path><\/svg>\r\n                                <span class=\"title--xs\">NEWSLETTER<\/span>\r\n                            <\/button>\r\n                      <\/a>                <\/div>\r\n            <\/div>\r\n            <div class=\"row-bottom\">\r\n                <div class=\"col\">\r\n                    <a href=\"https:\/\/open.imnovation.com\" target=\"_blank\">\r\n                        <button>\r\n                            <span class=\"js-share-countdown-text title--xs no-time\">REGISTER<\/span>\r\n                            <span class=\"js-share-countdown title--xs\">&nbsp;<\/span>\r\n                        <\/button>\r\n                    <\/a>\r\n                <\/div>\r\n            <\/div>\r\n        <\/div>\r\n    <\/div>\r\n<\/div>\r\n\r\n\n\n\r\n<div class=\"module-accordion module is-white faq-min\">\r\n        <div class=\"grid\">\r\n        <div class=\"grid-container\">\r\n            <h2 class=\"title--tag\">\r\n                Preguntas frecuentes            <\/h2>\r\n        <\/div>\r\n    <\/div>\r\n\r\n    \r\n        <div class=\"grid sections\">\r\n\r\n            <div class=\"column-left\">\r\n                                                        <div class=\"tab\">\r\n                        <input id=\"faq-min-chck_acc_1_6e8e92d532\" type=\"checkbox\"  >\r\n                        <label class=\"tab-label\" for=\"faq-min-chck_acc_1_6e8e92d532\">\r\n                            <h3 class=\"title--xs\" data-attribute=\"Could we join I&#8217;MNOVATION Program if we have been selected in any other corporate open innovation program?\">\r\n                                <span>Could we join I&#8217;MNOVATION Program if we have been selected in any other corporate open innovation program?<\/span>\r\n                                <div class=\"arrows\"><svg width=\"40\" height=\"40\" viewBox=\"0 0 40 40\" fill=\"none\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"><path d=\"M35 12.5L20 27.5L5 12.5\" stroke=\"#FF0000\"><\/path><\/svg><svg width=\"40\" height=\"40\" viewBox=\"0 0 40 40\" fill=\"none\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"><path d=\"M5 27.5L20 12.5L35 27.5\" stroke=\"#FF0000\"><\/path><\/svg><\/div>\r\n                            <\/h3>\r\n                        <\/label>\r\n                        <div class=\"tab-content\">\r\n                                                        \r\n<div class=\"module-wysiwyg\">\r\n\r\n\r\n    <div class=\"grid\">\r\n\r\n        \r\n        \r\n            <div class=\"grid-container wysiwyg-satandar\">\r\n                <p>Yes. As companies grow, they develop commercial agreements. Corporate open innovation programs are one of them, although ACCIONA wouldn&#8217;t accept to develop a project if the startup is working on a project with the same scope with a competitor.<\/p>\n            <\/div>\r\n\r\n            \r\n    <\/div>\r\n\r\n<\/div>\r\n\r\n\r\n\r\n\r\n\r\n                        <\/div>\r\n                    <\/div>\r\n                                                        <div class=\"tab\">\r\n                        <input id=\"faq-min-chck_acc_2_6e8e92d532\" type=\"checkbox\"  >\r\n                        <label class=\"tab-label\" for=\"faq-min-chck_acc_2_6e8e92d532\">\r\n                            <h3 class=\"title--xs\" data-attribute=\"What is the level of protection of project IP?\">\r\n                                <span>What is the level of protection of project IP?<\/span>\r\n                                <div class=\"arrows\"><svg width=\"40\" height=\"40\" viewBox=\"0 0 40 40\" fill=\"none\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"><path d=\"M35 12.5L20 27.5L5 12.5\" stroke=\"#FF0000\"><\/path><\/svg><svg width=\"40\" height=\"40\" viewBox=\"0 0 40 40\" fill=\"none\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"><path d=\"M5 27.5L20 12.5L35 27.5\" stroke=\"#FF0000\"><\/path><\/svg><\/div>\r\n                            <\/h3>\r\n                        <\/label>\r\n                        <div class=\"tab-content\">\r\n                                                        \r\n<div class=\"module-wysiwyg\">\r\n\r\n\r\n    <div class=\"grid\">\r\n\r\n        \r\n        \r\n            <div class=\"grid-container wysiwyg-satandar\">\r\n                <p>At the beginning of the project, the ownership of the IP is from each part. Only after the ending of the project, ACCIONA and your company would negotiate over the results of the product or service developed if ACCIONA has had a relevant participation.<\/p>\n            <\/div>\r\n\r\n            \r\n    <\/div>\r\n\r\n<\/div>\r\n\r\n\r\n\r\n\r\n\r\n                        <\/div>\r\n                    <\/div>\r\n                                                        <div class=\"tab\">\r\n                        <input id=\"faq-min-chck_acc_3_76ebb5e71c\" type=\"checkbox\"  >\r\n                        <label class=\"tab-label\" for=\"faq-min-chck_acc_3_76ebb5e71c\">\r\n                            <h3 class=\"title--xs\" data-attribute=\"When could we publish on\u00a0social media\u00a0that we are developing a project with ACCIONA?\">\r\n                                <span>When could we publish on\u00a0social media\u00a0that we are developing a project with ACCIONA?<\/span>\r\n                                <div class=\"arrows\"><svg width=\"40\" height=\"40\" viewBox=\"0 0 40 40\" fill=\"none\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"><path d=\"M35 12.5L20 27.5L5 12.5\" stroke=\"#FF0000\"><\/path><\/svg><svg width=\"40\" height=\"40\" viewBox=\"0 0 40 40\" fill=\"none\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"><path d=\"M5 27.5L20 12.5L35 27.5\" stroke=\"#FF0000\"><\/path><\/svg><\/div>\r\n                            <\/h3>\r\n                        <\/label>\r\n                        <div class=\"tab-content\">\r\n                                                        \r\n<div class=\"module-wysiwyg\">\r\n\r\n\r\n    <div class=\"grid\">\r\n\r\n        \r\n        \r\n            <div class=\"grid-container wysiwyg-satandar\">\r\n                <p>Usually, ACCIONA will publish that a pilot has been developed with your company at the end of the project. If you need to share some kind of information of the project, privately or publicly, please contact us.<\/p>\n            <\/div>\r\n\r\n            \r\n    <\/div>\r\n\r\n<\/div>\r\n\r\n\r\n\r\n\r\n\r\n                        <\/div>\r\n                    <\/div>\r\n                                            <\/div>\r\n\r\n            <div class=\"column-right\">\r\n                                                        <div class=\"tab\">\r\n                        <input id=\"faq-min-chck_acc_4_76ebb5e71c\" type=\"checkbox\"  >\r\n                        <label class=\"tab-label\" for=\"faq-min-chck_acc_4_76ebb5e71c\">\r\n                            <h3 class=\"title--xs\" data-attribute=\"Would ACCIONA take any equity if we get involved in I\u2019MNOVATION?\">\r\n                                <span>Would ACCIONA take any equity if we get involved in I\u2019MNOVATION?<\/span>\r\n                                <div class=\"arrows\"><svg width=\"40\" height=\"40\" viewBox=\"0 0 40 40\" fill=\"none\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"><path d=\"M35 12.5L20 27.5L5 12.5\" stroke=\"#FF0000\"><\/path><\/svg><svg width=\"40\" height=\"40\" viewBox=\"0 0 40 40\" fill=\"none\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"><path d=\"M5 27.5L20 12.5L35 27.5\" stroke=\"#FF0000\"><\/path><\/svg><\/div>\r\n                            <\/h3>\r\n                        <\/label>\r\n                        <div class=\"tab-content\">\r\n                                                        \r\n<div class=\"module-wysiwyg\">\r\n\r\n\r\n    <div class=\"grid\">\r\n\r\n        \r\n        \r\n            <div class=\"grid-container wysiwyg-satandar\">\r\n                <p>No. Open Innovation program doesn&#8217;t take any\u00a0equity. Only at the end of the project, ACCIONA would analyse if an investment\u00a0has a fit\u00a0in the\u00a0company\u00a0strategy and if the\u00a0startup\u00a0has an investment round open.<\/p>\n            <\/div>\r\n\r\n            \r\n    <\/div>\r\n\r\n<\/div>\r\n\r\n\r\n\r\n\r\n\r\n                        <\/div>\r\n                    <\/div>\r\n                                                        <div class=\"tab\">\r\n                        <input id=\"faq-min-chck_acc_5_76ebb5e71c\" type=\"checkbox\"  >\r\n                        <label class=\"tab-label\" for=\"faq-min-chck_acc_5_76ebb5e71c\">\r\n                            <h3 class=\"title--xs\" data-attribute=\"Would all the company founders need to sign the agreement?\">\r\n                                <span>Would all the company founders need to sign the agreement?<\/span>\r\n                                <div class=\"arrows\"><svg width=\"40\" height=\"40\" viewBox=\"0 0 40 40\" fill=\"none\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"><path d=\"M35 12.5L20 27.5L5 12.5\" stroke=\"#FF0000\"><\/path><\/svg><svg width=\"40\" height=\"40\" viewBox=\"0 0 40 40\" fill=\"none\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"><path d=\"M5 27.5L20 12.5L35 27.5\" stroke=\"#FF0000\"><\/path><\/svg><\/div>\r\n                            <\/h3>\r\n                        <\/label>\r\n                        <div class=\"tab-content\">\r\n                                                        \r\n<div class=\"module-wysiwyg\">\r\n\r\n\r\n    <div class=\"grid\">\r\n\r\n        \r\n        \r\n            <div class=\"grid-container wysiwyg-satandar\">\r\n                <p>No. Sometimes startups captable is complex. We would accept that one of the founders signs\u00a0if\u00a0he\/she\u00a0has power of attorney.<\/p>\n            <\/div>\r\n\r\n            \r\n    <\/div>\r\n\r\n<\/div>\r\n\r\n\r\n\r\n\r\n\r\n                        <\/div>\r\n                    <\/div>\r\n                                            <\/div>\r\n\r\n                    <\/div>\r\n    <\/div>\r\n\r\n\r\n\r\n","protected":false},"author":9,"menu_order":0,"template":"","meta":{"_acf_changed":false,"inline_featured_image":false,"footnotes":""},"class_list":["post-31837","retos","type-retos","status-publish","hentry","solucion-financial"],"acf":[],"yoast_head":"<!-- This site is optimized with the Yoast SEO Premium plugin v21.5 (Yoast SEO v26.5) - https:\/\/yoast.com\/wordpress\/plugins\/seo\/ -->\n<title>Language Processing for the improvement of investor satisfaction | IMNOVATION#Startups<\/title>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/imnovation.acciona.com\/en\/challenges\/language-processing-improvement-investor-satisfaction\/\" \/>\n<meta property=\"og:locale\" content=\"en_US\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Language Processing for the improvement of investor satisfaction\" \/>\n<meta property=\"og:url\" content=\"https:\/\/imnovation.acciona.com\/en\/challenges\/language-processing-improvement-investor-satisfaction\/\" \/>\n<meta property=\"og:site_name\" content=\"IMNOVATION#Startups\" \/>\n<meta property=\"article:modified_time\" content=\"2025-05-12T11:23:35+00:00\" \/>\n<meta property=\"og:image\" content=\"https:\/\/cdn-imnov.comun-pro.eu-west-1-aws.cloud-acc.net\/wp-content\/uploads\/2024\/01\/30153309\/inversores2-scaled-aspect-ratio-2000-1024-1-scaled.jpg\" \/>\n\t<meta property=\"og:image:width\" content=\"2560\" \/>\n\t<meta property=\"og:image:height\" content=\"1309\" \/>\n\t<meta property=\"og:image:type\" content=\"image\/jpeg\" \/>\n<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\n<script type=\"application\/ld+json\" class=\"yoast-schema-graph\">{\"@context\":\"https:\/\/schema.org\",\"@graph\":[{\"@type\":\"WebPage\",\"@id\":\"https:\/\/imnovation.acciona.com\/en\/challenges\/language-processing-improvement-investor-satisfaction\/\",\"url\":\"https:\/\/imnovation.acciona.com\/en\/challenges\/language-processing-improvement-investor-satisfaction\/\",\"name\":\"Language Processing for the improvement of investor satisfaction | IMNOVATION#Startups\",\"isPartOf\":{\"@id\":\"https:\/\/imnovation.acciona.com\/en\/#website\"},\"primaryImageOfPage\":{\"@id\":\"https:\/\/imnovation.acciona.com\/en\/challenges\/language-processing-improvement-investor-satisfaction\/#primaryimage\"},\"image\":{\"@id\":\"https:\/\/imnovation.acciona.com\/en\/challenges\/language-processing-improvement-investor-satisfaction\/#primaryimage\"},\"thumbnailUrl\":\"https:\/\/cdn-imnov.comun-pro.eu-west-1-aws.cloud-acc.net\/wp-content\/uploads\/2024\/01\/30153309\/inversores2-scaled-aspect-ratio-2000-1024-1-scaled.jpg\",\"datePublished\":\"2024-01-30T14:52:27+00:00\",\"dateModified\":\"2025-05-12T11:23:35+00:00\",\"breadcrumb\":{\"@id\":\"https:\/\/imnovation.acciona.com\/en\/challenges\/language-processing-improvement-investor-satisfaction\/#breadcrumb\"},\"inLanguage\":\"en-US\",\"potentialAction\":[{\"@type\":\"ReadAction\",\"target\":[\"https:\/\/imnovation.acciona.com\/en\/challenges\/language-processing-improvement-investor-satisfaction\/\"]}]},{\"@type\":\"ImageObject\",\"inLanguage\":\"en-US\",\"@id\":\"https:\/\/imnovation.acciona.com\/en\/challenges\/language-processing-improvement-investor-satisfaction\/#primaryimage\",\"url\":\"https:\/\/cdn-imnov.comun-pro.eu-west-1-aws.cloud-acc.net\/wp-content\/uploads\/2024\/01\/30153309\/inversores2-scaled-aspect-ratio-2000-1024-1-scaled.jpg\",\"contentUrl\":\"https:\/\/cdn-imnov.comun-pro.eu-west-1-aws.cloud-acc.net\/wp-content\/uploads\/2024\/01\/30153309\/inversores2-scaled-aspect-ratio-2000-1024-1-scaled.jpg\",\"width\":2560,\"height\":1309},{\"@type\":\"BreadcrumbList\",\"@id\":\"https:\/\/imnovation.acciona.com\/en\/challenges\/language-processing-improvement-investor-satisfaction\/#breadcrumb\",\"itemListElement\":[{\"@type\":\"ListItem\",\"position\":1,\"name\":\"Home\",\"item\":\"https:\/\/imnovation.acciona.com\/en\/\"},{\"@type\":\"ListItem\",\"position\":2,\"name\":\"Language Processing for the improvement of investor satisfaction\"}]},{\"@type\":\"WebSite\",\"@id\":\"https:\/\/imnovation.acciona.com\/en\/#website\",\"url\":\"https:\/\/imnovation.acciona.com\/en\/\",\"name\":\"IMNOVATION#Startups\",\"description\":\"\",\"publisher\":{\"@id\":\"https:\/\/imnovation.acciona.com\/en\/#organization\"},\"alternateName\":\"IMNOVATION#Startups\",\"potentialAction\":[{\"@type\":\"SearchAction\",\"target\":{\"@type\":\"EntryPoint\",\"urlTemplate\":\"https:\/\/imnovation.acciona.com\/en\/?s={search_term_string}\"},\"query-input\":{\"@type\":\"PropertyValueSpecification\",\"valueRequired\":true,\"valueName\":\"search_term_string\"}}],\"inLanguage\":\"en-US\"},{\"@type\":\"Organization\",\"@id\":\"https:\/\/imnovation.acciona.com\/en\/#organization\",\"name\":\"I'MNOVATION#Startups\",\"url\":\"https:\/\/imnovation.acciona.com\/en\/\",\"logo\":{\"@type\":\"ImageObject\",\"inLanguage\":\"en-US\",\"@id\":\"https:\/\/imnovation.acciona.com\/en\/#\/schema\/logo\/image\/\",\"url\":\"https:\/\/cdn-imnov.comun-pro.eu-west-1-aws.cloud-acc.net\/wp-content\/uploads\/2024\/02\/07094750\/Acciona-IMNOV-vert.jpg\",\"contentUrl\":\"https:\/\/cdn-imnov.comun-pro.eu-west-1-aws.cloud-acc.net\/wp-content\/uploads\/2024\/02\/07094750\/Acciona-IMNOV-vert.jpg\",\"width\":1208,\"height\":979,\"caption\":\"I'MNOVATION#Startups\"},\"image\":{\"@id\":\"https:\/\/imnovation.acciona.com\/en\/#\/schema\/logo\/image\/\"}}]}<\/script>\n<!-- \/ Yoast SEO Premium plugin. -->","yoast_head_json":{"title":"Language Processing for the improvement of investor satisfaction | IMNOVATION#Startups","robots":{"index":"index","follow":"follow","max-snippet":"max-snippet:-1","max-image-preview":"max-image-preview:large","max-video-preview":"max-video-preview:-1"},"canonical":"https:\/\/imnovation.acciona.com\/en\/challenges\/language-processing-improvement-investor-satisfaction\/","og_locale":"en_US","og_type":"article","og_title":"Language Processing for the improvement of investor satisfaction","og_url":"https:\/\/imnovation.acciona.com\/en\/challenges\/language-processing-improvement-investor-satisfaction\/","og_site_name":"IMNOVATION#Startups","article_modified_time":"2025-05-12T11:23:35+00:00","og_image":[{"width":2560,"height":1309,"url":"https:\/\/cdn-imnov.comun-pro.eu-west-1-aws.cloud-acc.net\/wp-content\/uploads\/2024\/01\/30153309\/inversores2-scaled-aspect-ratio-2000-1024-1-scaled.jpg","type":"image\/jpeg"}],"twitter_card":"summary_large_image","schema":{"@context":"https:\/\/schema.org","@graph":[{"@type":"WebPage","@id":"https:\/\/imnovation.acciona.com\/en\/challenges\/language-processing-improvement-investor-satisfaction\/","url":"https:\/\/imnovation.acciona.com\/en\/challenges\/language-processing-improvement-investor-satisfaction\/","name":"Language Processing for the improvement of investor satisfaction | IMNOVATION#Startups","isPartOf":{"@id":"https:\/\/imnovation.acciona.com\/en\/#website"},"primaryImageOfPage":{"@id":"https:\/\/imnovation.acciona.com\/en\/challenges\/language-processing-improvement-investor-satisfaction\/#primaryimage"},"image":{"@id":"https:\/\/imnovation.acciona.com\/en\/challenges\/language-processing-improvement-investor-satisfaction\/#primaryimage"},"thumbnailUrl":"https:\/\/cdn-imnov.comun-pro.eu-west-1-aws.cloud-acc.net\/wp-content\/uploads\/2024\/01\/30153309\/inversores2-scaled-aspect-ratio-2000-1024-1-scaled.jpg","datePublished":"2024-01-30T14:52:27+00:00","dateModified":"2025-05-12T11:23:35+00:00","breadcrumb":{"@id":"https:\/\/imnovation.acciona.com\/en\/challenges\/language-processing-improvement-investor-satisfaction\/#breadcrumb"},"inLanguage":"en-US","potentialAction":[{"@type":"ReadAction","target":["https:\/\/imnovation.acciona.com\/en\/challenges\/language-processing-improvement-investor-satisfaction\/"]}]},{"@type":"ImageObject","inLanguage":"en-US","@id":"https:\/\/imnovation.acciona.com\/en\/challenges\/language-processing-improvement-investor-satisfaction\/#primaryimage","url":"https:\/\/cdn-imnov.comun-pro.eu-west-1-aws.cloud-acc.net\/wp-content\/uploads\/2024\/01\/30153309\/inversores2-scaled-aspect-ratio-2000-1024-1-scaled.jpg","contentUrl":"https:\/\/cdn-imnov.comun-pro.eu-west-1-aws.cloud-acc.net\/wp-content\/uploads\/2024\/01\/30153309\/inversores2-scaled-aspect-ratio-2000-1024-1-scaled.jpg","width":2560,"height":1309},{"@type":"BreadcrumbList","@id":"https:\/\/imnovation.acciona.com\/en\/challenges\/language-processing-improvement-investor-satisfaction\/#breadcrumb","itemListElement":[{"@type":"ListItem","position":1,"name":"Home","item":"https:\/\/imnovation.acciona.com\/en\/"},{"@type":"ListItem","position":2,"name":"Language Processing for the improvement of investor satisfaction"}]},{"@type":"WebSite","@id":"https:\/\/imnovation.acciona.com\/en\/#website","url":"https:\/\/imnovation.acciona.com\/en\/","name":"IMNOVATION#Startups","description":"","publisher":{"@id":"https:\/\/imnovation.acciona.com\/en\/#organization"},"alternateName":"IMNOVATION#Startups","potentialAction":[{"@type":"SearchAction","target":{"@type":"EntryPoint","urlTemplate":"https:\/\/imnovation.acciona.com\/en\/?s={search_term_string}"},"query-input":{"@type":"PropertyValueSpecification","valueRequired":true,"valueName":"search_term_string"}}],"inLanguage":"en-US"},{"@type":"Organization","@id":"https:\/\/imnovation.acciona.com\/en\/#organization","name":"I'MNOVATION#Startups","url":"https:\/\/imnovation.acciona.com\/en\/","logo":{"@type":"ImageObject","inLanguage":"en-US","@id":"https:\/\/imnovation.acciona.com\/en\/#\/schema\/logo\/image\/","url":"https:\/\/cdn-imnov.comun-pro.eu-west-1-aws.cloud-acc.net\/wp-content\/uploads\/2024\/02\/07094750\/Acciona-IMNOV-vert.jpg","contentUrl":"https:\/\/cdn-imnov.comun-pro.eu-west-1-aws.cloud-acc.net\/wp-content\/uploads\/2024\/02\/07094750\/Acciona-IMNOV-vert.jpg","width":1208,"height":979,"caption":"I'MNOVATION#Startups"},"image":{"@id":"https:\/\/imnovation.acciona.com\/en\/#\/schema\/logo\/image\/"}}]}},"_links":{"self":[{"href":"https:\/\/imnovation.acciona.com\/en\/wp-json\/wp\/v2\/retos\/31837","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/imnovation.acciona.com\/en\/wp-json\/wp\/v2\/retos"}],"about":[{"href":"https:\/\/imnovation.acciona.com\/en\/wp-json\/wp\/v2\/types\/retos"}],"author":[{"embeddable":true,"href":"https:\/\/imnovation.acciona.com\/en\/wp-json\/wp\/v2\/users\/9"}],"version-history":[{"count":13,"href":"https:\/\/imnovation.acciona.com\/en\/wp-json\/wp\/v2\/retos\/31837\/revisions"}],"predecessor-version":[{"id":37407,"href":"https:\/\/imnovation.acciona.com\/en\/wp-json\/wp\/v2\/retos\/31837\/revisions\/37407"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/imnovation.acciona.com\/en\/wp-json\/wp\/v2\/media\/31863"}],"wp:attachment":[{"href":"https:\/\/imnovation.acciona.com\/en\/wp-json\/wp\/v2\/media?parent=31837"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}