{"id":55631,"date":"2023-09-22T17:43:22","date_gmt":"2025-10-10T12:39:26","guid":{"rendered":"https:\/\/www.elixirr.com\/en-us\/?post_type=case_study&#038;p=55631"},"modified":"2025-10-29T14:11:14","modified_gmt":"2025-10-29T14:11:14","slug":"global-investment-management-firm-delivering-ai-powered-solutions","status":"publish","type":"case_study","link":"https:\/\/www.elixirr.com\/en-us\/case-studies\/global-investment-management-firm-delivering-ai-powered-solutions\/","title":{"rendered":"Global investment management firm: delivering AI-powered solutions"},"content":{"rendered":"<section\n    class=\"wp-block-text-block edwp-block layout--spacing-y bg--none\"\n    >\n    <div class=\"wp-block-text-block__container container fade-in\">\n        <div class=\"wp-block-text-block__content wysiwyg\">\n            <p class=\"meta-right-overview\">Our team partnered with one of the world\u2019s largest investment management firms to explore innovative ways to further its ESG focus and compliance, surrounding its shareholder voting and investee company rating processes, with the latest AI-powered technologies.<\/p>\n<div class=\"hero-meta\">\n<ul class=\"meta-list\">\n<li>Outcome 1: Contacted and assessed over 50 AI-powered solution providers for their suitability against pre-defined criteria<\/li>\n<li>Outcome 2: Created 5 bespoke proof of concepts (PoCs) according to our client\u2019s specific use cases to illustrate how to deliver and scale their offering<\/li>\n<li>Outcome 3: Built a custom AI-powered natural language processing (NLP) solution that automated up to 94.5% of the current process while enhancing our client\u2019s approach to ESG-related voting and rating<\/li>\n<\/ul>\n<\/div>\n        <\/div>\n            <\/div>\n<\/section>\n\n\n<section\n    class=\"wp-block-banner edwp-block layout--spacing-y bg--secondary wp-block-banner--content-right\"\n    >\n    <div class=\"container wp-block-banner__container\">\n        <div class=\"edwp-component edwp-fade-in wp-block-banner__content\">\n            <h2 class=\"wp-component-heading wp-component-content__title text--h1\">\n    The challenge<\/h2>                <div class=\"wp-component-content__content wp-component-content__content--cols-1 wysiwyg\">\n                            <div class=\"wp-component-content__column\">\n                    <p>With increasing investor and regulatory demand for ESG-related action and recognition of superior financial performance associated with sustainable business practices, our client wanted to further its ESG focus through intelligent automation. They sought support from our\u00a0<a href=\"https:\/\/www.elixirr.com\/services\/generative-ai\/\">generative AI<\/a>\u00a0and\u00a0<a href=\"https:\/\/www.elixirr.com\/services\/ai-machine-learning\/\">machine learning<\/a>\u00a0experts to explore best practice solutions in the market today and to work collaboratively with AI-powered solution providers to reduce the manual workload associated with ESG-related shareholder voting and investee company rating processes.<\/p>\n<p>Before working with our team, our client had adopted a labor-intensive, spreadsheet-based approach to tracking the performance of investee companies against a specific set of ESG criteria for voting and rating purposes. This method took up thousands of analyst hours and was prone to error, with subjective judgments and no way of updating assessments throughout the year and in the run-up to annual general meetings (AGMs). With the advent of new technology, like AI &amp; ML, businesses across all industries have the opportunity to transform, unlocking new value for people, customers, and shareholders in near real-time. This is a clear example of how we helped our client to unlock that value while supercharging efficiency.<\/p>\n                <\/div>\n                    <\/div>\n                    <\/div>            <\/div>\n<\/section>\n\n\n<section\n    class=\"wp-block-banner edwp-block layout--none bg--secondary wp-block-banner--content-right\"\n    >\n    <div class=\"container wp-block-banner__container\">\n        <div class=\"edwp-component edwp-fade-in wp-block-banner__content\">\n            <h2 class=\"wp-component-heading wp-component-content__title text--h1\">\n    The approach<\/h2>                <div class=\"wp-component-content__content wp-component-content__content--cols-1 wysiwyg\">\n                            <div class=\"wp-component-content__column\">\n                    <p>We adopted an experimental approach to explore the technical feasibility of a new AI-powered ESG voting and rating tool. Over 8 weeks, we gathered requirements, contacted and assessed over 50 suitable solution providers, and developed a series of 5 custom-built PoCs. We worked collaboratively with our client, so key members of the voting and rating teams were engaged throughout, resulting in the selection of two PoCs to progress to a further discovery stage.<\/p>\n                <\/div>\n                    <\/div>\n                    <\/div>            <\/div>\n<\/section>\n\n\n<section\n    class=\"wp-block-banner edwp-block layout--spacing-y bg--secondary wp-block-banner--content-right\"\n    >\n    <div class=\"container wp-block-banner__container\">\n        <div class=\"edwp-component edwp-fade-in wp-block-banner__content\">\n            <h2 class=\"wp-component-heading wp-component-content__title text--h1\">\n    The value delivered<\/h2>                <div class=\"wp-component-content__content wp-component-content__content--cols-1 wysiwyg\">\n                            <div class=\"wp-component-content__column\">\n                    <p><a href=\"https:\/\/www.elixirr.com\/our-brands\/responsum\/#a\">Responsum<\/a>, our large language model and generative AI platform, customized its end-to-end solution to meet our client\u2019s unique needs. Powered by natural language processing (NLP) and the leading generative models, the platform demonstrated the ability to automate and enhance our client\u2019s current manual approach to ESG-related analysis, voting and rating by 6-10 times. The tool has the potential now to not only reduce operating costs and errors, but also promote greater transparency around ESG performance, improving the governance and sustainability behaviors of investee companies.<\/p>\n                <\/div>\n                    <\/div>\n                    <\/div>            <\/div>\n<\/section>\n","protected":false},"excerpt":{"rendered":"","protected":false},"author":1,"featured_media":55633,"template":"","related_service":[46],"related_industry":[42],"class_list":["post-55631","case_study","type-case_study","status-publish","has-post-thumbnail","hentry"],"acf":[],"yoast_head":"<!-- This site is optimized with the Yoast SEO Premium plugin v27.1 (Yoast SEO v27.1.1) - https:\/\/yoast.com\/product\/yoast-seo-premium-wordpress\/ -->\n<title>Case Studies - Elixirr - USA<\/title>\n<meta name=\"description\" content=\"A global investment manager partnered with Elixirr to deploy AI-powered tools that automate up to 94\u2009% of ESG voting and rating 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srcset=\"https:\/\/www.elixirr.com\/en-us\/wp-content\/uploads\/sites\/2\/2025\/10\/Global-investment-Article-Feature-Image.jpg 820w, https:\/\/www.elixirr.com\/en-us\/wp-content\/uploads\/sites\/2\/2025\/10\/Global-investment-Article-Feature-Image-300x180.jpg 300w, https:\/\/www.elixirr.com\/en-us\/wp-content\/uploads\/sites\/2\/2025\/10\/Global-investment-Article-Feature-Image-768x461.jpg 768w, https:\/\/www.elixirr.com\/en-us\/wp-content\/uploads\/sites\/2\/2025\/10\/Global-investment-Article-Feature-Image-87x52.jpg 87w, https:\/\/www.elixirr.com\/en-us\/wp-content\/uploads\/sites\/2\/2025\/10\/Global-investment-Article-Feature-Image-319x191.jpg 319w, https:\/\/www.elixirr.com\/en-us\/wp-content\/uploads\/sites\/2\/2025\/10\/Global-investment-Article-Feature-Image-479x287.jpg 479w, https:\/\/www.elixirr.com\/en-us\/wp-content\/uploads\/sites\/2\/2025\/10\/Global-investment-Article-Feature-Image-567x340.jpg 567w, 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<\/h2>\n        <\/a>                                                            <div class=\"wp-component-card__meta\">\n                                            <p class=\"wp-component-card__date\">\n                            22 September 2023                        <\/p>\n                                                                <div class=\"wp-component-card__terms\">\n                                                                                                                                                                                                                <div class=\"wp-component-tags edwp-component\">\n                        <div class=\"wp-component-tags__tag\">\n                Financial Services            <\/div>\n                                <div class=\"wp-component-tags__tag\">\n                Generative AI            <\/div>\n                <\/div>\n                        <\/div>\n                                    <\/div>\n            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