{"id":5996,"date":"2022-11-15T09:06:00","date_gmt":"2022-11-15T14:06:00","guid":{"rendered":"https:\/\/nationalfairhousing.org\/?post_type=issue&#038;p=5996"},"modified":"2023-04-05T17:26:28","modified_gmt":"2023-04-05T21:26:28","slug":"purpose-process-and-monitoring-framework-ppm","status":"publish","type":"issue","link":"https:\/\/nationalfairhousing.org\/issue\/purpose-process-and-monitoring-framework-ppm\/","title":{"rendered":"Purpose, Process, and Monitoring Framework (PPM)"},"content":{"rendered":"\n<h3 class=\"content-wrap-item post__heading post__heading-undefined wp-block-heading\">Background<\/h3>\n\n\n\n<p class=\"content-wrap-item post__paragraph\">In February of 2022, the National Fair Housing Alliance (NFHA) released a new structure for auditing algorithmic systems called&nbsp;<a href=\"https:\/\/nationalfairhousing.org\/wp-content\/uploads\/2022\/02\/PPM_Framework_Article_2-17-2022.pdf\" target=\"_blank\" rel=\"noreferrer noopener\">Purpose Process and Monitoring<\/a>&nbsp;(PPM) that captures the life cycle of a model \u2014 pre-development, development, and post-development, including monitoring. This framework provides an approach for evaluating internal controls and mitigating risks that may be inherent in algorithmic systems and harm consumers.<\/p>\n\n\n\n<p class=\"content-wrap-item post__paragraph\"><\/p>\n\n\n\n\n    <!--Two Column Content Block-->\n    <section class=\"        has-overlay overlay-purple bg-purple-dark                pb-lg pt-lg\n    \">\n        <div class=\"container-fluid\">\n            <div class=\"row no-gutters justify-content-xl-between justify-content-xxxl-center\">\n                <div class=\"col-12 col-xxxl-10\">\n                    <div class=\"row row-grid no-gutters2 align-items-md-center justify-content-md-between\">\n\n                                                    <div class=\"col-md-5 col-lg-5 col-xxl-6 order-lg-2\">\n                                <figure class=\"border-rounded offset-b-lg\">\n                                    <img loading=\"lazy\" decoding=\"async\" src=\"https:\/\/nationalfairhousing.org\/wp-content\/uploads\/2022\/11\/ai-img-orange-1024x805.png\" alt=\"\" class=\"img-fluid\" height=\"855\" width=\"570\">\n                                <\/figure>\n                            <\/div>\n                        \n                        <div class=\"col-md-7 col-lg-6 col-xxl-5 order-lg-1\">\n\n                                                            <span class=\"micro-title color-white has-divider divider-before mb-2\">A Framework for Ensuring AI Fairness<\/span>\n                            \n                                                            <h2 class=\"heading-1 color-white mb-3\">PPM Framework<\/h2>\n                            \n                            <p><strong>The PPM framework enables:<\/strong><\/p>\n<ul>\n<li><strong>Regulators<\/strong><\/li>\n<li><strong>Businesses<\/strong><\/li>\n<li><strong>Researchers<\/strong><\/li>\n<li><strong>Civil Rights Groups<\/strong><\/li>\n<\/ul>\n<p><strong>To conduct a critical analysis of an algorithmic system to identify its assumptions and limitations and produce appropriate recommendations to mitigate consumer fairness and privacy risks.<\/strong><\/p>\n\n                                                            <div class=\"btn-row\">\n                                                                            <a href=\"https:\/\/nationalfairhousing.org\/wp-content\/uploads\/2022\/02\/PPM_Framework_02_17_2022.pdf\" class=\"btn btn-primary btn-yellow btn-sm\">Read the Full PPM Framework<\/a>\n                                    \n                                                                    <\/div>\n                            \n                        <\/div>\n                    <\/div>\n                <\/div>\n            <\/div>\n        <\/div>\n\n        \n    <\/section>\n\n\n\n\n\n    <!--Two Column Content Block-->\n    <section class=\"                bg-purple-xlight        pb-lg pt-lg\n    \">\n        <div class=\"container-fluid\">\n            <div class=\"row no-gutters justify-content-xl-between justify-content-xxxl-center\">\n                <div class=\"col-12 col-xxxl-10\">\n                    <div class=\"row row-grid no-gutters2 align-items-md-center justify-content-md-between\">\n\n                                                    <div class=\"col-md-5 col-lg-5 col-xxl-6 order-lg-2\">\n                                <figure class=\"border-rounded offset-b-lg\">\n                                    <img loading=\"lazy\" decoding=\"async\" src=\"https:\/\/nationalfairhousing.org\/wp-content\/uploads\/2022\/03\/NFHA_PPM_Stock.jpg\" alt=\"\" class=\"img-fluid\" height=\"855\" width=\"570\">\n                                <\/figure>\n                            <\/div>\n                        \n                        <div class=\"col-md-7 col-lg-6 col-xxl-5 order-lg-1\">\n\n                                                            <span class=\"micro-title color-purple-dark has-divider divider-before mb-2\">View the Briefing Materials<\/span>\n                            \n                                                            <h2 class=\"heading-1 color-purple-dark mb-3\">Virtual Briefing: \u201cA New Algorithm Auditing Approach: The PPM Framework\u201d<\/h2>\n                            \n                            <p>On Tuesday, March 22, 2022, the authors of the\u00a0new PPM (Purpose, Process, and Monitoring) auditing framework along with leaders in algorithmic fairness hosted a Virtual Briefing on the National Fair Housing Alliance\u2019s (NFHA\u2019s) new PPM framework. This virtual briefing provided an overview of each stage of the PPM Framework, along with sections on the \u201cBasics of AI and Machine Learning,\u201d \u201cThe Landscape of AI Auditing,\u201d and \u201cAI Auditing as a Requirement for Fair Housing\u201d to ensure the PPM framework is accessible and understandable to all.<\/p>\n\n                                                            <div class=\"btn-row\">\n                                                                            <a href=\"https:\/\/youtu.be\/pR2UqVsjN8U\" class=\"btn btn-primary btn-yellow btn-sm\">Watch the Recording<\/a>\n                                    \n                                                                            <a href=\"https:\/\/nationalfairhousing.org\/wp-content\/uploads\/2022\/03\/SpeakerPPMWebinarSlides_3-22-22.pdf\" class=\"btn btn-link btn-link-purple btn-link-arrow btn-arrow-yellow btn-arrow-after\">View the Presentation Slides<\/a>\n                                                                    <\/div>\n                            \n                        <\/div>\n                    <\/div>\n                <\/div>\n            <\/div>\n        <\/div>\n\n        \n    <\/section>\n\n\n\n\n\n    <!--Resources-->\n    <section class=\"block-resources pt-md pb-lg border-gutters border-gutters-dark border-gutters-top\">\n        <div class=\"container-fluid position-relative\">\n\n                            <header class=\"block-header align-between\"><h2 class=\"heading-1 color-purple-dark\">More Resources<\/h2><\/header>\n            \n            <div class=\"row row-grid-lg pt-md\">\n                                                    \n\n    \n    <article class=\"col-sm-6 col-xl-4\">\n        <a href=\"https:\/\/nationalfairhousing.org\/the-national-fair-housing-alliance-releases-a-new-framework-for-auditing-algorithmic-systems-purpose-process-and-monitoring-ppm\/\" class=\"card-link \" data-redirect=\"\">\n                                    <h3 class=\"heading-3 color-purple-dark mb-4\">The National Fair Housing Alliance Releases A New Framework for Auditing Algorithmic Systems: Purpose, Process, and Monitoring (PPM)<\/h3>\n                            <div class=\"text-16-regular\">The PPM Framework establishes the gold standard for auditing algorithmic models including Machine Learning and AI systems WASHINGTON, DC\u2014The National Fair Housing Alliance (NFHA) released a new structure for auditing algorithmic systems called Purpose Process and Monitoring (PPM that captures the life cycle of a model \u2013 pre-development, development, and post-development, including monitoring. This framework [&hellip;]<\/div>\n                        <footer class=\"card-footer mt-10\"><span class=\"text-12-regular\">2\/17\/2022<\/span><\/footer>\n        <\/a>\n    <\/article>\n\n                                    \n\n    \n    <article class=\"col-sm-6 col-xl-4\">\n        <a href=\"https:\/\/nationalfairhousing.org\/how-home-appraisal-reforms-aim-to-reduce-bias\/\" class=\"card-link \" data-redirect=\"\">\n                                    <h3 class=\"heading-3 color-purple-dark mb-4\">New National Fair Housing Alliance framework seeks to advance fairness in lending  (National Mortgage News)<\/h3>\n                            <div class=\"text-16-regular\">The drive for fairness in automated decision making has been boosted by a new framework developed by the National Fair Housing Alliance, which can identify the underlying assumptions and limitations of algorithmic tools used in automated underwriting and risk-based pricing. Designed for regulators, businesses, researchers and other stakeholders, the alliance&#8217;s Purpose, Process and Monitoring system [&hellip;]<\/div>\n                        <footer class=\"card-footer mt-10\"><span class=\"text-12-regular\">10\/31\/2022<\/span><\/footer>\n        <\/a>\n    <\/article>\n\n                            <\/div>\n\n        <\/div>\n    <\/section>\n\n","protected":false},"excerpt":{"rendered":"<p>Background In February of 2022, the National Fair Housing Alliance (NFHA) released a new structure for auditing algorithmic systems called&nbsp;Purpose Process and Monitoring&nbsp;(PPM) that captures the life cycle of a model \u2014 pre-development, development, and post-development, including monitoring. This framework provides an approach for evaluating internal controls and mitigating risks that may be inherent in [&hellip;]<\/p>\n","protected":false},"featured_media":4717,"template":"","meta":{"_acf_changed":false},"class_list":["post-5996","issue","type-issue","status-publish","has-post-thumbnail","hentry"],"acf":[],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v26.5 - https:\/\/yoast.com\/wordpress\/plugins\/seo\/ -->\n<title>Purpose, Process, and Monitoring Framework (PPM) - NFHA<\/title>\n<meta name=\"description\" content=\"Background In February of 2022, the National Fair Housing Alliance (NFHA) released a new structure for auditing algorithmic systems called&nbsp;Purpose Process and Monitoring&nbsp;(PPM) that captures the life cycle of a model \u2014 pre-development, development, and post-development, including monitoring. This framework provides an approach for evaluating internal controls and mitigating risks that may be inherent in [&hellip;]\" \/>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/nationalfairhousing.org\/issue\/purpose-process-and-monitoring-framework-ppm\/\" \/>\n<meta property=\"og:locale\" content=\"en_US\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Purpose, Process, and Monitoring Framework (PPM) - NFHA\" \/>\n<meta property=\"og:description\" content=\"Background In February of 2022, the National Fair Housing Alliance (NFHA) released a new structure for auditing algorithmic systems called&nbsp;Purpose Process and Monitoring&nbsp;(PPM) that captures the life cycle of a model \u2014 pre-development, development, and post-development, including monitoring. 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