{"id":31567,"date":"2026-02-02T19:39:42","date_gmt":"2026-02-02T19:39:42","guid":{"rendered":"https:\/\/www.3pillarglobal.com\/?page_id=31567"},"modified":"2026-02-09T18:51:21","modified_gmt":"2026-02-09T18:51:21","slug":"data-archeology","status":"publish","type":"page","link":"https:\/\/www.3pillarglobal.com\/helix-ai\/data-archeology\/","title":{"rendered":"Data Archeology Platform"},"content":{"rendered":"\n<section  class=\"hero-block hero text-bg-teal\" style=\"background-image: url(https:\/\/www.3pillarglobal.com\/wp-content\/uploads\/2024\/07\/data-analytics-insights-hero.png)\">\n            <img loading=\"lazy\" decoding=\"async\" width=\"768\" height=\"432\" src=\"https:\/\/www.3pillarglobal.com\/wp-content\/uploads\/2024\/07\/data-analytics-insights-hero-mobile.jpg\" class=\"mobile-image img-fluid\" alt=\"Abstract background formed by diagonal lines of light blue color, bright and elegant.\" srcset=\"https:\/\/www.3pillarglobal.com\/wp-content\/uploads\/2024\/07\/data-analytics-insights-hero-mobile.jpg 768w, https:\/\/www.3pillarglobal.com\/wp-content\/uploads\/2024\/07\/data-analytics-insights-hero-mobile-300x169.jpg 300w\" sizes=\"auto, (max-width: 768px) 100vw, 768px\" \/>    \n    <div class=\"hero-body\">\n        <div class=\"container\">\n            <div class=\"row\">\n                <div class=\"col-lg-6 pe-lg-5\">\n                                            <nav aria-label=\"breadcrumb\"><ol class=\"breadcrumb\"><li class=\"breadcrumb-item\"><a href=\"https:\/\/www.3pillarglobal.com\">Home<\/a><\/li><li class=\"breadcrumb-item\"><a href=\"https:\/\/www.3pillarglobal.com\/helix-ai\/\">HelixAI<\/a><\/li><\/ol><\/nav>                                    <\/div>\n            <\/div>\n\n            <div class=\"row\">\n                <div class=\"col-lg-6 pe-lg-5\">\n                                            <h1>Data Archeology Platform<\/h1>\n                    \n                                    <\/div>\n            <\/div>\n\n            <div class=\"acf-innerblocks-container\">\n\n<div style=\"height:50px\" aria-hidden=\"true\" class=\"wp-block-spacer is-style-medium\"><\/div>\n\n\n<div class=\"wp-bootstrap-blocks-row row\">\n\t\n\n<div class=\"col-12 col-md-12\">\n\t\t\t\n\n<div  class=\"card-container-block card\">\n    <div class=\"card-body\">\n        <div class=\"acf-innerblocks-container\">\n<div class=\"wp-bootstrap-blocks-row row gx-5\">\n\t\n\n<div class=\"col-12 col-md-6\">\n\t\t\t\n<div class=\"wp-block-heading\">\n<h2 class=\"wp-block-heading\">Make implicit data structures and lineage explicit across fragmented systems<\/h2>\n<\/div>\n\n\n<div style=\"height:24px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n\n            <a href=\"\/contact-us\/\" target=\"\" class=\"button-block btn btn-primary\">\n            <span>Let\u2019s talk<\/span>\n        <\/a>\n    \n\n\n\n<div style=\"height:24px\" aria-hidden=\"true\" class=\"wp-block-spacer is-style-default\"><\/div>\n\n\t<\/div>\n\n\n\n<div class=\"col-12 col-md-6\">\n\t\t\t\n<div class=\"wp-bootstrap-blocks-row row\">\n\t\n\n<div class=\"col-2\">\n\t\t\t\n<div class=\"wp-block-safe-svg-svg-icon safe-svg-cover\" style=\"text-align: center;\">\n\t\t\t\t<div class=\"safe-svg-inside safe-svg-inline\" style=\"width: 64px; height: 64px; background-color: var(--wp--preset--color--); color: var(--wp--preset--color--); padding-top: ; padding-right: ; padding-bottom: ; padding-left: ; margin-top: ; margin-right: ; margin-bottom: ; margin-left: ;\"><?xml version=\"1.0\" encoding=\"UTF-8\"?> <svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" xmlns:xlink=\"http:\/\/www.w3.org\/1999\/xlink\" width=\"64px\" height=\"64px\" viewBox=\"0 0 64 64\" version=\"1.1\"><title>Assets \/ 1.1.1 Services Detail \/ Application Modernization \/ icon-tactic<\/title><g id=\"Assets-\/-1.1.1-Services-Detail-\/-Application-Modernization-\/-icon-tactic\" stroke=\"none\" stroke-width=\"1\" fill=\"none\" fill-rule=\"evenodd\"><g id=\"Design-\/-Icon-\/-analytics\" transform=\"translate(10.6667, 9.3333)\" fill=\"#80DBEB\"><path d=\"M32.7846667,44.9126667 L31.3693333,43.4973333 L35.5693333,39.2306667 L31.3693333,35.0306667 L32.7846667,33.5486667 L37.0513333,37.8153333 L41.2513333,33.5486667 L42.682,35.0306667 L38.4153333,39.2306667 L42.682,43.4973333 L41.2513333,44.9126667 L37.0513333,40.7126667 L32.7846667,44.9126667 Z M6.34733333,42.8613333 C7.562,42.8613333 8.58555556,42.4491111 9.418,41.6246667 C10.2504444,40.7997778 10.6666667,39.78 10.6666667,38.5653333 C10.6666667,37.3506667 10.2542222,36.3271111 9.42933333,35.4946667 C8.60488889,34.6622222 7.58533333,34.246 6.37066667,34.246 C5.156,34.246 4.13244444,34.6584444 3.3,35.4833333 C2.46755556,36.3077778 2.05133333,37.3273333 2.05133333,38.542 C2.05133333,39.7566667 2.46355556,40.7802222 3.288,41.6126667 C4.11288889,42.4451111 5.13266667,42.8613333 6.34733333,42.8613333 L6.34733333,42.8613333 Z M6.38466667,44.9126667 C4.59666667,44.9126667 3.08555556,44.2928889 1.85133333,43.0533333 C0.617111111,41.8142222 1.77635684e-15,40.3117778 1.77635684e-15,38.546 C1.77635684e-15,36.7802222 0.618888889,35.2802222 1.85666667,34.046 C3.09444444,32.8117778 4.59511111,32.1946667 6.35866667,32.1946667 C7.94533333,32.1946667 9.33177778,32.7033333 10.518,33.7206667 C11.7042222,34.7375556 12.4171111,36.0288889 12.6566667,37.5946667 C14.9264444,37.6084444 16.8546667,36.8288889 18.4413333,35.256 C20.0275556,33.6835556 20.8206667,31.7793333 20.8206667,29.5433333 L20.8206667,19.0153333 C20.8206667,15.7842222 21.9615556,13.0277778 24.2433333,10.746 C26.5255556,8.46377778 29.282,7.32266667 32.5126667,7.32266667 L38.6766667,7.32266667 L32.836,1.482 L34.318,-1.77635684e-15 L42.6666667,8.34866667 L34.318,16.6973333 L32.836,15.282 L38.6253333,9.374 L32.5126667,9.374 C29.8317778,9.374 27.5546667,10.3106667 25.6813333,12.184 C23.8084444,14.0573333 22.872,16.3344444 22.872,19.0153333 L22.872,29.5433333 C22.872,32.3775556 21.8693333,34.7733333 19.864,36.7306667 C17.8591111,38.688 15.4566667,39.6597778 12.6566667,39.646 C12.3726667,41.1673333 11.6411111,42.4255556 10.462,43.4206667 C9.28333333,44.4153333 7.92422222,44.9126667 6.38466667,44.9126667 Z M1.41533333,13.61 L1.77635684e-15,12.1946667 L4.2,7.928 L1.77635684e-15,3.728 L1.41533333,2.246 L5.682,6.51266667 L9.882,2.246 L11.364,3.728 L7.09733333,7.928 L11.364,12.1946667 L9.882,13.61 L5.682,9.41 L1.41533333,13.61 L1.41533333,13.61 Z\" id=\"Shape\"><\/path><\/g><\/g><\/svg> <\/div>\n\t\t\t<\/div>\n\t<\/div>\n\n\n\n<div class=\"col-10\">\n\t\t\t\n<div class=\"wp-block-heading\">\n<h3 class=\"wp-block-heading\">Lineage visibility<\/h3>\n<\/div>\n\n\n<p>Expose upstream and downstream data flows across systems, stores, and interfaces to establish factual traceability.<\/p>\n\n\n\n<div style=\"height:24px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\t<\/div>\n\n<\/div>\n\n\n<div class=\"wp-bootstrap-blocks-row row\">\n\t\n\n<div class=\"col-2\">\n\t\t\t\n<div class=\"wp-block-safe-svg-svg-icon safe-svg-cover\" style=\"text-align: center;\">\n\t\t\t\t<div class=\"safe-svg-inside safe-svg-inline\" style=\"width: 64px; height: 64px; background-color: var(--wp--preset--color--); color: var(--wp--preset--color--); padding-top: ; padding-right: ; padding-bottom: ; padding-left: ; margin-top: ; margin-right: ; margin-bottom: ; margin-left: ;\"><?xml version=\"1.0\" encoding=\"UTF-8\"?> <svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" xmlns:xlink=\"http:\/\/www.w3.org\/1999\/xlink\" width=\"64px\" height=\"64px\" viewBox=\"0 0 64 64\" version=\"1.1\"><title>Assets \/ 1.1.1 Services Detail \/ Design Systems \/ icon-checklist<\/title><g id=\"Assets-\/-1.1.1-Services-Detail-\/-Design-Systems-\/-icon-checklist\" stroke=\"none\" stroke-width=\"1\" fill=\"none\" fill-rule=\"evenodd\"><g id=\"Design-\/-Icon-\/-analytics\" transform=\"translate(8, 14.6667)\" fill=\"#80DBEB\" fill-rule=\"nonzero\"><g id=\"checklist_48dp_5F6368_FILL0_wght200_GRAD0_opsz48\" transform=\"translate(0, 0)\"><path d=\"M7.56933333,33.8053333 L0,26.236 L1.41533333,24.8206667 L7.518,30.9073333 L19.1433333,19.282 L20.5586667,20.764 L7.56933333,33.8053333 Z M7.56933333,14.5233333 L0,6.954 L1.41533333,5.53866667 L7.518,11.6253333 L19.1433333,0 L20.5586667,1.482 L7.56933333,14.5233333 Z M26.718,29.1486667 L26.718,27.0973333 L48.0513333,27.0973333 L48.0513333,29.1486667 L26.718,29.1486667 Z M26.718,9.86666667 L26.718,7.81533333 L48.0513333,7.81533333 L48.0513333,9.86666667 L26.718,9.86666667 Z\" id=\"Shape\"><\/path><\/g><\/g><\/g><\/svg> <\/div>\n\t\t\t<\/div>\n\t<\/div>\n\n\n\n<div class=\"col-10\">\n\t\t\t\n<div class=\"wp-block-heading\">\n<h3 class=\"wp-block-heading\">Schema &amp; structure discovery<\/h3>\n<\/div>\n\n\n<p>Infer schemas, field relationships, and implicit structures from heterogeneous and partially documented sources.<\/p>\n\n\n\n<div style=\"height:24px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\t<\/div>\n\n<\/div>\n\n\n<div class=\"wp-bootstrap-blocks-row row\">\n\t\n\n<div class=\"col-2\">\n\t\t\t\n<div class=\"wp-block-safe-svg-svg-icon safe-svg-cover\" style=\"text-align: center;\">\n\t\t\t\t<div class=\"safe-svg-inside safe-svg-inline\" style=\"width: 64px; height: 64px; background-color: var(--wp--preset--color--); color: var(--wp--preset--color--); padding-top: ; padding-right: ; padding-bottom: ; padding-left: ; margin-top: ; margin-right: ; margin-bottom: ; margin-left: ;\"><?xml version=\"1.0\" encoding=\"UTF-8\"?> <svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" xmlns:xlink=\"http:\/\/www.w3.org\/1999\/xlink\" width=\"64px\" height=\"64px\" viewBox=\"0 0 64 64\" version=\"1.1\"><title>Assets \/ 1.1.1 Services Detail \/ Product Development Maturity Assessment \/ icon-monitoring<\/title><g id=\"Assets-\/-1.1.1-Services-Detail-\/-Product-Development-Maturity-Assessment-\/-icon-monitoring\" stroke=\"none\" stroke-width=\"1\" fill=\"none\" fill-rule=\"evenodd\"><g id=\"Design-\/-Icon-\/-analytics\" transform=\"translate(9.3333, 10.6667)\" fill=\"#80DBEB\"><path d=\"M-1.77635684e-15,43.436 L-1.77635684e-15,40.1126667 L2.05133333,38.0613333 L2.05133333,43.436 L-1.77635684e-15,43.436 Z M10.846,43.436 L10.846,29.446 L12.8973333,27.3946667 L12.8973333,43.436 L10.846,43.436 Z M21.6413333,43.436 L21.6413333,27.3946667 L23.692,29.5126667 L23.692,43.436 L21.6413333,43.436 Z M32.4873333,43.436 L32.4873333,29.5126667 L34.5386667,27.4613333 L34.5386667,43.436 L32.4873333,43.436 Z M43.282,43.436 L43.282,18.7793333 L45.3333333,16.728 L45.3333333,43.436 L43.282,43.436 L43.282,43.436 Z M-1.77635684e-15,26.8306667 L-1.77635684e-15,23.9846667 L17.3333333,6.682 L28,17.3486667 L45.3333333,-5.32907052e-15 L45.3333333,2.89733333 L28,20.246 L17.3333333,9.57933333 L-1.77635684e-15,26.8306667 Z\" id=\"Shape\"><\/path><\/g><\/g><\/svg> <\/div>\n\t\t\t<\/div>\n\t<\/div>\n\n\n\n<div class=\"col-10\">\n\t\t\t\n<div class=\"wp-block-heading\">\n<h3 class=\"wp-block-heading\">Transformation &amp; dependency mapping<\/h3>\n<\/div>\n\n\n<p>Identify how data is reshaped, aggregated, and consumed across pipelines, applications, and reporting layers.<\/p>\n\n\n\n<div style=\"height:24px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\t<\/div>\n\n<\/div>\n\n\t<\/div>\n\n<\/div>\n\n<\/div>\n    <\/div>\n<\/div>\n\t<\/div>\n\n<\/div>\n\n\n\n<div style=\"height:50px\" aria-hidden=\"true\" class=\"wp-block-spacer is-style-small\"><\/div>\n\n<\/div>\n        <\/div>\n    <\/div>\n<\/section>\n\n<div class=\"wp-bootstrap-blocks-container container mb-2\">\n\t\n\n<div  class=\"background-block \">\n    \n<\/div>\n\n\n<div style=\"height:100px\" aria-hidden=\"true\" class=\"wp-block-spacer is-style-medium\"><\/div>\n\n\n<div class=\"wp-bootstrap-blocks-row row\">\n\t\n\n<div class=\"col-12 col-lg-3\">\n\t\t\t\n\n    <nav id=\"sidebarMenu\" class=\"custom-block block-placeholder sidebar-menu-block sidebar-menu sticky-element\">\n        <ul class=\"nav nav-pills\">\n                                                <li class=\"nav-item\">\n                        <a href=\"#overview\" class=\"nav-link scroll-spy-item\" aria-current=\"page\">\n                            Overview                        <\/a>\n                    <\/li>\n                                                                <li class=\"nav-item\">\n                        <a href=\"#knowledge-artifacts\" class=\"nav-link scroll-spy-item\" aria-current=\"page\">\n                            Knowledge artifacts                        <\/a>\n                    <\/li>\n                                                                <li class=\"nav-item\">\n                        <a href=\"#key-characteristics\" class=\"nav-link scroll-spy-item\" aria-current=\"page\">\n                            Key characteristics                        <\/a>\n                    <\/li>\n                                                                <li class=\"nav-item\">\n                        <a href=\"#case-studies\" class=\"nav-link scroll-spy-item\" aria-current=\"page\">\n                            Case studies                        <\/a>\n                    <\/li>\n                                                                <li class=\"nav-item\">\n                        <a href=\"#related-insights-modernization\" class=\"nav-link scroll-spy-item\" aria-current=\"page\">\n                            Related insights                        <\/a>\n                    <\/li>\n                                                                <li class=\"nav-item\">\n                        <a href=\"#contact\" class=\"nav-link scroll-spy-item\" aria-current=\"page\">\n                            Contact                        <\/a>\n                    <\/li>\n                                    <\/ul>\n    <\/nav>\n\n\t<\/div>\n\n\n\n<div class=\"col-12 col-lg-9\">\n\t\t\t\n\n<div id=\"overview\"  class=\"background-block scroll-spy-target \">\n    \n<div class=\"wp-block-heading\">\n<h2 class=\"wp-block-heading\">Surface lineage, schema, and dependencies hidden in legacy data environments<\/h2>\n<\/div>\n\n\n<div style=\"height:15px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n<div class=\"wp-bootstrap-blocks-row row\">\n\t\n\n<div class=\"col-12 col-md-6\">\n\t\t\t\n\n<p>3Pillar&#8217;s Data Archeology Platform makes implicit data structures explicit in complex and legacy environments. It is designed for situations where lineage is unknown, schemas are inconsistent, and transformation logic exists only in code, stored procedures, or operational behavior.<\/p>\n\n\n\n<p>The asset focuses on structural discovery rather than governance policy or analytics tooling. It produces inspectable knowledge artifacts that describe how data actually exists and moves \u2014 including schema relationships, transformation logic, cross-system dependencies, and record-level lineage paths.<\/p>\n\n\t<\/div>\n\n\n\n<div class=\"col-12 col-md-6\">\n\t\t\t\n\n<p>The platform operates in read-only or non-intrusive modes where possible. The goal is not to refactor or replace existing stores, but to generate an explicit, queryable representation of data structures and flows. This explicit knowledge reduces uncertainty in environments where documentation is incomplete, systems have evolved organically, or multiple data estates have been merged over time.<\/p>\n\n\n\n<p>Outputs are structural and evidentiary in nature: mappings, lineage graphs, dependency matrices, and transformation records that can be examined, validated, and extended over time.<\/p>\n\n\t<\/div>\n\n<\/div>\n\n\n\n<div style=\"height:30px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n<div class=\"wp-block-heading\">\n<h2 class=\"wp-block-heading\" id=\"knowledge-artifacts\">What the platform produces<\/h2>\n<\/div>\n\n\n<div style=\"height:15px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<p>Data Archeology generates explicit, inspectable records that describe how data is structured, transformed, and interconnected across systems. These outputs are structural artifacts rather than reports or dashboards \u2014 they serve as referenceable knowledge layers that can be validated, extended, and reused as environments evolve.<\/p>\n\n\n\n<div style=\"height:20px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<figure class=\"wp-block-image size-large\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"399\" src=\"https:\/\/www.3pillarglobal.com\/wp-content\/uploads\/2026\/02\/Data-Archeology-process-1024x399.png\" alt=\"\" class=\"wp-image-31609\" srcset=\"https:\/\/www.3pillarglobal.com\/wp-content\/uploads\/2026\/02\/Data-Archeology-process-1024x399.png 1024w, https:\/\/www.3pillarglobal.com\/wp-content\/uploads\/2026\/02\/Data-Archeology-process-300x117.png 300w, https:\/\/www.3pillarglobal.com\/wp-content\/uploads\/2026\/02\/Data-Archeology-process-768x300.png 768w, https:\/\/www.3pillarglobal.com\/wp-content\/uploads\/2026\/02\/Data-Archeology-process-1536x599.png 1536w, https:\/\/www.3pillarglobal.com\/wp-content\/uploads\/2026\/02\/Data-Archeology-process-2048x799.png 2048w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><\/figure>\n\n\n\n<div style=\"height:60px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n<div class=\"wp-bootstrap-blocks-row row gx-5 gy-4\">\n\t\n\n<div class=\"col-12 col-md-6\">\n\t\t\t\n<div class=\"wp-block-heading\">\n<h4 class=\"wp-block-heading\">Lineage graphs<\/h4>\n<\/div>\n\n\n<p>Visual and queryable representations of upstream and downstream data movement across systems, pipelines, and applications.<\/p>\n\n\t<\/div>\n\n\n\n<div class=\"col-12 col-md-6\">\n\t\t\t\n<div class=\"wp-block-heading\">\n<h4 class=\"wp-block-heading\">Schema maps &amp; relationship models<\/h4>\n<\/div>\n\n\n<p>Explicit definitions of tables, fields, entities, and inferred relationships across heterogeneous data sources.<\/p>\n\n\t<\/div>\n\n\n\n<div class=\"col-12 col-md-6\">\n\t\t\t\n<div class=\"wp-block-heading\">\n<h4 class=\"wp-block-heading\">Transformation records<\/h4>\n<\/div>\n\n\n<p>Documented joins, aggregations, filters, and derived fields extracted from pipelines, scripts, and stored logic.<\/p>\n\n\t<\/div>\n\n\n\n<div class=\"col-12 col-md-6\">\n\t\t\t\n<div class=\"wp-block-heading\">\n<h4 class=\"wp-block-heading\">Dependency matrices<\/h4>\n<\/div>\n\n\n<p>System\u2011to\u2011system and dataset\u2011to\u2011dataset dependency views that expose coupling, reuse, and propagation paths.<\/p>\n\n\t<\/div>\n\n\n\n<div class=\"col-12 col-md-6\">\n\t\t\t\n<div class=\"wp-block-heading\">\n<h4 class=\"wp-block-heading\">Structural metadata catalogs<\/h4>\n<\/div>\n\n\n<p>Consolidated metadata describing structure, format, classification, and access characteristics without altering source stores.<\/p>\n\n\t<\/div>\n\n\n\n<div class=\"col-12 col-md-6\">\n\t\t\t\n<div class=\"wp-block-heading\">\n<h4 class=\"wp-block-heading\">Inspectable knowledge artifacts<\/h4>\n<\/div>\n\n\n<p>Persistent, extensible records that can be reviewed, validated, and incrementally refined as environments evolve.<\/p>\n\n\t<\/div>\n\n<\/div>\n\n\n<\/div>\n\n\n<div style=\"height:25px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n<div class=\"wp-block-heading\">\n<h2 class=\"wp-block-heading\" id=\"key-characteristics\">Key characteristics<\/h2>\n<\/div>\n\n\n<div style=\"height:50px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<div  class=\"background-offset-block background-offset bg-offset-light-cyan card\">\n    <div class=\"card-body\">\n        \n<div class=\"wp-bootstrap-blocks-row row\">\n\t\n\n<div class=\"col-12 col-md-8\">\n\t\t\t\n<div id=\"accordion-expertise_accordion\"  class=\"custom-block accordion-block block-placeholder\">\n    <div class=\"row\">\n        <div class=\"col\">\n            <div class=\"accordion\" id=\"accordion-container-expertise_accordion\">\n                \n\n<div class=\"accordion-item\">\n    <h3 class=\"accordion-header\">\n        <button class=\"accordion-button collapsed\" type=\"button\" data-bs-toggle=\"collapse\" data-bs-target=\"#expertise_1\" aria-expanded=\"false\" aria-controls=\"expertise_1\">\n            Read\u2011only structural discovery        <\/button>\n    <\/h3>\n\n    \n<div id=\"expertise_1\" class=\"accordion-collapse collapse\" data-bs-parent=\"#accordion-container-expertise_accordion\">\n    <div class=\"accordion-body\">\n        \n\n<p>Analyzes schemas, extracts metadata, and observes transformation logic without requiring modification of underlying data stores.<\/p>\n\n\n    <\/div>\n<\/div>\n\n<\/div>\n\n\n<div class=\"accordion-item\">\n    <h3 class=\"accordion-header\">\n        <button class=\"accordion-button collapsed\" type=\"button\" data-bs-toggle=\"collapse\" data-bs-target=\"#expertise_2\" aria-expanded=\"false\" aria-controls=\"expertise_2\">\n            Cross\u2011system lineage reconstruction        <\/button>\n    <\/h3>\n\n    \n<div id=\"expertise_2\" class=\"accordion-collapse collapse\" data-bs-parent=\"#accordion-container-expertise_accordion\">\n    <div class=\"accordion-body\">\n        \n\n<p>Connects datasets, interfaces, and applications into end\u2011to\u2011end lineage paths that reflect actual movement and usage patterns.<\/p>\n\n\n    <\/div>\n<\/div>\n\n<\/div>\n\n\n<div class=\"accordion-item\">\n    <h3 class=\"accordion-header\">\n        <button class=\"accordion-button collapsed\" type=\"button\" data-bs-toggle=\"collapse\" data-bs-target=\"#expertise_3\" aria-expanded=\"false\" aria-controls=\"expertise_3\">\n            Schema &#038; field\u2011level inference        <\/button>\n    <\/h3>\n\n    \n<div id=\"expertise_3\" class=\"accordion-collapse collapse\" data-bs-parent=\"#accordion-container-expertise_accordion\">\n    <div class=\"accordion-body\">\n        \n\n<p>Identifies implicit relationships, normalization patterns, and structural inconsistencies across structured and semi\u2011structured sources.<\/p>\n\n\n    <\/div>\n<\/div>\n\n<\/div>\n\n\n<div class=\"accordion-item\">\n    <h3 class=\"accordion-header\">\n        <button class=\"accordion-button collapsed\" type=\"button\" data-bs-toggle=\"collapse\" data-bs-target=\"#expertise_4\" aria-expanded=\"false\" aria-controls=\"expertise_4\">\n            Transformation visibility        <\/button>\n    <\/h3>\n\n    \n<div id=\"expertise_4\" class=\"accordion-collapse collapse\" data-bs-parent=\"#accordion-container-expertise_accordion\">\n    <div class=\"accordion-body\">\n        \n\n<p>Surfaces joins, aggregations, filters, and derived fields embedded in pipelines, scripts, and stored logic.<\/p>\n\n\n    <\/div>\n<\/div>\n\n<\/div>\n\n\n<div class=\"accordion-item\">\n    <h3 class=\"accordion-header\">\n        <button class=\"accordion-button collapsed\" type=\"button\" data-bs-toggle=\"collapse\" data-bs-target=\"#expertise_5\" aria-expanded=\"false\" aria-controls=\"expertise_5\">\n            Inspectable knowledge artifacts        <\/button>\n    <\/h3>\n\n    \n<div id=\"expertise_3\" class=\"accordion-collapse collapse\" data-bs-parent=\"#accordion-container-expertise_accordion\">\n    <div class=\"accordion-body\">\n        \n\n<p>Produces lineage graphs, dependency matrices, schema maps, and transformation records that remain reviewable and extensible.<\/p>\n\n\n    <\/div>\n<\/div>\n\n<\/div>\n\n\n<div class=\"accordion-item\">\n    <h3 class=\"accordion-header\">\n        <button class=\"accordion-button collapsed\" type=\"button\" data-bs-toggle=\"collapse\" data-bs-target=\"#expertise_6\" aria-expanded=\"false\" aria-controls=\"expertise_6\">\n            Environment\u2011agnostic operation        <\/button>\n    <\/h3>\n\n    \n<div id=\"expertise_4\" class=\"accordion-collapse collapse\" data-bs-parent=\"#accordion-container-expertise_accordion\">\n    <div class=\"accordion-body\">\n        \n\n<p>Applicable across legacy databases, data warehouses, cloud stores, and mixed on\u2011prem\/cloud estates.<\/p>\n\n\n    <\/div>\n<\/div>\n\n<\/div>\n\n            <\/div>\n        <\/div>\n    <\/div>\n<\/div>\n\n\t<\/div>\n\n\n\n<div class=\"col-12 col-md-4\">\n\t\t\t\n\n<figure class=\"wp-block-image size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"1208\" height=\"680\" src=\"https:\/\/www.3pillarglobal.com\/wp-content\/uploads\/2021\/07\/C9-infrastructure-as-code-fit.jpg\" alt=\"Code as Infrastructure\" class=\"wp-image-30054\" srcset=\"https:\/\/www.3pillarglobal.com\/wp-content\/uploads\/2021\/07\/C9-infrastructure-as-code-fit.jpg 1208w, https:\/\/www.3pillarglobal.com\/wp-content\/uploads\/2021\/07\/C9-infrastructure-as-code-fit-300x169.jpg 300w, https:\/\/www.3pillarglobal.com\/wp-content\/uploads\/2021\/07\/C9-infrastructure-as-code-fit-1024x576.jpg 1024w, https:\/\/www.3pillarglobal.com\/wp-content\/uploads\/2021\/07\/C9-infrastructure-as-code-fit-768x432.jpg 768w\" sizes=\"auto, (max-width: 1208px) 100vw, 1208px\" \/><\/figure>\n\n\t<\/div>\n\n<\/div>\n\n\n    <\/div>\n<\/div>\n\n\n<div style=\"height:25px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<div id=\"case-studies\"  class=\"background-block scroll-spy-target \">\n    \n\n<div style=\"height:25px\" aria-hidden=\"true\" class=\"wp-block-spacer is-style-medium\"><\/div>\n\n\n\n<div  class=\"slick-slider-block\">\n    <div class=\"slick-slider\">\n        <div class=\"slick-buttons-wrapper\">\n                            <div class=\"row\">\n                    <div class=\"col-md\">\n                                                    <h2>Helping our clients succeed<\/h2>\n                        \n                                            <\/div>\n\n                    <div class=\"col-md-4 col-lg-3 me-auto\">\n                        <div class=\"slick-buttons\">\n                                                            <span class=\"slick-count\">01 \/ 01<\/span>\n             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loading=\"lazy\" decoding=\"async\" width=\"887\" height=\"800\" src=\"https:\/\/www.3pillarglobal.com\/wp-content\/uploads\/2024\/07\/turning-an-mlss-technology-into-an-asset-that-drives-nearly-2-million-in-new-revenue-savings-combined-thumb.jpg\" class=\"mobile-image img-fluid\" alt=\"A woman looking at a map on a laptop\" srcset=\"https:\/\/www.3pillarglobal.com\/wp-content\/uploads\/2024\/07\/turning-an-mlss-technology-into-an-asset-that-drives-nearly-2-million-in-new-revenue-savings-combined-thumb.jpg 887w, https:\/\/www.3pillarglobal.com\/wp-content\/uploads\/2024\/07\/turning-an-mlss-technology-into-an-asset-that-drives-nearly-2-million-in-new-revenue-savings-combined-thumb-300x271.jpg 300w, https:\/\/www.3pillarglobal.com\/wp-content\/uploads\/2024\/07\/turning-an-mlss-technology-into-an-asset-that-drives-nearly-2-million-in-new-revenue-savings-combined-thumb-768x693.jpg 768w\" sizes=\"auto, (max-width: 887px) 100vw, 887px\" \/>                <\/div>\n                    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<a href=\"\/insights\/case-studies\/turning-an-mlss-technology-into-an-asset-that-drives-nearly-2-million-in-new-revenue-savings-combined\/\" target=\"\" class=\"card-link link-arrow link-arrow-light\">\n                                    <span>Learn more<\/span>\n                                <\/a>\n                            <\/div>\n                                            <\/div>\n                <\/div>\n            <\/div>\n        <\/div>\n    <\/div>\n<\/div>\n\n<\/div>\n\n\n<div>\n    \n\n<div  class=\"custom-block card-quote-block card card-quote\">\n    <div class=\"row g-0 flex-md-row-reverse h-100\">\n        <div class=\"col-lg-5\">\n                            <div class=\"card-quote-image\" style=\"background-image: url(https:\/\/www.3pillarglobal.com\/wp-content\/uploads\/2024\/07\/positively-impacting-the-digital-experience-for-a-fortune-50-healthcare-companys-customers-thumb.jpg)\">\n                    <img loading=\"lazy\" decoding=\"async\" width=\"887\" height=\"800\" src=\"https:\/\/www.3pillarglobal.com\/wp-content\/uploads\/2024\/07\/positively-impacting-the-digital-experience-for-a-fortune-50-healthcare-companys-customers-thumb.jpg\" class=\"mobile-image img-fluid\" alt=\"A man interacting with the screen of his mobile device with a health app.\" srcset=\"https:\/\/www.3pillarglobal.com\/wp-content\/uploads\/2024\/07\/positively-impacting-the-digital-experience-for-a-fortune-50-healthcare-companys-customers-thumb.jpg 887w, https:\/\/www.3pillarglobal.com\/wp-content\/uploads\/2024\/07\/positively-impacting-the-digital-experience-for-a-fortune-50-healthcare-companys-customers-thumb-300x271.jpg 300w, https:\/\/www.3pillarglobal.com\/wp-content\/uploads\/2024\/07\/positively-impacting-the-digital-experience-for-a-fortune-50-healthcare-companys-customers-thumb-768x693.jpg 768w\" sizes=\"auto, (max-width: 887px) 100vw, 887px\" \/>                <\/div>\n                    <\/div>\n\n        <div class=\"col-lg-7\">\n            <div class=\"card-body h-100\">\n                <div class=\"row\">\n                    <div class=\"col-lg-10\">\n                                                    <p class=\"card-pretitle\">75% reduction in volume of customer support calls<\/p>\n                        \n                                                    <h3 class=\"card-title\">Launched new product quickly, allowing company to enroll new customers and increasing availability from 16 to 26 states in less than a year<\/h3>\n                        \n                        \n                        \n                                                    <div class=\"mt-7\">\n                                <a href=\"\/insights\/case-studies\/positively-impacting-the-digital-experience-for-a-fortune-50-healthcare-companys-customers\/\" target=\"\" class=\"card-link link-arrow link-arrow-light\">\n                                    <span>Learn more<\/span>\n                                <\/a>\n                            <\/div>\n                                            <\/div>\n                <\/div>\n            <\/div>\n        <\/div>\n    <\/div>\n<\/div>\n\n<\/div>\n\n                            <\/div>\n                        <\/div>\n            <\/div>\n<\/div>\n\n<\/div>\n\t<\/div>\n\n<\/div>\n\n<\/div>\n\n\n\n<div style=\"height:25px\" aria-hidden=\"true\" class=\"wp-block-spacer is-style-medium\"><\/div>\n\n\n\n<div id=\"insights\"  class=\"background-block scroll-spy-target bg-light-cyan\">\n    \n\n<div style=\"height:100px\" aria-hidden=\"true\" class=\"wp-block-spacer is-style-medium\"><\/div>\n\n\n<div class=\"wp-bootstrap-blocks-container container mb-2\">\n\t\n<div class=\"wp-block-heading\">\n<h2 class=\"wp-block-heading\" id=\"related-insights-modernization\">Related insights<\/h2>\n<\/div>\n\n\n<div style=\"height:24px\" aria-hidden=\"true\" class=\"wp-block-spacer is-style-default\"><\/div>\n\n\n<div class=\"wp-bootstrap-blocks-row row\">\n\t\n\n<div class=\"col-12 col-md-6 col-lg-4\">\n\t\t\t\n\n<a href=\"\/insights\/blog\/5-things-to-include-in-your-modernization-strategy\/\"  class=\"card-offset-block card card-body-offset\">\n            <img loading=\"lazy\" decoding=\"async\" width=\"1208\" height=\"680\" src=\"https:\/\/www.3pillarglobal.com\/wp-content\/uploads\/2024\/07\/5-things-to-include-in-your-modernization-strategy.jpg\" class=\"img-fluid card-img-top\" alt=\"5 Things to Include in Your Modernization Strategy\" data-aos=\"fade-up\" srcset=\"https:\/\/www.3pillarglobal.com\/wp-content\/uploads\/2024\/07\/5-things-to-include-in-your-modernization-strategy.jpg 1208w, https:\/\/www.3pillarglobal.com\/wp-content\/uploads\/2024\/07\/5-things-to-include-in-your-modernization-strategy-300x169.jpg 300w, https:\/\/www.3pillarglobal.com\/wp-content\/uploads\/2024\/07\/5-things-to-include-in-your-modernization-strategy-1024x576.jpg 1024w, https:\/\/www.3pillarglobal.com\/wp-content\/uploads\/2024\/07\/5-things-to-include-in-your-modernization-strategy-768x432.jpg 768w\" sizes=\"auto, (max-width: 1208px) 100vw, 1208px\" \/>        \n    <div class=\"card-body\">\n                    <h3 class=\"card-title\" data-match-height=\"card-offset-title\">5 Things to Include in Your Modernization Strategy<\/h3>\n        \n                    <p class=\"card-text\">June 21, 2022<\/p>\n            <\/div>  \n<\/a>\n\t<\/div>\n\n\n\n<div class=\"col-12 col-md-6 col-lg-4\">\n\t\t\t\n\n<a href=\"\/insights\/blog\/do-you-have-the-right-business-case-for-platform-modernization\/\"  class=\"card-offset-block card card-body-offset\">\n            <img loading=\"lazy\" decoding=\"async\" width=\"1208\" height=\"680\" src=\"https:\/\/www.3pillarglobal.com\/wp-content\/uploads\/2024\/07\/do-you-have-the-right-business-case-for-platform-modernization.jpg\" class=\"img-fluid card-img-top\" alt=\"Do You Have The Right Business Case For Platform Modernization?\" data-aos=\"fade-up\" srcset=\"https:\/\/www.3pillarglobal.com\/wp-content\/uploads\/2024\/07\/do-you-have-the-right-business-case-for-platform-modernization.jpg 1208w, https:\/\/www.3pillarglobal.com\/wp-content\/uploads\/2024\/07\/do-you-have-the-right-business-case-for-platform-modernization-300x169.jpg 300w, https:\/\/www.3pillarglobal.com\/wp-content\/uploads\/2024\/07\/do-you-have-the-right-business-case-for-platform-modernization-1024x576.jpg 1024w, https:\/\/www.3pillarglobal.com\/wp-content\/uploads\/2024\/07\/do-you-have-the-right-business-case-for-platform-modernization-768x432.jpg 768w\" sizes=\"auto, (max-width: 1208px) 100vw, 1208px\" \/>        \n    <div class=\"card-body\">\n                    <h3 class=\"card-title\" data-match-height=\"card-offset-title\">Do You Have The Right Business Case For Platform Modernization?<\/h3>\n        \n                    <p class=\"card-text\">June 24, 2022<\/p>\n            <\/div>  \n<\/a>\n\t<\/div>\n\n\n\n<div class=\"col-12 col-md-6 col-lg-4\">\n\t\t\t\n\n<a href=\"\/insights\/blog\/choosing-a-partner-for-platform-modernization\/\"  class=\"card-offset-block card card-body-offset\">\n            <img loading=\"lazy\" decoding=\"async\" width=\"1208\" height=\"680\" src=\"https:\/\/www.3pillarglobal.com\/wp-content\/uploads\/2024\/07\/choosing-a-partner-for-platform-modernization.jpg\" class=\"img-fluid card-img-top\" alt=\"Choosing a Partner for Platform Modernization\" data-aos=\"fade-up\" srcset=\"https:\/\/www.3pillarglobal.com\/wp-content\/uploads\/2024\/07\/choosing-a-partner-for-platform-modernization.jpg 1208w, https:\/\/www.3pillarglobal.com\/wp-content\/uploads\/2024\/07\/choosing-a-partner-for-platform-modernization-300x169.jpg 300w, https:\/\/www.3pillarglobal.com\/wp-content\/uploads\/2024\/07\/choosing-a-partner-for-platform-modernization-1024x576.jpg 1024w, https:\/\/www.3pillarglobal.com\/wp-content\/uploads\/2024\/07\/choosing-a-partner-for-platform-modernization-768x432.jpg 768w\" sizes=\"auto, (max-width: 1208px) 100vw, 1208px\" \/>        \n    <div class=\"card-body\">\n                    <h3 class=\"card-title\" data-match-height=\"card-offset-title\">Choosing a Partner for Platform Modernization<\/h3>\n        \n                    <p class=\"card-text\">July 27, 2022<\/p>\n            <\/div>  \n<\/a>\n\t<\/div>\n\n<\/div>\n\n\n\n    <div class=\"aligncenter\">\n\n            <a  class=\"link-arrow-block link-arrow \" href=\"\/insights\/blog\/\" target=\"\">\n            <span>View all<\/span>\n        <\/a>\n    \n    <\/div>\n\n<\/div>\n\n\n\n<div style=\"height:100px\" aria-hidden=\"true\" class=\"wp-block-spacer is-style-medium\"><\/div>\n\n\n<\/div>\n\n\n    <section id=\"contact\"  class=\"cta-block scroll-spy-target cta text-bg-cyan\">\n        <div class=\"cta-inner\" style=\"background-image: url('https:\/\/www.3pillarglobal.com\/wp-content\/uploads\/2024\/08\/cta-3.png')\">\n                            <img loading=\"lazy\" decoding=\"async\" width=\"768\" height=\"300\" src=\"https:\/\/www.3pillarglobal.com\/wp-content\/uploads\/2024\/08\/cta-3-mobile-blue.png\" class=\"mobile-image img-fluid\" alt=\"3Pillar graphic pattern\" srcset=\"https:\/\/www.3pillarglobal.com\/wp-content\/uploads\/2024\/08\/cta-3-mobile-blue.png 768w, https:\/\/www.3pillarglobal.com\/wp-content\/uploads\/2024\/08\/cta-3-mobile-blue-300x117.png 300w\" sizes=\"auto, (max-width: 768px) 100vw, 768px\" \/>            \n            <div class=\"cta-body\">\n                <div class=\"container\">\n                    <div class=\"row\">\n                        <div class=\"col-lg-6\">\n                                                            <h2 class=\"display-4\">Align. Adapt. Accelerate.<\/h2>\n                            \n                                                            <p class=\"lead\">Upgrade your legacy applications to enhance security, improve performance, and reduce costs. Reach out today to get started.<\/p>\n                            \n                                                            <a href=\"\/contact-us\/\" target=\"\" class=\"btn btn-primary\" >Let\u2019s Talk<\/a>                            \n                                                    <\/div>\n                    <\/div>\n                <\/div>\n            <\/div>\n        <\/div>\n\t<\/section>\n","protected":false},"excerpt":{"rendered":"","protected":false},"author":8,"featured_media":1360,"parent":31500,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"page-empty.php","meta":{"_acf_changed":false,"footnotes":""},"class_list":["post-31567","page","type-page","status-publish","has-post-thumbnail","hentry"],"acf":[],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v25.4 - https:\/\/yoast.com\/wordpress\/plugins\/seo\/ -->\n<title>Data Archeology Platform - 3Pillar<\/title>\n<meta name=\"description\" content=\"3Pillar&#039;s Data Archeology Platform makes implicit data structures explicit in complex and legacy environments. 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