{"id":23353,"date":"2025-05-22T09:59:58","date_gmt":"2025-05-22T02:59:58","guid":{"rendered":"https:\/\/predictive.co.th\/?p=23353"},"modified":"2025-05-22T10:00:06","modified_gmt":"2025-05-22T03:00:06","slug":"data-strategy-for-ai-driven-organization-5-%e0%b9%81%e0%b8%81%e0%b8%99%e0%b8%ab%e0%b8%a5%e0%b8%b1%e0%b8%81-%e0%b8%a7%e0%b8%b2%e0%b8%87%e0%b8%ab%e0%b8%a1%e0%b8%b2%e0%b8%81%e0%b8%81%e0%b8%b2%e0%b8%a3","status":"publish","type":"post","link":"https:\/\/predictive.co.th\/en\/blog\/data-strategy-for-ai-driven-organization-5-%e0%b9%81%e0%b8%81%e0%b8%99%e0%b8%ab%e0%b8%a5%e0%b8%b1%e0%b8%81-%e0%b8%a7%e0%b8%b2%e0%b8%87%e0%b8%ab%e0%b8%a1%e0%b8%b2%e0%b8%81%e0%b8%81%e0%b8%b2%e0%b8%a3\/","title":{"rendered":"Data Strategy for AI-Driven Organization: 5 \u0e41\u0e01\u0e19\u0e2b\u0e25\u0e31\u0e01 \u0e27\u0e32\u0e07\u0e2b\u0e21\u0e32\u0e01\u0e01\u0e32\u0e23\u0e40\u0e15\u0e23\u0e35\u0e22\u0e21\u0e02\u0e49\u0e2d\u0e21\u0e39\u0e25\u0e2d\u0e22\u0e48\u0e32\u0e07\u0e44\u0e23\u0e43\u0e2b\u0e49\u0e02\u0e22\u0e32\u0e22\u0e1c\u0e25\u0e44\u0e14\u0e49\u0e43\u0e19\u0e23\u0e30\u0e22\u0e30\u0e22\u0e32\u0e27"},"content":{"rendered":"<style>.wp-block-kadence-advancedheading.kt-adv-heading23321_5d3643-b5, .wp-block-kadence-advancedheading.kt-adv-heading23321_5d3643-b5[data-kb-block=\"kb-adv-heading23321_5d3643-b5\"]{font-style:normal;}.wp-block-kadence-advancedheading.kt-adv-heading23321_5d3643-b5 mark.kt-highlight, .wp-block-kadence-advancedheading.kt-adv-heading23321_5d3643-b5[data-kb-block=\"kb-adv-heading23321_5d3643-b5\"] mark.kt-highlight{font-style:normal;color:#f76a0c;-webkit-box-decoration-break:clone;box-decoration-break:clone;padding-top:0px;padding-right:0px;padding-bottom:0px;padding-left:0px;}<\/style>\n<p class=\"kt-adv-heading23321_5d3643-b5 wp-block-kadence-advancedheading\" data-kb-block=\"kb-adv-heading23321_5d3643-b5\">\u0e40\u0e21\u0e37\u0e48\u0e2d AI \u0e01\u0e25\u0e32\u0e22\u0e40\u0e1b\u0e47\u0e19\u0e40\u0e04\u0e23\u0e37\u0e48\u0e2d\u0e07\u0e21\u0e37\u0e2d\u0e2b\u0e25\u0e31\u0e01\u0e17\u0e35\u0e48\u0e2b\u0e25\u0e32\u0e22\u0e2d\u0e07\u0e04\u0e4c\u0e01\u0e23\u0e04\u0e32\u0e14\u0e2b\u0e27\u0e31\u0e07\u0e43\u0e2b\u0e49\u0e0a\u0e48\u0e27\u0e22\u0e40\u0e1e\u0e34\u0e48\u0e21\u0e22\u0e2d\u0e14\u0e02\u0e32\u0e22 \u0e15\u0e31\u0e14\u0e2a\u0e34\u0e19\u0e43\u0e08\u0e41\u0e21\u0e48\u0e19\u0e22\u0e33 \u0e41\u0e25\u0e30\u0e2a\u0e23\u0e49\u0e32\u0e07\u0e04\u0e27\u0e32\u0e21\u0e44\u0e14\u0e49\u0e40\u0e1b\u0e23\u0e35\u0e22\u0e1a\u0e17\u0e32\u0e07\u0e18\u0e38\u0e23\u0e01\u0e34\u0e08 \u0e04\u0e33\u0e16\u0e32\u0e21\u0e17\u0e35\u0e48\u0e15\u0e32\u0e21\u0e21\u0e32\u0e04\u0e37\u0e2d&#8230;<br><strong>\u0e17\u0e33\u0e44\u0e21\u0e2b\u0e25\u0e32\u0e22\u0e42\u0e04\u0e23\u0e07\u0e01\u0e32\u0e23 AI \u0e16\u0e36\u0e07\u0e22\u0e31\u0e07\u0e25\u0e49\u0e21\u0e40\u0e2b\u0e25\u0e27 \u0e17\u0e31\u0e49\u0e07\u0e17\u0e35\u0e48\u0e25\u0e07\u0e17\u0e38\u0e19\u0e17\u0e31\u0e49\u0e07\u0e40\u0e27\u0e25\u0e32 \u0e17\u0e35\u0e21 \u0e41\u0e25\u0e30\u0e40\u0e17\u0e04\u0e42\u0e19\u0e42\u0e25\u0e22\u0e35?<\/strong><\/p><div id=\"ez-toc-container\" class=\"ez-toc-v2_0_81 counter-hierarchy ez-toc-counter ez-toc-custom ez-toc-container-direction\">\n<div class=\"ez-toc-title-container\">\n<p class=\"ez-toc-title\" style=\"cursor:inherit\">\u0e40\u0e25\u0e37\u0e2d\u0e01\u0e2d\u0e48\u0e32\u0e19\u0e2b\u0e31\u0e27\u0e02\u0e49\u0e2d\u0e17\u0e35\u0e48\u0e04\u0e38\u0e13\u0e2a\u0e19\u0e43\u0e08<\/p>\n<span class=\"ez-toc-title-toggle\"><a href=\"#\" class=\"ez-toc-pull-right ez-toc-btn ez-toc-btn-xs ez-toc-btn-default ez-toc-toggle\" aria-label=\"Toggle Table of Content\"><span class=\"ez-toc-js-icon-con\"><span class=\"\"><span class=\"eztoc-hide\" style=\"display:none;\">Toggle<\/span><span class=\"ez-toc-icon-toggle-span\"><svg style=\"fill: #3d4459;color:#3d4459\" 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href=\"https:\/\/predictive.co.th\/en\/blog\/data-strategy-for-ai-driven-organization-5-%e0%b9%81%e0%b8%81%e0%b8%99%e0%b8%ab%e0%b8%a5%e0%b8%b1%e0%b8%81-%e0%b8%a7%e0%b8%b2%e0%b8%87%e0%b8%ab%e0%b8%a1%e0%b8%b2%e0%b8%81%e0%b8%81%e0%b8%b2%e0%b8%a3\/#5_%E0%B9%81%E0%B8%81%E0%B8%99%E0%B8%AB%E0%B8%A5%E0%B8%B1%E0%B8%81%E0%B8%82%E0%B8%AD%E0%B8%87%E0%B8%81%E0%B8%B2%E0%B8%A3%E0%B8%A7%E0%B8%B2%E0%B8%87_Data_Strategy_%E0%B8%97%E0%B8%B5%E0%B9%88%E0%B8%8A%E0%B9%88%E0%B8%A7%E0%B8%A2%E0%B9%83%E0%B8%AB%E0%B9%89_AI_%E0%B9%83%E0%B8%8A%E0%B9%89%E0%B8%87%E0%B8%B2%E0%B8%99%E0%B9%84%E0%B8%94%E0%B9%89%E0%B8%88%E0%B8%A3%E0%B8%B4%E0%B8%87%E0%B9%83%E0%B8%99%E0%B8%AD%E0%B8%87%E0%B8%84%E0%B9%8C%E0%B8%81%E0%B8%A3\" >5 \u0e41\u0e01\u0e19\u0e2b\u0e25\u0e31\u0e01\u0e02\u0e2d\u0e07\u0e01\u0e32\u0e23\u0e27\u0e32\u0e07 Data Strategy \u0e17\u0e35\u0e48\u0e0a\u0e48\u0e27\u0e22\u0e43\u0e2b\u0e49 AI \u0e43\u0e0a\u0e49\u0e07\u0e32\u0e19\u0e44\u0e14\u0e49\u0e08\u0e23\u0e34\u0e07\u0e43\u0e19\u0e2d\u0e07\u0e04\u0e4c\u0e01\u0e23<\/a><ul class='ez-toc-list-level-3' ><li class='ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-2\" href=\"https:\/\/predictive.co.th\/en\/blog\/data-strategy-for-ai-driven-organization-5-%e0%b9%81%e0%b8%81%e0%b8%99%e0%b8%ab%e0%b8%a5%e0%b8%b1%e0%b8%81-%e0%b8%a7%e0%b8%b2%e0%b8%87%e0%b8%ab%e0%b8%a1%e0%b8%b2%e0%b8%81%e0%b8%81%e0%b8%b2%e0%b8%a3\/#1_%E0%B9%80%E0%B8%9B%E0%B9%89%E0%B8%B2%E0%B8%AB%E0%B8%A1%E0%B8%B2%E0%B8%A2%E0%B8%8A%E0%B8%B1%E0%B8%94%E0%B9%80%E0%B8%88%E0%B8%99_AI_%E0%B9%83%E0%B8%8A%E0%B9%89%E0%B9%84%E0%B8%94%E0%B9%89%E0%B8%88%E0%B8%A3%E0%B8%B4%E0%B8%87\" >1. \u0e40\u0e1b\u0e49\u0e32\u0e2b\u0e21\u0e32\u0e22\u0e0a\u0e31\u0e14\u0e40\u0e08\u0e19 = AI \u0e43\u0e0a\u0e49\u0e44\u0e14\u0e49\u0e08\u0e23\u0e34\u0e07<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-3\" href=\"https:\/\/predictive.co.th\/en\/blog\/data-strategy-for-ai-driven-organization-5-%e0%b9%81%e0%b8%81%e0%b8%99%e0%b8%ab%e0%b8%a5%e0%b8%b1%e0%b8%81-%e0%b8%a7%e0%b8%b2%e0%b8%87%e0%b8%ab%e0%b8%a1%e0%b8%b2%e0%b8%81%e0%b8%81%e0%b8%b2%e0%b8%a3\/#2_%E0%B8%82%E0%B9%89%E0%B8%AD%E0%B8%A1%E0%B8%B9%E0%B8%A5%E0%B8%95%E0%B9%89%E0%B8%AD%E0%B8%87%E0%B8%9E%E0%B8%A3%E0%B9%89%E0%B8%AD%E0%B8%A1_Insight_%E0%B8%95%E0%B9%89%E0%B8%AD%E0%B8%87%E0%B9%81%E0%B8%A1%E0%B9%88%E0%B8%99\" >2. \u0e02\u0e49\u0e2d\u0e21\u0e39\u0e25\u0e15\u0e49\u0e2d\u0e07\u0e1e\u0e23\u0e49\u0e2d\u0e21 = Insight \u0e15\u0e49\u0e2d\u0e07\u0e41\u0e21\u0e48\u0e19<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-4\" href=\"https:\/\/predictive.co.th\/en\/blog\/data-strategy-for-ai-driven-organization-5-%e0%b9%81%e0%b8%81%e0%b8%99%e0%b8%ab%e0%b8%a5%e0%b8%b1%e0%b8%81-%e0%b8%a7%e0%b8%b2%e0%b8%87%e0%b8%ab%e0%b8%a1%e0%b8%b2%e0%b8%81%e0%b8%81%e0%b8%b2%e0%b8%a3\/#3_%E0%B8%AA%E0%B8%A3%E0%B9%89%E0%B8%B2%E0%B8%87_Data_Infrastructure_%E0%B8%97%E0%B8%B5%E0%B9%88_Scale_%E0%B9%84%E0%B8%94%E0%B9%89\" >3. \u0e2a\u0e23\u0e49\u0e32\u0e07 Data Infrastructure \u0e17\u0e35\u0e48 Scale \u0e44\u0e14\u0e49<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-5\" href=\"https:\/\/predictive.co.th\/en\/blog\/data-strategy-for-ai-driven-organization-5-%e0%b9%81%e0%b8%81%e0%b8%99%e0%b8%ab%e0%b8%a5%e0%b8%b1%e0%b8%81-%e0%b8%a7%e0%b8%b2%e0%b8%87%e0%b8%ab%e0%b8%a1%e0%b8%b2%e0%b8%81%e0%b8%81%e0%b8%b2%e0%b8%a3\/#4_%E0%B8%97%E0%B8%B3%E0%B9%83%E0%B8%AB%E0%B9%89_Data_%E0%B9%83%E0%B8%8A%E0%B9%89%E0%B9%84%E0%B8%94%E0%B9%89_%22%E0%B8%AB%E0%B8%A5%E0%B8%B2%E0%B8%A2%E0%B8%97%E0%B8%B5%E0%B8%A1%22_%E0%B9%84%E0%B8%A1%E0%B9%88%E0%B9%83%E0%B8%8A%E0%B9%88%E0%B9%81%E0%B8%84%E0%B9%88%E0%B8%97%E0%B8%B5%E0%B8%A1%E0%B9%80%E0%B8%94%E0%B8%B5%E0%B8%A2%E0%B8%A7\" >4. \u0e17\u0e33\u0e43\u0e2b\u0e49 Data \u0e43\u0e0a\u0e49\u0e44\u0e14\u0e49 \"\u0e2b\u0e25\u0e32\u0e22\u0e17\u0e35\u0e21\" \u0e44\u0e21\u0e48\u0e43\u0e0a\u0e48\u0e41\u0e04\u0e48\u0e17\u0e35\u0e21\u0e40\u0e14\u0e35\u0e22\u0e27<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-6\" href=\"https:\/\/predictive.co.th\/en\/blog\/data-strategy-for-ai-driven-organization-5-%e0%b9%81%e0%b8%81%e0%b8%99%e0%b8%ab%e0%b8%a5%e0%b8%b1%e0%b8%81-%e0%b8%a7%e0%b8%b2%e0%b8%87%e0%b8%ab%e0%b8%a1%e0%b8%b2%e0%b8%81%e0%b8%81%e0%b8%b2%e0%b8%a3\/#5_%E0%B8%A7%E0%B8%B2%E0%B8%87_Roadmap_%E0%B8%97%E0%B8%B5%E0%B9%88%E0%B9%80%E0%B8%8A%E0%B8%B7%E0%B9%88%E0%B8%AD%E0%B8%A1_Business_Tech\" >5. \u0e27\u0e32\u0e07 Roadmap \u0e17\u0e35\u0e48\u0e40\u0e0a\u0e37\u0e48\u0e2d\u0e21 Business + Tech<\/a><\/li><\/ul><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-7\" href=\"https:\/\/predictive.co.th\/en\/blog\/data-strategy-for-ai-driven-organization-5-%e0%b9%81%e0%b8%81%e0%b8%99%e0%b8%ab%e0%b8%a5%e0%b8%b1%e0%b8%81-%e0%b8%a7%e0%b8%b2%e0%b8%87%e0%b8%ab%e0%b8%a1%e0%b8%b2%e0%b8%81%e0%b8%81%e0%b8%b2%e0%b8%a3\/#%E0%B8%AA%E0%B8%A3%E0%B8%B8%E0%B8%9B_%E0%B8%82%E0%B9%89%E0%B8%AD%E0%B8%A1%E0%B8%B9%E0%B8%A5%E0%B8%94%E0%B8%B5%E0%B8%AD%E0%B8%A2%E0%B9%88%E0%B8%B2%E0%B8%87%E0%B9%80%E0%B8%94%E0%B8%B5%E0%B8%A2%E0%B8%A7%E0%B9%84%E0%B8%A1%E0%B9%88%E0%B8%9E%E0%B8%AD_%E0%B8%96%E0%B9%89%E0%B8%B2_%E2%80%9C%E0%B8%81%E0%B8%A5%E0%B8%A2%E0%B8%B8%E0%B8%97%E0%B8%98%E0%B9%8C%E0%B8%82%E0%B9%89%E0%B8%AD%E0%B8%A1%E0%B8%B9%E0%B8%A5%E2%80%9D_%E0%B9%84%E0%B8%A1%E0%B9%88%E0%B8%8A%E0%B8%B1%E0%B8%94\" >\u0e2a\u0e23\u0e38\u0e1b: \u0e02\u0e49\u0e2d\u0e21\u0e39\u0e25\u0e14\u0e35\u0e2d\u0e22\u0e48\u0e32\u0e07\u0e40\u0e14\u0e35\u0e22\u0e27\u0e44\u0e21\u0e48\u0e1e\u0e2d \u0e16\u0e49\u0e32 \u201c\u0e01\u0e25\u0e22\u0e38\u0e17\u0e18\u0e4c\u0e02\u0e49\u0e2d\u0e21\u0e39\u0e25\u201d \u0e44\u0e21\u0e48\u0e0a\u0e31\u0e14<\/a><ul class='ez-toc-list-level-3' ><li class='ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-8\" href=\"https:\/\/predictive.co.th\/en\/blog\/data-strategy-for-ai-driven-organization-5-%e0%b9%81%e0%b8%81%e0%b8%99%e0%b8%ab%e0%b8%a5%e0%b8%b1%e0%b8%81-%e0%b8%a7%e0%b8%b2%e0%b8%87%e0%b8%ab%e0%b8%a1%e0%b8%b2%e0%b8%81%e0%b8%81%e0%b8%b2%e0%b8%a3\/#%E0%B8%9E%E0%B8%A3%E0%B9%89%E0%B8%AD%E0%B8%A1%E0%B9%80%E0%B8%A3%E0%B8%B4%E0%B9%88%E0%B8%A1%E0%B8%95%E0%B9%89%E0%B8%99%E0%B8%A7%E0%B8%B2%E0%B8%87_Data_Strategy_for_AI_%E0%B8%97%E0%B8%B5%E0%B9%88%E0%B8%95%E0%B8%AD%E0%B8%9A%E0%B9%82%E0%B8%88%E0%B8%97%E0%B8%A2%E0%B9%8C%E0%B8%98%E0%B8%B8%E0%B8%A3%E0%B8%81%E0%B8%B4%E0%B8%88%E0%B8%84%E0%B8%B8%E0%B8%93%E0%B8%AB%E0%B8%A3%E0%B8%B7%E0%B8%AD%E0%B8%A2%E0%B8%B1%E0%B8%87\" >\u0e1e\u0e23\u0e49\u0e2d\u0e21\u0e40\u0e23\u0e34\u0e48\u0e21\u0e15\u0e49\u0e19\u0e27\u0e32\u0e07 Data Strategy for AI \u0e17\u0e35\u0e48\u0e15\u0e2d\u0e1a\u0e42\u0e08\u0e17\u0e22\u0e4c\u0e18\u0e38\u0e23\u0e01\u0e34\u0e08\u0e04\u0e38\u0e13\u0e2b\u0e23\u0e37\u0e2d\u0e22\u0e31\u0e07?<\/a><\/li><\/ul><\/li><\/ul><\/nav><\/div>\n\n\n\n<style>.wp-block-kadence-advancedheading.kt-adv-heading23321_11fa16-7e, .wp-block-kadence-advancedheading.kt-adv-heading23321_11fa16-7e[data-kb-block=\"kb-adv-heading23321_11fa16-7e\"]{font-style:normal;}.wp-block-kadence-advancedheading.kt-adv-heading23321_11fa16-7e mark.kt-highlight, .wp-block-kadence-advancedheading.kt-adv-heading23321_11fa16-7e[data-kb-block=\"kb-adv-heading23321_11fa16-7e\"] mark.kt-highlight{font-style:normal;color:#f76a0c;-webkit-box-decoration-break:clone;box-decoration-break:clone;padding-top:0px;padding-right:0px;padding-bottom:0px;padding-left:0px;}<\/style>\n<p class=\"kt-adv-heading23321_11fa16-7e wp-block-kadence-advancedheading\" data-kb-block=\"kb-adv-heading23321_11fa16-7e\">\u0e04\u0e33\u0e15\u0e2d\u0e1a\u0e2b\u0e19\u0e36\u0e48\u0e07\u0e17\u0e35\u0e48\u0e21\u0e31\u0e01\u0e16\u0e39\u0e01\u0e21\u0e2d\u0e07\u0e02\u0e49\u0e32\u0e21 \u0e04\u0e37\u0e2d <strong>\u0e01\u0e32\u0e23\u0e44\u0e21\u0e48\u0e21\u0e35 &#8220;Data Strategy&#8221; \u0e17\u0e35\u0e48\u0e1e\u0e23\u0e49\u0e2d\u0e21\u0e23\u0e2d\u0e07\u0e23\u0e31\u0e1a AI \u0e15\u0e31\u0e49\u0e07\u0e41\u0e15\u0e48\u0e15\u0e49\u0e19<\/strong> (Data Strategy for AI)<br>\u0e43\u0e19\u0e02\u0e13\u0e30\u0e17\u0e35\u0e48\u0e2b\u0e25\u0e32\u0e22\u0e1a\u0e17\u0e04\u0e27\u0e32\u0e21\u0e40\u0e19\u0e49\u0e19\u0e27\u0e48\u0e32 \u201c<a href=\"https:\/\/predictive.co.th\/blog\/ai-data-preparing\/\">\u0e01\u0e32\u0e23\u0e40\u0e15\u0e23\u0e35\u0e22\u0e21\u0e02\u0e49\u0e2d\u0e21\u0e39\u0e25<\/a>\u201d \u0e40\u0e1b\u0e47\u0e19\u0e1b\u0e31\u0e08\u0e08\u0e31\u0e22\u0e2a\u0e33\u0e04\u0e31\u0e0d\u0e43\u0e19\u0e23\u0e30\u0e14\u0e31\u0e1a\u0e40\u0e17\u0e04\u0e19\u0e34\u0e04 \u0e40\u0e0a\u0e48\u0e19 \u0e04\u0e27\u0e32\u0e21\u0e2a\u0e30\u0e2d\u0e32\u0e14 \u0e04\u0e27\u0e32\u0e21\u0e04\u0e23\u0e1a\u0e16\u0e49\u0e27\u0e19 \u0e04\u0e27\u0e32\u0e21\u0e44\u0e21\u0e48\u0e21\u0e35\u0e2d\u0e04\u0e15\u0e34 \u2014 \u0e1a\u0e17\u0e04\u0e27\u0e32\u0e21\u0e19\u0e35\u0e49\u0e08\u0e30\u0e1e\u0e32\u0e04\u0e38\u0e13\u0e01\u0e49\u0e32\u0e27\u0e44\u0e1b\u0e2d\u0e35\u0e01\u0e23\u0e30\u0e14\u0e31\u0e1a \u0e01\u0e31\u0e1a\u0e41\u0e19\u0e27\u0e04\u0e34\u0e14\u0e17\u0e35\u0e48\u0e27\u0e48\u0e32:<\/p>\n\n\n\n<p>&#8220;<a href=\"https:\/\/predictive.co.th\/blog\/data-strategy-for-business\/\">Data Strategy<\/a> \u0e17\u0e35\u0e48\u0e14\u0e35 \u0e04\u0e37\u0e2d\u0e15\u0e31\u0e27\u0e15\u0e31\u0e14\u0e2a\u0e34\u0e19\u0e27\u0e48\u0e32 AI \u0e08\u0e30\u0e2a\u0e23\u0e49\u0e32\u0e07 Impact \u0e44\u0e14\u0e49\u0e08\u0e23\u0e34\u0e07 \u0e2b\u0e23\u0e37\u0e2d\u0e40\u0e1b\u0e47\u0e19\u0e41\u0e04\u0e48\u0e02\u0e2d\u0e07\u0e40\u0e25\u0e48\u0e19\u0e23\u0e32\u0e04\u0e32\u0e41\u0e1e\u0e07&#8221;<\/p>\n\n\n\n<h2 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"5_%E0%B9%81%E0%B8%81%E0%B8%99%E0%B8%AB%E0%B8%A5%E0%B8%B1%E0%B8%81%E0%B8%82%E0%B8%AD%E0%B8%87%E0%B8%81%E0%B8%B2%E0%B8%A3%E0%B8%A7%E0%B8%B2%E0%B8%87_Data_Strategy_%E0%B8%97%E0%B8%B5%E0%B9%88%E0%B8%8A%E0%B9%88%E0%B8%A7%E0%B8%A2%E0%B9%83%E0%B8%AB%E0%B9%89_AI_%E0%B9%83%E0%B8%8A%E0%B9%89%E0%B8%87%E0%B8%B2%E0%B8%99%E0%B9%84%E0%B8%94%E0%B9%89%E0%B8%88%E0%B8%A3%E0%B8%B4%E0%B8%87%E0%B9%83%E0%B8%99%E0%B8%AD%E0%B8%87%E0%B8%84%E0%B9%8C%E0%B8%81%E0%B8%A3\"><\/span>5 \u0e41\u0e01\u0e19\u0e2b\u0e25\u0e31\u0e01\u0e02\u0e2d\u0e07\u0e01\u0e32\u0e23\u0e27\u0e32\u0e07 Data Strategy \u0e17\u0e35\u0e48\u0e0a\u0e48\u0e27\u0e22\u0e43\u0e2b\u0e49 AI \u0e43\u0e0a\u0e49\u0e07\u0e32\u0e19\u0e44\u0e14\u0e49\u0e08\u0e23\u0e34\u0e07\u0e43\u0e19\u0e2d\u0e07\u0e04\u0e4c\u0e01\u0e23<span class=\"ez-toc-section-end\"><\/span><\/h2>\n\n\n\n<h3 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"1_%E0%B9%80%E0%B8%9B%E0%B9%89%E0%B8%B2%E0%B8%AB%E0%B8%A1%E0%B8%B2%E0%B8%A2%E0%B8%8A%E0%B8%B1%E0%B8%94%E0%B9%80%E0%B8%88%E0%B8%99_AI_%E0%B9%83%E0%B8%8A%E0%B9%89%E0%B9%84%E0%B8%94%E0%B9%89%E0%B8%88%E0%B8%A3%E0%B8%B4%E0%B8%87\"><\/span>1. \u0e40\u0e1b\u0e49\u0e32\u0e2b\u0e21\u0e32\u0e22\u0e0a\u0e31\u0e14\u0e40\u0e08\u0e19 = AI \u0e43\u0e0a\u0e49\u0e44\u0e14\u0e49\u0e08\u0e23\u0e34\u0e07<span class=\"ez-toc-section-end\"><\/span><\/h3>\n\n\n\n<p>AI \u0e44\u0e21\u0e48\u0e04\u0e27\u0e23\u0e40\u0e1b\u0e47\u0e19\u0e02\u0e2d\u0e07\u0e40\u0e25\u0e48\u0e19 \u0e2b\u0e23\u0e37\u0e2d\u0e41\u0e04\u0e48 \u201c\u0e25\u0e2d\u0e07\u0e43\u0e0a\u0e49\u0e14\u0e39\u201d<br>\u0e01\u0e48\u0e2d\u0e19\u0e25\u0e07\u0e17\u0e38\u0e19\u0e43\u0e19\u0e40\u0e04\u0e23\u0e37\u0e48\u0e2d\u0e07\u0e21\u0e37\u0e2d\u0e43\u0e14 \u0e46 \u0e2a\u0e34\u0e48\u0e07\u0e41\u0e23\u0e01\u0e17\u0e35\u0e48\u0e2d\u0e07\u0e04\u0e4c\u0e01\u0e23\u0e15\u0e49\u0e2d\u0e07\u0e15\u0e2d\u0e1a\u0e43\u0e2b\u0e49\u0e44\u0e14\u0e49\u0e04\u0e37\u0e2d <strong>AI \u0e08\u0e30\u0e40\u0e02\u0e49\u0e32\u0e21\u0e32\u0e0a\u0e48\u0e27\u0e22\u0e43\u0e19\u0e40\u0e1b\u0e49\u0e32\u0e2b\u0e21\u0e32\u0e22\u0e18\u0e38\u0e23\u0e01\u0e34\u0e08\u0e2d\u0e22\u0e48\u0e32\u0e07\u0e44\u0e23?<\/strong><\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u0e08\u0e30\u0e0a\u0e48\u0e27\u0e22\u0e40\u0e1e\u0e34\u0e48\u0e21 conversion rate \u0e08\u0e32\u0e01\u0e41\u0e04\u0e21\u0e40\u0e1b\u0e0d\u0e44\u0e14\u0e49\u0e44\u0e2b\u0e21?<\/li>\n\n\n\n<li>\u0e08\u0e30\u0e0a\u0e48\u0e27\u0e22\u0e04\u0e49\u0e19\u0e2b\u0e32\u0e42\u0e2d\u0e01\u0e32\u0e2a\u0e43\u0e19\u0e01\u0e32\u0e23 upsell \/ cross-sell \u0e44\u0e14\u0e49\u0e21\u0e32\u0e01\u0e02\u0e36\u0e49\u0e19\u0e2b\u0e23\u0e37\u0e2d\u0e40\u0e1b\u0e25\u0e48\u0e32?<\/li>\n\n\n\n<li>\u0e08\u0e30\u0e25\u0e14 churn \u0e02\u0e2d\u0e07\u0e25\u0e39\u0e01\u0e04\u0e49\u0e32\u0e1b\u0e23\u0e30\u0e08\u0e33\u0e44\u0e14\u0e49\u0e41\u0e04\u0e48\u0e44\u0e2b\u0e19?<\/li>\n<\/ul>\n\n\n\n<p>\u0e40\u0e21\u0e37\u0e48\u0e2d\u0e2d\u0e07\u0e04\u0e4c\u0e01\u0e23\u0e01\u0e33\u0e2b\u0e19\u0e14 <em>Business KPIs<\/em> \u0e44\u0e14\u0e49\u0e0a\u0e31\u0e14\u0e40\u0e08\u0e19 AI \u0e01\u0e47\u0e08\u0e30\u0e21\u0e35\u0e1a\u0e17\u0e1a\u0e32\u0e17\u0e0a\u0e31\u0e14\u0e27\u0e48\u0e32\u0e40\u0e02\u0e49\u0e32\u0e21\u0e32 support \u0e15\u0e23\u0e07\u0e44\u0e2b\u0e19<br>\u0e0b\u0e36\u0e48\u0e07\u0e2a\u0e2d\u0e14\u0e04\u0e25\u0e49\u0e2d\u0e07\u0e01\u0e31\u0e1a\u0e07\u0e32\u0e19\u0e27\u0e34\u0e08\u0e31\u0e22\u0e02\u0e2d\u0e07 McKinsey \u0e17\u0e35\u0e48\u0e0a\u0e35\u0e49\u0e27\u0e48\u0e32\u0e2d\u0e07\u0e04\u0e4c\u0e01\u0e23\u0e17\u0e35\u0e48\u0e1c\u0e39\u0e01 AI \u0e01\u0e31\u0e1a business value \u0e44\u0e14\u0e49\u0e0a\u0e31\u0e14\u0e40\u0e08\u0e19 \u0e08\u0e30\u0e40\u0e2b\u0e47\u0e19 ROI \u0e08\u0e32\u0e01 AI \u0e44\u0e14\u0e49\u0e21\u0e32\u0e01\u0e01\u0e27\u0e48\u0e32\u0e2d\u0e07\u0e04\u0e4c\u0e01\u0e23\u0e17\u0e35\u0e48\u0e41\u0e04\u0e48 \u201c\u0e17\u0e14\u0e25\u0e2d\u0e07\u0e43\u0e0a\u0e49\u201d \u0e42\u0e14\u0e22\u0e44\u0e21\u0e48\u0e21\u0e35\u0e40\u0e1b\u0e49\u0e32\u0e2b\u0e21\u0e32\u0e22\u0e17\u0e35\u0e48\u0e27\u0e31\u0e14\u0e1c\u0e25\u0e44\u0e14\u0e49 (Source: McKinsey \u2013 The State of AI in 2023)<\/p>\n\n\n\n<h3 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"2_%E0%B8%82%E0%B9%89%E0%B8%AD%E0%B8%A1%E0%B8%B9%E0%B8%A5%E0%B8%95%E0%B9%89%E0%B8%AD%E0%B8%87%E0%B8%9E%E0%B8%A3%E0%B9%89%E0%B8%AD%E0%B8%A1_Insight_%E0%B8%95%E0%B9%89%E0%B8%AD%E0%B8%87%E0%B9%81%E0%B8%A1%E0%B9%88%E0%B8%99\"><\/span>2. \u0e02\u0e49\u0e2d\u0e21\u0e39\u0e25\u0e15\u0e49\u0e2d\u0e07\u0e1e\u0e23\u0e49\u0e2d\u0e21 = Insight \u0e15\u0e49\u0e2d\u0e07\u0e41\u0e21\u0e48\u0e19<span class=\"ez-toc-section-end\"><\/span><\/h3>\n\n\n\n<p>AI \u0e17\u0e35\u0e48\u0e14\u0e35\u0e08\u0e30\u0e44\u0e21\u0e48\u0e21\u0e35\u0e1b\u0e23\u0e30\u0e42\u0e22\u0e0a\u0e19\u0e4c\u0e40\u0e25\u0e22 \u0e16\u0e49\u0e32\u0e44\u0e21\u0e48\u0e21\u0e35\u0e02\u0e49\u0e2d\u0e21\u0e39\u0e25\u0e17\u0e35\u0e48\u0e14\u0e35\u0e1b\u0e49\u0e2d\u0e19\u0e43\u0e2b\u0e49 \u0e01\u0e32\u0e23\u0e27\u0e32\u0e07 Data Strategy for AI \u0e08\u0e36\u0e07\u0e15\u0e49\u0e2d\u0e07\u0e40\u0e19\u0e49\u0e19\u0e17\u0e35\u0e48\u0e01\u0e32\u0e23\u0e23\u0e27\u0e1a\u0e23\u0e27\u0e21\u0e02\u0e49\u0e2d\u0e21\u0e39\u0e25\u0e08\u0e32\u0e01\u0e17\u0e38\u0e01 touchpoint \u0e02\u0e2d\u0e07\u0e25\u0e39\u0e01\u0e04\u0e49\u0e32 \u0e41\u0e25\u0e30\u0e40\u0e0a\u0e37\u0e48\u0e2d\u0e21\u0e42\u0e22\u0e07\u0e43\u0e2b\u0e49\u0e40\u0e2b\u0e47\u0e19\u0e20\u0e32\u0e1e\u0e23\u0e27\u0e21\u0e41\u0e1a\u0e1a 360 \u0e2d\u0e07\u0e28\u0e32<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u0e43\u0e04\u0e23\u0e04\u0e37\u0e2d\u0e01\u0e25\u0e38\u0e48\u0e21\u0e25\u0e39\u0e01\u0e04\u0e49\u0e32\u0e2b\u0e25\u0e31\u0e01?<\/li>\n\n\n\n<li>\u0e40\u0e02\u0e32\u0e0b\u0e37\u0e49\u0e2d\u0e2d\u0e30\u0e44\u0e23 \u0e08\u0e32\u0e01\u0e0a\u0e48\u0e2d\u0e07\u0e17\u0e32\u0e07\u0e44\u0e2b\u0e19?<\/li>\n\n\n\n<li>\u0e40\u0e2a\u0e49\u0e19\u0e17\u0e32\u0e07\u0e02\u0e2d\u0e07\u0e25\u0e39\u0e01\u0e04\u0e49\u0e32\u0e01\u0e48\u0e2d\u0e19\u0e0b\u0e37\u0e49\u0e2d (Customer Journey) \u0e40\u0e1b\u0e47\u0e19\u0e2d\u0e22\u0e48\u0e32\u0e07\u0e44\u0e23?<\/li>\n<\/ul>\n\n\n\n<p>\u0e02\u0e49\u0e2d\u0e21\u0e39\u0e25\u0e40\u0e2b\u0e25\u0e48\u0e32\u0e19\u0e35\u0e49\u0e04\u0e27\u0e23\u0e16\u0e39\u0e01\u0e08\u0e31\u0e14\u0e40\u0e01\u0e47\u0e1a\u0e43\u0e19\u0e23\u0e39\u0e1b\u0e41\u0e1a\u0e1a\u0e17\u0e35\u0e48 <em>clean<\/em>, <em>connect<\/em> \u0e41\u0e25\u0e30 <em>\u0e1e\u0e23\u0e49\u0e2d\u0e21\u0e43\u0e0a\u0e49\u0e07\u0e32\u0e19<\/em> \u0e40\u0e1e\u0e37\u0e48\u0e2d\u0e43\u0e2b\u0e49 AI \u0e27\u0e34\u0e40\u0e04\u0e23\u0e32\u0e30\u0e2b\u0e4c\u0e41\u0e25\u0e30\u0e43\u0e2b\u0e49\u0e04\u0e33\u0e41\u0e19\u0e30\u0e19\u0e33\u0e17\u0e35\u0e48\u0e41\u0e21\u0e48\u0e19\u0e22\u0e33\u0e44\u0e14\u0e49\u0e08\u0e23\u0e34\u0e07 \u0e44\u0e21\u0e48\u0e43\u0e0a\u0e48\u0e41\u0e04\u0e48\u0e04\u0e32\u0e14\u0e40\u0e14\u0e32<br>Gartner \u0e23\u0e30\u0e1a\u0e38\u0e27\u0e48\u0e32 \u201cData quality &amp; integration\u201d \u0e40\u0e1b\u0e47\u0e19\u0e2b\u0e19\u0e36\u0e48\u0e07\u0e43\u0e19\u0e2a\u0e32\u0e40\u0e2b\u0e15\u0e38\u0e2b\u0e25\u0e31\u0e01\u0e17\u0e35\u0e48\u0e17\u0e33\u0e43\u0e2b\u0e49\u0e2b\u0e25\u0e32\u0e22\u0e42\u0e04\u0e23\u0e07\u0e01\u0e32\u0e23 AI \u0e25\u0e49\u0e21\u0e40\u0e2b\u0e25\u0e27 (Source: Gartner \u2013 Top Reasons Why AI Projects Fail)<\/p>\n\n\n\n<h3 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"3_%E0%B8%AA%E0%B8%A3%E0%B9%89%E0%B8%B2%E0%B8%87_Data_Infrastructure_%E0%B8%97%E0%B8%B5%E0%B9%88_Scale_%E0%B9%84%E0%B8%94%E0%B9%89\"><\/span>3. \u0e2a\u0e23\u0e49\u0e32\u0e07 Data Infrastructure \u0e17\u0e35\u0e48 Scale \u0e44\u0e14\u0e49<span class=\"ez-toc-section-end\"><\/span><\/h3>\n\n\n\n<p>\u0e2d\u0e07\u0e04\u0e4c\u0e01\u0e23\u0e08\u0e33\u0e19\u0e27\u0e19\u0e21\u0e32\u0e01\u0e21\u0e31\u0e01\u0e40\u0e23\u0e34\u0e48\u0e21\u0e15\u0e49\u0e19\u0e40\u0e01\u0e47\u0e1a\u0e02\u0e49\u0e2d\u0e21\u0e39\u0e25\u0e40\u0e09\u0e1e\u0e32\u0e30\u0e17\u0e35\u0e48\u0e08\u0e33\u0e40\u0e1b\u0e47\u0e19\u0e43\u0e19\u0e41\u0e04\u0e21\u0e40\u0e1b\u0e0d\u0e40\u0e14\u0e35\u0e22\u0e27 \u0e40\u0e0a\u0e48\u0e19 \u0e02\u0e49\u0e2d\u0e21\u0e39\u0e25 Leads \u0e08\u0e32\u0e01 Facebook \u0e2b\u0e23\u0e37\u0e2d LINE OA \u0e42\u0e14\u0e22\u0e44\u0e21\u0e48\u0e21\u0e35\u0e01\u0e32\u0e23\u0e27\u0e32\u0e07\u0e23\u0e30\u0e1a\u0e1a\u0e23\u0e2d\u0e07\u0e23\u0e31\u0e1a\u0e01\u0e32\u0e23\u0e43\u0e0a\u0e49\u0e07\u0e32\u0e19\u0e43\u0e19\u0e23\u0e30\u0e22\u0e30\u0e22\u0e32\u0e27<br>\u0e41\u0e15\u0e48 Data Infrastructure \u0e17\u0e35\u0e48\u0e14\u0e35 \u0e04\u0e27\u0e23\u0e23\u0e2d\u0e07\u0e23\u0e31\u0e1a\u0e01\u0e32\u0e23\u0e17\u0e33\u0e07\u0e32\u0e19\u0e02\u0e2d\u0e07\u0e17\u0e31\u0e49\u0e07:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>CRM (Customer Relationship Management)<\/li>\n\n\n\n<li>CDP (Customer Data Platform)<\/li>\n\n\n\n<li>AI model \u0e2a\u0e33\u0e2b\u0e23\u0e31\u0e1a\u0e01\u0e32\u0e23\u0e17\u0e33 personalization<\/li>\n\n\n\n<li>Marketing Automation \u0e17\u0e35\u0e48\u0e2a\u0e37\u0e48\u0e2d\u0e2a\u0e32\u0e23\u0e44\u0e14\u0e49\u0e41\u0e1a\u0e1a real-time<\/li>\n<\/ul>\n\n\n\n<blockquote class=\"wp-block-quote is-layout-flow wp-block-quote-is-layout-flow\">\n<p>\u0e44\u0e21\u0e48\u0e43\u0e0a\u0e48\u0e41\u0e04\u0e48 \u201c\u0e40\u0e01\u0e47\u0e1a\u0e02\u0e49\u0e2d\u0e21\u0e39\u0e25\u0e44\u0e14\u0e49\u201d \u0e41\u0e15\u0e48\u0e15\u0e49\u0e2d\u0e07 \u201c\u0e15\u0e48\u0e2d\u0e22\u0e2d\u0e14\u0e44\u0e14\u0e49\u201d \u0e41\u0e25\u0e30 \u201c\u0e40\u0e0a\u0e37\u0e48\u0e2d\u0e21\u0e42\u0e22\u0e07\u0e01\u0e31\u0e19\u0e44\u0e14\u0e49\u201d<\/p>\n<\/blockquote>\n\n\n\n<h3 class=\"wp-block-heading\">4. \u0e17\u0e33\u0e43\u0e2b\u0e49 Data \u0e43\u0e0a\u0e49\u0e44\u0e14\u0e49 &#8220;\u0e2b\u0e25\u0e32\u0e22\u0e17\u0e35\u0e21&#8221; \u0e44\u0e21\u0e48\u0e43\u0e0a\u0e48\u0e41\u0e04\u0e48\u0e17\u0e35\u0e21\u0e40\u0e14\u0e35\u0e22\u0e27<\/h3>\n\n\n\n<p>\u0e02\u0e49\u0e2d\u0e21\u0e39\u0e25\u0e25\u0e39\u0e01\u0e04\u0e49\u0e32\u0e44\u0e21\u0e48\u0e04\u0e27\u0e23\u0e40\u0e1b\u0e47\u0e19\u0e02\u0e2d\u0e07\u0e17\u0e35\u0e21\u0e43\u0e14\u0e17\u0e35\u0e21\u0e2b\u0e19\u0e36\u0e48\u0e07 \u0e41\u0e15\u0e48\u0e04\u0e27\u0e23\u0e40\u0e1b\u0e47\u0e19 <em>\u0e17\u0e23\u0e31\u0e1e\u0e22\u0e32\u0e01\u0e23\u0e23\u0e48\u0e27\u0e21<\/em> \u0e17\u0e35\u0e48\u0e17\u0e38\u0e01\u0e17\u0e35\u0e21\u0e43\u0e19\u0e2d\u0e07\u0e04\u0e4c\u0e01\u0e23\u0e2a\u0e32\u0e21\u0e32\u0e23\u0e16\u0e43\u0e0a\u0e49\u0e1b\u0e23\u0e30\u0e42\u0e22\u0e0a\u0e19\u0e4c\u0e44\u0e14\u0e49<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u0e17\u0e35\u0e21\u0e01\u0e32\u0e23\u0e15\u0e25\u0e32\u0e14\u0e40\u0e02\u0e49\u0e32\u0e43\u0e08\u0e27\u0e48\u0e32\u0e43\u0e04\u0e23\u0e04\u0e27\u0e23\u0e44\u0e14\u0e49\u0e23\u0e31\u0e1a\u0e41\u0e04\u0e21\u0e40\u0e1b\u0e0d\u0e44\u0e2b\u0e19<\/li>\n\n\n\n<li>\u0e17\u0e35\u0e21\u0e02\u0e32\u0e22\u0e23\u0e39\u0e49\u0e27\u0e48\u0e32\u0e25\u0e39\u0e01\u0e04\u0e49\u0e32\u0e04\u0e19\u0e19\u0e35\u0e49\u0e2a\u0e19\u0e43\u0e08\u0e2a\u0e34\u0e19\u0e04\u0e49\u0e32\u0e01\u0e25\u0e38\u0e48\u0e21\u0e44\u0e2b\u0e19<\/li>\n\n\n\n<li>\u0e17\u0e35\u0e21 CX \u0e40\u0e2b\u0e47\u0e19\u0e1b\u0e23\u0e30\u0e27\u0e31\u0e15\u0e34\u0e01\u0e32\u0e23\u0e43\u0e0a\u0e49\u0e07\u0e32\u0e19 \/ \u0e1b\u0e31\u0e0d\u0e2b\u0e32\u0e40\u0e14\u0e34\u0e21\u0e02\u0e2d\u0e07\u0e25\u0e39\u0e01\u0e04\u0e49\u0e32\u0e17\u0e31\u0e19\u0e17\u0e35<\/li>\n<\/ul>\n\n\n\n<p>\u0e40\u0e21\u0e37\u0e48\u0e2d\u0e17\u0e38\u0e01\u0e17\u0e35\u0e21\u0e40\u0e2b\u0e47\u0e19 \u201c\u0e25\u0e39\u0e01\u0e04\u0e49\u0e32\u0e20\u0e32\u0e1e\u0e40\u0e14\u0e35\u0e22\u0e27\u0e01\u0e31\u0e19\u201d (Single Customer View) \u0e2d\u0e07\u0e04\u0e4c\u0e01\u0e23\u0e01\u0e47\u0e2a\u0e32\u0e21\u0e32\u0e23\u0e16\u0e2a\u0e48\u0e07\u0e21\u0e2d\u0e1a\u0e1b\u0e23\u0e30\u0e2a\u0e1a\u0e01\u0e32\u0e23\u0e13\u0e4c\u0e17\u0e35\u0e48\u0e14\u0e35\u0e17\u0e35\u0e48\u0e2a\u0e38\u0e14\u0e43\u0e2b\u0e49\u0e25\u0e39\u0e01\u0e04\u0e49\u0e32\u0e44\u0e14\u0e49\u0e43\u0e19\u0e17\u0e38\u0e01\u0e08\u0e38\u0e14\u0e2a\u0e31\u0e21\u0e1c\u0e31\u0e2a<\/p>\n\n\n\n<h3 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"5_%E0%B8%A7%E0%B8%B2%E0%B8%87_Roadmap_%E0%B8%97%E0%B8%B5%E0%B9%88%E0%B9%80%E0%B8%8A%E0%B8%B7%E0%B9%88%E0%B8%AD%E0%B8%A1_Business_Tech\"><\/span>5. \u0e27\u0e32\u0e07 Roadmap \u0e17\u0e35\u0e48\u0e40\u0e0a\u0e37\u0e48\u0e2d\u0e21 Business + Tech<span class=\"ez-toc-section-end\"><\/span><\/h3>\n\n\n\n<p>\u0e2b\u0e19\u0e36\u0e48\u0e07\u0e43\u0e19\u0e01\u0e31\u0e1a\u0e14\u0e31\u0e01\u0e02\u0e2d\u0e07\u0e01\u0e32\u0e23\u0e43\u0e0a\u0e49 AI \u0e04\u0e37\u0e2d\u0e01\u0e32\u0e23\u0e1b\u0e25\u0e48\u0e2d\u0e22\u0e43\u0e2b\u0e49\u0e40\u0e1b\u0e47\u0e19\u0e40\u0e23\u0e37\u0e48\u0e2d\u0e07\u0e02\u0e2d\u0e07 \u201c\u0e17\u0e35\u0e21 IT \u0e2b\u0e23\u0e37\u0e2d Data Scientist\u201d \u0e40\u0e1e\u0e35\u0e22\u0e07\u0e1d\u0e48\u0e32\u0e22\u0e40\u0e14\u0e35\u0e22\u0e27<br>\u0e43\u0e19\u0e04\u0e27\u0e32\u0e21\u0e40\u0e1b\u0e47\u0e19\u0e08\u0e23\u0e34\u0e07 AI \u0e17\u0e35\u0e48\u0e2a\u0e23\u0e49\u0e32\u0e07\u0e21\u0e39\u0e25\u0e04\u0e48\u0e32\u0e17\u0e32\u0e07\u0e18\u0e38\u0e23\u0e01\u0e34\u0e08\u0e44\u0e14\u0e49\u0e08\u0e23\u0e34\u0e07 \u0e15\u0e49\u0e2d\u0e07\u0e40\u0e01\u0e34\u0e14\u0e08\u0e32\u0e01\u0e01\u0e32\u0e23\u0e23\u0e48\u0e27\u0e21\u0e21\u0e37\u0e2d\u0e01\u0e31\u0e19\u0e23\u0e30\u0e2b\u0e27\u0e48\u0e32\u0e07<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u0e1c\u0e39\u0e49\u0e1a\u0e23\u0e34\u0e2b\u0e32\u0e23 \/ Business Owner \u0e17\u0e35\u0e48\u0e27\u0e32\u0e07\u0e40\u0e1b\u0e49\u0e32\u0e2b\u0e21\u0e32\u0e22\u0e18\u0e38\u0e23\u0e01\u0e34\u0e08<\/li>\n\n\n\n<li>\u0e17\u0e35\u0e21 Marketing \/ Sales \u0e17\u0e35\u0e48\u0e40\u0e02\u0e49\u0e32\u0e43\u0e08\u0e25\u0e39\u0e01\u0e04\u0e49\u0e32 \u0e41\u0e25\u0e30\u0e23\u0e39\u0e49\u0e27\u0e48\u0e32\u0e08\u0e30<a href=\"https:\/\/predictive.co.th\/blog\/ai-marketing\/\">\u0e43\u0e0a\u0e49 AI \u0e01\u0e31\u0e1a\u0e01\u0e32\u0e23\u0e15\u0e25\u0e32\u0e14\u0e2d\u0e22\u0e48\u0e32\u0e07\u0e44\u0e23<\/a><\/li>\n\n\n\n<li>\u0e17\u0e35\u0e21 IT \/ Data \u0e17\u0e35\u0e48\u0e27\u0e32\u0e07\u0e42\u0e04\u0e23\u0e07\u0e2a\u0e23\u0e49\u0e32\u0e07\u0e41\u0e25\u0e30\u0e40\u0e25\u0e37\u0e2d\u0e01\u0e40\u0e17\u0e04\u0e42\u0e19\u0e42\u0e25\u0e22\u0e35<\/li>\n<\/ul>\n\n\n\n<p>\u0e17\u0e38\u0e01\u0e1d\u0e48\u0e32\u0e22\u0e15\u0e49\u0e2d\u0e07\u0e23\u0e48\u0e27\u0e21\u0e01\u0e31\u0e19\u0e27\u0e32\u0e07 <strong>Roadmap \u0e02\u0e2d\u0e07 <\/strong>Data Strategy for AI \u0e44\u0e1b\u0e1e\u0e23\u0e49\u0e2d\u0e21\u0e01\u0e31\u0e19 \u0e40\u0e1e\u0e37\u0e48\u0e2d\u0e43\u0e2b\u0e49\u0e40\u0e17\u0e04\u0e42\u0e19\u0e42\u0e25\u0e22\u0e35\u0e15\u0e2d\u0e1a\u0e42\u0e08\u0e17\u0e22\u0e4c\u0e08\u0e23\u0e34\u0e07 \u0e41\u0e25\u0e30\u0e44\u0e21\u0e48\u0e2b\u0e25\u0e38\u0e14\u0e08\u0e32\u0e01\u0e1a\u0e23\u0e34\u0e1a\u0e17\u0e18\u0e38\u0e23\u0e01\u0e34\u0e08<\/p>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity is-style-default\" \/>\n\n\n\n<h2 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"%E0%B8%AA%E0%B8%A3%E0%B8%B8%E0%B8%9B_%E0%B8%82%E0%B9%89%E0%B8%AD%E0%B8%A1%E0%B8%B9%E0%B8%A5%E0%B8%94%E0%B8%B5%E0%B8%AD%E0%B8%A2%E0%B9%88%E0%B8%B2%E0%B8%87%E0%B9%80%E0%B8%94%E0%B8%B5%E0%B8%A2%E0%B8%A7%E0%B9%84%E0%B8%A1%E0%B9%88%E0%B8%9E%E0%B8%AD_%E0%B8%96%E0%B9%89%E0%B8%B2_%E2%80%9C%E0%B8%81%E0%B8%A5%E0%B8%A2%E0%B8%B8%E0%B8%97%E0%B8%98%E0%B9%8C%E0%B8%82%E0%B9%89%E0%B8%AD%E0%B8%A1%E0%B8%B9%E0%B8%A5%E2%80%9D_%E0%B9%84%E0%B8%A1%E0%B9%88%E0%B8%8A%E0%B8%B1%E0%B8%94\"><\/span>\u0e2a\u0e23\u0e38\u0e1b: \u0e02\u0e49\u0e2d\u0e21\u0e39\u0e25\u0e14\u0e35\u0e2d\u0e22\u0e48\u0e32\u0e07\u0e40\u0e14\u0e35\u0e22\u0e27\u0e44\u0e21\u0e48\u0e1e\u0e2d \u0e16\u0e49\u0e32 \u201c\u0e01\u0e25\u0e22\u0e38\u0e17\u0e18\u0e4c\u0e02\u0e49\u0e2d\u0e21\u0e39\u0e25\u201d \u0e44\u0e21\u0e48\u0e0a\u0e31\u0e14<span class=\"ez-toc-section-end\"><\/span><\/h2>\n\n\n\n<p><strong>\u0e01\u0e32\u0e23\u0e27\u0e32\u0e07 Data Strategy \u0e04\u0e37\u0e2d\u0e2a\u0e16\u0e32\u0e1b\u0e19\u0e34\u0e01\u0e17\u0e35\u0e48\u0e01\u0e33\u0e2b\u0e19\u0e14\u0e27\u0e48\u0e32 AI \u0e08\u0e30\u0e2a\u0e23\u0e49\u0e32\u0e07\u0e2d\u0e30\u0e44\u0e23\u0e02\u0e36\u0e49\u0e19\u0e21\u0e32\u0e44\u0e14\u0e49 <\/strong>AI \u0e44\u0e21\u0e48\u0e43\u0e0a\u0e48\u0e1e\u0e23\u0e30\u0e40\u0e2d\u0e01\u0e40\u0e14\u0e35\u0e48\u0e22\u0e27 \u0e46 \u0e17\u0e35\u0e48\u0e08\u0e30\u0e21\u0e32\u0e0a\u0e48\u0e27\u0e22\u0e2d\u0e07\u0e04\u0e4c\u0e01\u0e23\u0e40\u0e1b\u0e25\u0e35\u0e48\u0e22\u0e19\u0e40\u0e01\u0e21\u0e44\u0e14\u0e49\u0e40\u0e2a\u0e21\u0e2d\u0e44\u0e1b<br>\u0e41\u0e15\u0e48\u0e04\u0e37\u0e2d \u201c\u0e1c\u0e39\u0e49\u0e40\u0e25\u0e48\u0e19\u0e04\u0e19\u0e2a\u0e33\u0e04\u0e31\u0e0d\u201d \u0e17\u0e35\u0e48\u0e08\u0e30\u0e2a\u0e23\u0e49\u0e32\u0e07\u0e1c\u0e25\u0e25\u0e31\u0e1e\u0e18\u0e4c\u0e44\u0e14\u0e49\u0e40\u0e15\u0e47\u0e21\u0e28\u0e31\u0e01\u0e22\u0e20\u0e32\u0e1e \u0e40\u0e21\u0e37\u0e48\u0e2d\u0e21\u0e35\u0e2a\u0e19\u0e32\u0e21 (Data) \u0e17\u0e35\u0e48\u0e1e\u0e23\u0e49\u0e2d\u0e21 \u0e41\u0e25\u0e30\u0e41\u0e1c\u0e19\u0e01\u0e32\u0e23\u0e40\u0e25\u0e48\u0e19 (Strategy) \u0e17\u0e35\u0e48\u0e0a\u0e31\u0e14\u0e40\u0e08\u0e19<\/p>\n\n\n\n<p>\u0e1a\u0e17\u0e04\u0e27\u0e32\u0e21\u0e2d\u0e49\u0e32\u0e07\u0e2d\u0e34\u0e07: <a href=\"https:\/\/www.pluralsight.com\/resources\/blog\/ai-and-data\/leaders-guide-data-strategy-for-AI#what-is-a-modern-data-strategy?\" target=\"_blank\" rel=\"noopener\">https:\/\/www.pluralsight.com\/resources\/blog\/ai-and-data\/leaders-guide-data-strategy-for-AI#what-is-a-modern-data-strategy?<\/a><\/p>\n\n\n\n<h3 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"%E0%B8%9E%E0%B8%A3%E0%B9%89%E0%B8%AD%E0%B8%A1%E0%B9%80%E0%B8%A3%E0%B8%B4%E0%B9%88%E0%B8%A1%E0%B8%95%E0%B9%89%E0%B8%99%E0%B8%A7%E0%B8%B2%E0%B8%87_Data_Strategy_for_AI_%E0%B8%97%E0%B8%B5%E0%B9%88%E0%B8%95%E0%B8%AD%E0%B8%9A%E0%B9%82%E0%B8%88%E0%B8%97%E0%B8%A2%E0%B9%8C%E0%B8%98%E0%B8%B8%E0%B8%A3%E0%B8%81%E0%B8%B4%E0%B8%88%E0%B8%84%E0%B8%B8%E0%B8%93%E0%B8%AB%E0%B8%A3%E0%B8%B7%E0%B8%AD%E0%B8%A2%E0%B8%B1%E0%B8%87\"><\/span>\u0e1e\u0e23\u0e49\u0e2d\u0e21\u0e40\u0e23\u0e34\u0e48\u0e21\u0e15\u0e49\u0e19\u0e27\u0e32\u0e07 Data Strategy for AI \u0e17\u0e35\u0e48\u0e15\u0e2d\u0e1a\u0e42\u0e08\u0e17\u0e22\u0e4c\u0e18\u0e38\u0e23\u0e01\u0e34\u0e08\u0e04\u0e38\u0e13\u0e2b\u0e23\u0e37\u0e2d\u0e22\u0e31\u0e07?<span class=\"ez-toc-section-end\"><\/span><\/h3>\n\n\n\n<p><mark class=\"has-inline-color has-ast-global-color-0-color\">\u0e2b\u0e32\u0e01\u0e04\u0e38\u0e13\u0e22\u0e31\u0e07\u0e44\u0e21\u0e48\u0e41\u0e19\u0e48\u0e43\u0e08\u0e27\u0e48\u0e32\u0e2d\u0e07\u0e04\u0e4c\u0e01\u0e23\u0e21\u0e35\u0e1e\u0e37\u0e49\u0e19\u0e10\u0e32\u0e19\u0e14\u0e49\u0e32\u0e19 Data \u0e1e\u0e23\u0e49\u0e2d\u0e21\u0e41\u0e04\u0e48\u0e44\u0e2b\u0e19 \u0e2b\u0e23\u0e37\u0e2d\u0e2d\u0e22\u0e32\u0e01\u0e23\u0e39\u0e49\u0e27\u0e48\u0e32\u0e04\u0e27\u0e23\u0e40\u0e23\u0e34\u0e48\u0e21\u0e15\u0e49\u0e19\u0e27\u0e32\u0e07 Data Strategy \u0e2d\u0e22\u0e48\u0e32\u0e07\u0e44\u0e23\u0e43\u0e2b\u0e49\u0e2a\u0e2d\u0e14\u0e04\u0e25\u0e49\u0e2d\u0e07\u0e01\u0e31\u0e1a\u0e40\u0e1b\u0e49\u0e32\u0e2b\u0e21\u0e32\u0e22\u0e17\u0e32\u0e07\u0e18\u0e38\u0e23\u0e01\u0e34\u0e08 \u0e40\u0e23\u0e32\u0e1e\u0e23\u0e49\u0e2d\u0e21\u0e0a\u0e48\u0e27\u0e22\u0e27\u0e34\u0e40\u0e04\u0e23\u0e32\u0e30\u0e2b\u0e4c \u0e41\u0e25\u0e30\u0e23\u0e48\u0e27\u0e21\u0e27\u0e32\u0e07\u0e41\u0e1c\u0e19\u0e44\u0e1b\u0e01\u0e31\u0e1a\u0e04\u0e38\u0e13<\/mark><\/p>\n\n\n<style>.kt-accordion-id23321_6ad706-bc .kt-accordion-inner-wrap{column-gap:var(--global-kb-gap-md, 2rem);row-gap:0px;}.kt-accordion-id23321_6ad706-bc .kt-accordion-panel-inner{border-top:0px solid transparent;border-right:0px solid transparent;border-bottom:0px solid transparent;border-left:0px solid transparent;padding-top:var(--global-kb-spacing-sm, 1.5rem);padding-right:var(--global-kb-spacing-sm, 1.5rem);padding-bottom:var(--global-kb-spacing-sm, 1.5rem);padding-left:var(--global-kb-spacing-sm, 1.5rem);}.kt-accordion-id23321_6ad706-bc > .kt-accordion-inner-wrap > .wp-block-kadence-pane > .kt-accordion-header-wrap > .kt-blocks-accordion-header{border-top:0px solid #f2f2f2;border-right:0px solid #f2f2f2;border-bottom:0px solid #f2f2f2;border-left:0px solid #f2f2f2;border-top-left-radius:0px;border-top-right-radius:0px;border-bottom-right-radius:0px;border-bottom-left-radius:0px;background:var(--ast-global-color-0);color:var(--ast-global-color-5);padding-top:10px;padding-right:14px;padding-bottom:10px;padding-left:14px;}.kt-accordion-id23321_6ad706-bc:not( .kt-accodion-icon-style-basiccircle ):not( .kt-accodion-icon-style-xclosecircle ):not( .kt-accodion-icon-style-arrowcircle )  > .kt-accordion-inner-wrap > .wp-block-kadence-pane > .kt-accordion-header-wrap .kt-blocks-accordion-icon-trigger:after, .kt-accordion-id23321_6ad706-bc:not( .kt-accodion-icon-style-basiccircle ):not( .kt-accodion-icon-style-xclosecircle ):not( .kt-accodion-icon-style-arrowcircle )  > .kt-accordion-inner-wrap > .wp-block-kadence-pane > .kt-accordion-header-wrap .kt-blocks-accordion-icon-trigger:before{background:var(--ast-global-color-5);}.kt-accordion-id23321_6ad706-bc:not( .kt-accodion-icon-style-basic ):not( .kt-accodion-icon-style-xclose ):not( .kt-accodion-icon-style-arrow ) .kt-blocks-accordion-icon-trigger{background:var(--ast-global-color-5);}.kt-accordion-id23321_6ad706-bc:not( .kt-accodion-icon-style-basic ):not( .kt-accodion-icon-style-xclose ):not( .kt-accodion-icon-style-arrow ) .kt-blocks-accordion-icon-trigger:after, .kt-accordion-id23321_6ad706-bc:not( .kt-accodion-icon-style-basic ):not( .kt-accodion-icon-style-xclose ):not( .kt-accodion-icon-style-arrow ) .kt-blocks-accordion-icon-trigger:before{background:var(--ast-global-color-0);}.kt-accordion-id23321_6ad706-bc > .kt-accordion-inner-wrap > .wp-block-kadence-pane > .kt-accordion-header-wrap > .kt-blocks-accordion-header:hover, \n\t\t\t\tbody:not(.hide-focus-outline) .kt-accordion-id23321_6ad706-bc .kt-blocks-accordion-header:focus-visible{color:var(--ast-global-color-5);background:var(--ast-global-color-0);border-top-color:#eeeeee;border-top-style:solid;border-right-color:#eeeeee;border-right-style:solid;border-bottom-color:#eeeeee;border-bottom-style:solid;border-left-color:#eeeeee;border-left-style:solid;}.kt-accordion-id23321_6ad706-bc:not( .kt-accodion-icon-style-basiccircle ):not( .kt-accodion-icon-style-xclosecircle ):not( .kt-accodion-icon-style-arrowcircle ) .kt-accordion-header-wrap .kt-blocks-accordion-header:hover .kt-blocks-accordion-icon-trigger:after, .kt-accordion-id23321_6ad706-bc:not( .kt-accodion-icon-style-basiccircle ):not( .kt-accodion-icon-style-xclosecircle ):not( .kt-accodion-icon-style-arrowcircle ) .kt-accordion-header-wrap .kt-blocks-accordion-header:hover .kt-blocks-accordion-icon-trigger:before, body:not(.hide-focus-outline) .kt-accordion-id23321_6ad706-bc:not( .kt-accodion-icon-style-basiccircle ):not( .kt-accodion-icon-style-xclosecircle ):not( .kt-accodion-icon-style-arrowcircle ) .kt-blocks-accordion--visible .kt-blocks-accordion-icon-trigger:after, body:not(.hide-focus-outline) .kt-accordion-id23321_6ad706-bc:not( .kt-accodion-icon-style-basiccircle ):not( .kt-accodion-icon-style-xclosecircle ):not( .kt-accodion-icon-style-arrowcircle ) .kt-blocks-accordion-header:focus-visible .kt-blocks-accordion-icon-trigger:before{background:var(--ast-global-color-5);}.kt-accordion-id23321_6ad706-bc:not( .kt-accodion-icon-style-basic ):not( .kt-accodion-icon-style-xclose ):not( .kt-accodion-icon-style-arrow ) .kt-accordion-header-wrap .kt-blocks-accordion-header:hover .kt-blocks-accordion-icon-trigger, body:not(.hide-focus-outline) .kt-accordion-id23321_6ad706-bc:not( .kt-accodion-icon-style-basic ):not( .kt-accodion-icon-style-xclose ):not( .kt-accodion-icon-style-arrow ) .kt-accordion-header-wrap .kt-blocks-accordion-header:focus-visible .kt-blocks-accordion-icon-trigger{background:var(--ast-global-color-5);}.kt-accordion-id23321_6ad706-bc:not( .kt-accodion-icon-style-basic ):not( .kt-accodion-icon-style-xclose ):not( .kt-accodion-icon-style-arrow ) .kt-accordion-header-wrap .kt-blocks-accordion-header:hover .kt-blocks-accordion-icon-trigger:after, .kt-accordion-id23321_6ad706-bc:not( .kt-accodion-icon-style-basic ):not( .kt-accodion-icon-style-xclose ):not( .kt-accodion-icon-style-arrow ) .kt-accordion-header-wrap .kt-blocks-accordion-header:hover .kt-blocks-accordion-icon-trigger:before, body:not(.hide-focus-outline) .kt-accordion-id23321_6ad706-bc:not( .kt-accodion-icon-style-basic ):not( .kt-accodion-icon-style-xclose ):not( .kt-accodion-icon-style-arrow ) .kt-accordion-header-wrap .kt-blocks-accordion-header:focus-visible .kt-blocks-accordion-icon-trigger:after, body:not(.hide-focus-outline) .kt-accordion-id23321_6ad706-bc:not( .kt-accodion-icon-style-basic ):not( .kt-accodion-icon-style-xclose ):not( .kt-accodion-icon-style-arrow ) .kt-accordion-header-wrap .kt-blocks-accordion-header:focus-visible .kt-blocks-accordion-icon-trigger:before{background:var(--ast-global-color-0);}.kt-accordion-id23321_6ad706-bc .kt-accordion-header-wrap .kt-blocks-accordion-header:focus-visible,\n\t\t\t\t.kt-accordion-id23321_6ad706-bc > .kt-accordion-inner-wrap > .wp-block-kadence-pane > .kt-accordion-header-wrap > .kt-blocks-accordion-header.kt-accordion-panel-active{color:var(--ast-global-color-5);background:var(--ast-global-color-0);border-top-color:#444444;border-top-style:solid;border-right-color:#444444;border-right-style:solid;border-bottom-color:#444444;border-bottom-style:solid;border-left-color:#444444;border-left-style:solid;}.kt-accordion-id23321_6ad706-bc:not( .kt-accodion-icon-style-basiccircle ):not( .kt-accodion-icon-style-xclosecircle ):not( .kt-accodion-icon-style-arrowcircle )  > .kt-accordion-inner-wrap > .wp-block-kadence-pane > .kt-accordion-header-wrap > .kt-blocks-accordion-header.kt-accordion-panel-active .kt-blocks-accordion-icon-trigger:after, .kt-accordion-id23321_6ad706-bc:not( .kt-accodion-icon-style-basiccircle ):not( .kt-accodion-icon-style-xclosecircle ):not( .kt-accodion-icon-style-arrowcircle )  > .kt-accordion-inner-wrap > .wp-block-kadence-pane > .kt-accordion-header-wrap > .kt-blocks-accordion-header.kt-accordion-panel-active .kt-blocks-accordion-icon-trigger:before{background:var(--ast-global-color-5);}.kt-accordion-id23321_6ad706-bc:not( .kt-accodion-icon-style-basic ):not( .kt-accodion-icon-style-xclose ):not( .kt-accodion-icon-style-arrow ) .kt-blocks-accordion-header.kt-accordion-panel-active .kt-blocks-accordion-icon-trigger{background:var(--ast-global-color-5);}.kt-accordion-id23321_6ad706-bc:not( .kt-accodion-icon-style-basic ):not( .kt-accodion-icon-style-xclose ):not( .kt-accodion-icon-style-arrow ) .kt-blocks-accordion-header.kt-accordion-panel-active .kt-blocks-accordion-icon-trigger:after, .kt-accordion-id23321_6ad706-bc:not( .kt-accodion-icon-style-basic ):not( .kt-accodion-icon-style-xclose ):not( .kt-accodion-icon-style-arrow ) .kt-blocks-accordion-header.kt-accordion-panel-active .kt-blocks-accordion-icon-trigger:before{background:var(--ast-global-color-0);}@media all and (max-width: 1024px){.kt-accordion-id23321_6ad706-bc .kt-accordion-panel-inner{border-top:0px solid transparent;border-right:0px solid transparent;border-bottom:0px solid transparent;border-left:0px solid transparent;}}@media all and (max-width: 1024px){.kt-accordion-id23321_6ad706-bc > .kt-accordion-inner-wrap > .wp-block-kadence-pane > .kt-accordion-header-wrap > .kt-blocks-accordion-header{border-top:0px solid #f2f2f2;border-right:0px solid #f2f2f2;border-bottom:0px solid #f2f2f2;border-left:0px solid #f2f2f2;}}@media all and (max-width: 1024px){.kt-accordion-id23321_6ad706-bc > .kt-accordion-inner-wrap > .wp-block-kadence-pane > .kt-accordion-header-wrap > .kt-blocks-accordion-header:hover, \n\t\t\t\tbody:not(.hide-focus-outline) .kt-accordion-id23321_6ad706-bc .kt-blocks-accordion-header:focus-visible{border-top-color:#eeeeee;border-top-style:solid;border-right-color:#eeeeee;border-right-style:solid;border-bottom-color:#eeeeee;border-bottom-style:solid;border-left-color:#eeeeee;border-left-style:solid;}}@media all and (max-width: 1024px){.kt-accordion-id23321_6ad706-bc .kt-accordion-header-wrap .kt-blocks-accordion-header:focus-visible,\n\t\t\t\t.kt-accordion-id23321_6ad706-bc > .kt-accordion-inner-wrap > .wp-block-kadence-pane > .kt-accordion-header-wrap > .kt-blocks-accordion-header.kt-accordion-panel-active{border-top-color:#444444;border-top-style:solid;border-right-color:#444444;border-right-style:solid;border-bottom-color:#444444;border-bottom-style:solid;border-left-color:#444444;border-left-style:solid;}}@media all and (max-width: 767px){.kt-accordion-id23321_6ad706-bc .kt-accordion-inner-wrap{display:block;}.kt-accordion-id23321_6ad706-bc .kt-accordion-inner-wrap .kt-accordion-pane:not(:first-child){margin-top:0px;}.kt-accordion-id23321_6ad706-bc .kt-accordion-panel-inner{border-top:0px solid transparent;border-right:0px solid transparent;border-bottom:0px solid transparent;border-left:0px solid transparent;}.kt-accordion-id23321_6ad706-bc > .kt-accordion-inner-wrap > .wp-block-kadence-pane > .kt-accordion-header-wrap > .kt-blocks-accordion-header{border-top:0px solid #f2f2f2;border-right:0px solid #f2f2f2;border-bottom:0px solid #f2f2f2;border-left:0px solid #f2f2f2;}.kt-accordion-id23321_6ad706-bc > .kt-accordion-inner-wrap > .wp-block-kadence-pane > .kt-accordion-header-wrap > .kt-blocks-accordion-header:hover, \n\t\t\t\tbody:not(.hide-focus-outline) .kt-accordion-id23321_6ad706-bc .kt-blocks-accordion-header:focus-visible{border-top-color:#eeeeee;border-top-style:solid;border-right-color:#eeeeee;border-right-style:solid;border-bottom-color:#eeeeee;border-bottom-style:solid;border-left-color:#eeeeee;border-left-style:solid;}.kt-accordion-id23321_6ad706-bc .kt-accordion-header-wrap .kt-blocks-accordion-header:focus-visible,\n\t\t\t\t.kt-accordion-id23321_6ad706-bc > .kt-accordion-inner-wrap > .wp-block-kadence-pane > .kt-accordion-header-wrap > .kt-blocks-accordion-header.kt-accordion-panel-active{border-top-color:#444444;border-top-style:solid;border-right-color:#444444;border-right-style:solid;border-bottom-color:#444444;border-bottom-style:solid;border-left-color:#444444;border-left-style:solid;}}<\/style>\n<div class=\"wp-block-kadence-accordion alignnone\"><div class=\"kt-accordion-wrap kt-accordion-id23321_6ad706-bc kt-accordion-has-2-panes kt-active-pane-0 kt-accordion-block kt-pane-header-alignment-left kt-accodion-icon-style-basic kt-accodion-icon-side-right\" style=\"max-width:none\"><div class=\"kt-accordion-inner-wrap\" data-allow-multiple-open=\"false\" data-start-open=\"0\">\n<div class=\"wp-block-kadence-pane kt-accordion-pane kt-accordion-pane-1 kt-pane23321_e84e54-9b\"><div class=\"kt-accordion-header-wrap\"><button class=\"kt-blocks-accordion-header kt-acccordion-button-label-show\" type=\"button\"><span class=\"kt-blocks-accordion-title-wrap\"><span class=\"kt-blocks-accordion-title\">\u0e1b\u0e23\u0e36\u0e01\u0e29\u0e32\u0e17\u0e35\u0e21\u0e1c\u0e39\u0e49\u0e40\u0e0a\u0e35\u0e48\u0e22\u0e27\u0e0a\u0e32\u0e0d\u0e08\u0e32\u0e01 Predicrive<\/span><\/span><span class=\"kt-blocks-accordion-icon-trigger\"><\/span><\/button><\/div><div class=\"kt-accordion-panel kt-accordion-panel-hidden\"><div class=\"kt-accordion-panel-inner\">\n<p id=\"block-c84a8f69-2acc-4e61-acf6-c8705e16a67b\">\ud83d\udccb \u0e41\u0e1a\u0e1a\u0e1f\u0e2d\u0e23\u0e4c\u0e21\u0e14\u0e49\u0e32\u0e19\u0e25\u0e48\u0e32\u0e07 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\u0e17\u0e31\u0e49\u0e07\u0e17\u0e35\u0e48\u0e25\u0e07\u0e17\u0e38\u0e19\u0e17\u0e31\u0e49\u0e07\u0e40\u0e27\u0e25\u0e32 \u0e17\u0e35\u0e21 \u0e41\u0e25\u0e30\u0e40\u0e17\u0e04\u0e42\u0e19\u0e42\u0e25\u0e22\u0e35? \u0e04\u0e33\u0e15\u0e2d\u0e1a\u0e2b\u0e19\u0e36\u0e48\u0e07\u0e17\u0e35\u0e48\u0e21\u0e31\u0e01\u0e16\u0e39\u0e01\u0e21\u0e2d\u0e07\u0e02\u0e49\u0e32\u0e21 \u0e04\u0e37\u0e2d \u0e01\u0e32\u0e23\u0e44\u0e21\u0e48\u0e21\u0e35 &#8220;Data Strategy&#8221; \u0e17\u0e35\u0e48\u0e1e\u0e23\u0e49\u0e2d\u0e21\u0e23\u0e2d\u0e07\u0e23\u0e31\u0e1a AI \u0e15\u0e31\u0e49\u0e07\u0e41\u0e15\u0e48\u0e15\u0e49\u0e19 (Data Strategy for AI)\u0e43\u0e19\u0e02\u0e13\u0e30\u0e17\u0e35\u0e48\u0e2b\u0e25\u0e32\u0e22\u0e1a\u0e17\u0e04\u0e27\u0e32\u0e21\u0e40\u0e19\u0e49\u0e19\u0e27\u0e48\u0e32 \u201c\u0e01\u0e32\u0e23\u0e40\u0e15\u0e23\u0e35\u0e22\u0e21\u0e02\u0e49\u0e2d\u0e21\u0e39\u0e25\u201d 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