{"id":25776,"date":"2026-01-28T16:09:48","date_gmt":"2026-01-28T09:09:48","guid":{"rendered":"https:\/\/predictive.co.th\/?p=25776"},"modified":"2026-02-10T10:05:20","modified_gmt":"2026-02-10T03:05:20","slug":"how-to-choose-big-data-platform","status":"publish","type":"post","link":"https:\/\/predictive.co.th\/en\/blog\/how-to-choose-big-data-platform\/","title":{"rendered":"\u0e40\u0e25\u0e37\u0e2d\u0e01\u0e41\u0e1e\u0e25\u0e15\u0e1f\u0e2d\u0e23\u0e4c\u0e21\u0e08\u0e31\u0e14\u0e01\u0e32\u0e23\u0e02\u0e49\u0e2d\u0e21\u0e39\u0e25\u0e02\u0e19\u0e32\u0e14\u0e43\u0e2b\u0e0d\u0e48\u0e2d\u0e22\u0e48\u0e32\u0e07\u0e44\u0e23\u0e43\u0e2b\u0e49 \u201c\u0e23\u0e2d\u0e07\u0e23\u0e31\u0e1a\u0e01\u0e32\u0e23\u0e40\u0e15\u0e34\u0e1a\u0e42\u0e15\u201d \u0e44\u0e21\u0e48\u0e43\u0e0a\u0e48\u0e41\u0e04\u0e48\u0e40\u0e01\u0e47\u0e1a\u0e02\u0e49\u0e2d\u0e21\u0e39\u0e25\u0e44\u0e14\u0e49"},"content":{"rendered":"\n<p>\u0e43\u0e19\u0e22\u0e38\u0e04\u0e17\u0e35\u0e48\u0e17\u0e38\u0e01\u0e2d\u0e07\u0e04\u0e4c\u0e01\u0e23\u0e1e\u0e39\u0e14\u0e16\u0e36\u0e07 Data-Driven, AI \u0e41\u0e25\u0e30 Analytics \u0e01\u0e32\u0e23\u0e21\u0e35 \u201cBig Data\u201d \u0e44\u0e21\u0e48\u0e43\u0e0a\u0e48\u0e04\u0e27\u0e32\u0e21\u0e44\u0e14\u0e49\u0e40\u0e1b\u0e23\u0e35\u0e22\u0e1a\u0e2d\u0e35\u0e01\u0e15\u0e48\u0e2d\u0e44\u0e1b<strong> \u0e41\u0e15\u0e48\u0e01\u0e32\u0e23\u0e27\u0e32\u0e07\u0e23\u0e32\u0e01\u0e10\u0e32\u0e19\u0e23\u0e30\u0e1a\u0e1a\u0e02\u0e49\u0e2d\u0e21\u0e39\u0e25\u0e17\u0e35\u0e48\u0e16\u0e39\u0e01\u0e15\u0e49\u0e2d\u0e07\u0e15\u0e31\u0e49\u0e07\u0e41\u0e15\u0e48\u0e15\u0e49\u0e19 <\/strong>\u0e15\u0e48\u0e32\u0e07\u0e2b\u0e32\u0e01 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href=\"https:\/\/predictive.co.th\/en\/blog\/how-to-choose-big-data-platform\/#Big_Data_Platform_%E0%B8%84%E0%B8%B7%E0%B8%AD%E0%B8%AD%E0%B8%B0%E0%B9%84%E0%B8%A3_%E0%B9%81%E0%B8%A5%E0%B8%B0%E0%B8%95%E0%B9%88%E0%B8%B2%E0%B8%87%E0%B8%88%E0%B8%B2%E0%B8%81%E0%B8%A3%E0%B8%B0%E0%B8%9A%E0%B8%9A%E0%B9%80%E0%B8%81%E0%B9%87%E0%B8%9A%E0%B8%82%E0%B9%89%E0%B8%AD%E0%B8%A1%E0%B8%B9%E0%B8%A5%E0%B8%97%E0%B8%B1%E0%B9%88%E0%B8%A7%E0%B9%84%E0%B8%9B%E0%B8%AD%E0%B8%A2%E0%B9%88%E0%B8%B2%E0%B8%87%E0%B9%84%E0%B8%A3\" >Big Data Platform \u0e04\u0e37\u0e2d\u0e2d\u0e30\u0e44\u0e23 \u0e41\u0e25\u0e30\u0e15\u0e48\u0e32\u0e07\u0e08\u0e32\u0e01\u0e23\u0e30\u0e1a\u0e1a\u0e40\u0e01\u0e47\u0e1a\u0e02\u0e49\u0e2d\u0e21\u0e39\u0e25\u0e17\u0e31\u0e48\u0e27\u0e44\u0e1b\u0e2d\u0e22\u0e48\u0e32\u0e07\u0e44\u0e23<\/a><ul class='ez-toc-list-level-3' ><li class='ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-3\" href=\"https:\/\/predictive.co.th\/en\/blog\/how-to-choose-big-data-platform\/#%E0%B8%84%E0%B8%A7%E0%B8%B2%E0%B8%A1%E0%B9%81%E0%B8%95%E0%B8%81%E0%B8%95%E0%B9%88%E0%B8%B2%E0%B8%87%E0%B8%82%E0%B8%AD%E0%B8%87%E0%B8%A3%E0%B8%B0%E0%B8%9A%E0%B8%9A%E0%B9%80%E0%B8%81%E0%B9%87%E0%B8%9A%E0%B8%82%E0%B9%89%E0%B8%AD%E0%B8%A1%E0%B8%B9%E0%B8%A5%E0%B8%97%E0%B8%B1%E0%B9%88%E0%B8%A7%E0%B9%84%E0%B8%9B_vs_Big_Data_Platform\" >\u0e04\u0e27\u0e32\u0e21\u0e41\u0e15\u0e01\u0e15\u0e48\u0e32\u0e07\u0e02\u0e2d\u0e07\u0e23\u0e30\u0e1a\u0e1a\u0e40\u0e01\u0e47\u0e1a\u0e02\u0e49\u0e2d\u0e21\u0e39\u0e25\u0e17\u0e31\u0e48\u0e27\u0e44\u0e1b vs Big Data Platform<\/a><\/li><\/ul><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-4\" href=\"https:\/\/predictive.co.th\/en\/blog\/how-to-choose-big-data-platform\/#7_%E0%B9%80%E0%B8%81%E0%B8%93%E0%B8%91%E0%B9%8C%E0%B9%80%E0%B8%A5%E0%B8%B7%E0%B8%AD%E0%B8%81%E0%B9%81%E0%B8%9E%E0%B8%A5%E0%B8%95%E0%B8%9F%E0%B8%AD%E0%B8%A3%E0%B9%8C%E0%B8%A1%E0%B8%88%E0%B8%B1%E0%B8%94%E0%B8%81%E0%B8%B2%E0%B8%A3%E0%B8%82%E0%B9%89%E0%B8%AD%E0%B8%A1%E0%B8%B9%E0%B8%A5%E0%B8%82%E0%B8%99%E0%B8%B2%E0%B8%94%E0%B9%83%E0%B8%AB%E0%B8%8D%E0%B9%88%E0%B8%AA%E0%B8%B3%E0%B8%AB%E0%B8%A3%E0%B8%B1%E0%B8%9A%E0%B8%AD%E0%B8%87%E0%B8%84%E0%B9%8C%E0%B8%81%E0%B8%A3\" >7 \u0e40\u0e01\u0e13\u0e11\u0e4c\u0e40\u0e25\u0e37\u0e2d\u0e01\u0e41\u0e1e\u0e25\u0e15\u0e1f\u0e2d\u0e23\u0e4c\u0e21\u0e08\u0e31\u0e14\u0e01\u0e32\u0e23\u0e02\u0e49\u0e2d\u0e21\u0e39\u0e25\u0e02\u0e19\u0e32\u0e14\u0e43\u0e2b\u0e0d\u0e48\u0e2a\u0e33\u0e2b\u0e23\u0e31\u0e1a\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-5\" href=\"https:\/\/predictive.co.th\/en\/blog\/how-to-choose-big-data-platform\/#1_%E0%B9%80%E0%B8%A3%E0%B8%B4%E0%B9%88%E0%B8%A1%E0%B8%88%E0%B8%B2%E0%B8%81_Business_Goal_%E0%B9%84%E0%B8%A1%E0%B9%88%E0%B9%83%E0%B8%8A%E0%B9%88_Technology\" >1. \u0e40\u0e23\u0e34\u0e48\u0e21\u0e08\u0e32\u0e01 Business Goal \u0e44\u0e21\u0e48\u0e43\u0e0a\u0e48 Technology<\/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\/how-to-choose-big-data-platform\/#2_Scalability_%E0%B8%84%E0%B8%B7%E0%B8%AD%E0%B8%AB%E0%B8%B1%E0%B8%A7%E0%B9%83%E0%B8%88%E0%B8%82%E0%B8%AD%E0%B8%87_Big_Data_Platform\" >2. Scalability \u0e04\u0e37\u0e2d\u0e2b\u0e31\u0e27\u0e43\u0e08\u0e02\u0e2d\u0e07 Big Data Platform<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-7\" href=\"https:\/\/predictive.co.th\/en\/blog\/how-to-choose-big-data-platform\/#3_%E0%B8%A3%E0%B8%AD%E0%B8%87%E0%B8%A3%E0%B8%B1%E0%B8%9A%E0%B8%82%E0%B9%89%E0%B8%AD%E0%B8%A1%E0%B8%B9%E0%B8%A5%E0%B8%AB%E0%B8%A5%E0%B8%B2%E0%B8%81%E0%B8%AB%E0%B8%A5%E0%B8%B2%E0%B8%A2%E0%B8%9B%E0%B8%A3%E0%B8%B0%E0%B9%80%E0%B8%A0%E0%B8%97_Structured_Unstructured\" >3. \u0e23\u0e2d\u0e07\u0e23\u0e31\u0e1a\u0e02\u0e49\u0e2d\u0e21\u0e39\u0e25\u0e2b\u0e25\u0e32\u0e01\u0e2b\u0e25\u0e32\u0e22\u0e1b\u0e23\u0e30\u0e40\u0e20\u0e17 (Structured &amp; Unstructured)<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-8\" href=\"https:\/\/predictive.co.th\/en\/blog\/how-to-choose-big-data-platform\/#4_Data_Pipeline_Integration_%E0%B8%95%E0%B9%89%E0%B8%AD%E0%B8%87%E0%B8%A2%E0%B8%B7%E0%B8%94%E0%B8%AB%E0%B8%A2%E0%B8%B8%E0%B9%88%E0%B8%99\" >4. Data Pipeline &amp; Integration \u0e15\u0e49\u0e2d\u0e07\u0e22\u0e37\u0e14\u0e2b\u0e22\u0e38\u0e48\u0e19<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-9\" href=\"https:\/\/predictive.co.th\/en\/blog\/how-to-choose-big-data-platform\/#5_Governance_%E0%B9%81%E0%B8%A5%E0%B8%B0_Data_Security_%E0%B8%AA%E0%B8%B3%E0%B8%AB%E0%B8%A3%E0%B8%B1%E0%B8%9A%E0%B8%AD%E0%B8%87%E0%B8%84%E0%B9%8C%E0%B8%81%E0%B8%A3\" >5. Governance \u0e41\u0e25\u0e30 Data Security \u0e2a\u0e33\u0e2b\u0e23\u0e31\u0e1a\u0e2d\u0e07\u0e04\u0e4c\u0e01\u0e23<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-10\" href=\"https:\/\/predictive.co.th\/en\/blog\/how-to-choose-big-data-platform\/#6_Cost_Model_%E0%B9%81%E0%B8%A5%E0%B8%B0_Total_Cost_of_Ownership_TCO\" >6. Cost Model \u0e41\u0e25\u0e30 Total Cost of Ownership (TCO)<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-11\" href=\"https:\/\/predictive.co.th\/en\/blog\/how-to-choose-big-data-platform\/#7_Ecosystem_%E0%B8%AA%E0%B8%B3%E0%B8%AB%E0%B8%A3%E0%B8%B1%E0%B8%9A_BI_AI_%E0%B9%81%E0%B8%A5%E0%B8%B0_Advanced_Analytics\" >7. Ecosystem \u0e2a\u0e33\u0e2b\u0e23\u0e31\u0e1a BI, AI \u0e41\u0e25\u0e30 Advanced Analytics<\/a><\/li><\/ul><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-12\" href=\"https:\/\/predictive.co.th\/en\/blog\/how-to-choose-big-data-platform\/#%E0%B8%95%E0%B8%B1%E0%B8%A7%E0%B8%AD%E0%B8%A2%E0%B9%88%E0%B8%B2%E0%B8%87_Big_Data_Platform_%E0%B8%97%E0%B8%B5%E0%B9%88%E0%B8%AD%E0%B8%87%E0%B8%84%E0%B9%8C%E0%B8%81%E0%B8%A3%E0%B8%99%E0%B8%B4%E0%B8%A2%E0%B8%A1%E0%B9%83%E0%B8%8A%E0%B9%89\" >\u0e15\u0e31\u0e27\u0e2d\u0e22\u0e48\u0e32\u0e07 Big Data Platform \u0e17\u0e35\u0e48\u0e2d\u0e07\u0e04\u0e4c\u0e01\u0e23\u0e19\u0e34\u0e22\u0e21\u0e43\u0e0a\u0e49<\/a><ul class='ez-toc-list-level-3' ><li class='ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-13\" href=\"https:\/\/predictive.co.th\/en\/blog\/how-to-choose-big-data-platform\/#%E0%B8%95%E0%B8%B1%E0%B8%A7%E0%B8%AD%E0%B8%A2%E0%B9%88%E0%B8%B2%E0%B8%87%E0%B9%81%E0%B8%9E%E0%B8%A5%E0%B8%95%E0%B8%9F%E0%B8%AD%E0%B8%A3%E0%B9%8C%E0%B8%A1_Data_Warehouse_Cloud_Analytics_Platform_Market_Overview\" >\u0e15\u0e31\u0e27\u0e2d\u0e22\u0e48\u0e32\u0e07\u0e41\u0e1e\u0e25\u0e15\u0e1f\u0e2d\u0e23\u0e4c\u0e21: Data Warehouse &amp; Cloud Analytics Platform (Market Overview)<\/a><\/li><\/ul><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-14\" href=\"https:\/\/predictive.co.th\/en\/blog\/how-to-choose-big-data-platform\/#%E0%B8%84%E0%B8%A7%E0%B8%B2%E0%B8%A1%E0%B8%9C%E0%B8%B4%E0%B8%94%E0%B8%9E%E0%B8%A5%E0%B8%B2%E0%B8%94%E0%B8%97%E0%B8%B5%E0%B9%88%E0%B8%9E%E0%B8%9A%E0%B8%9A%E0%B9%88%E0%B8%AD%E0%B8%A2%E0%B9%83%E0%B8%99%E0%B8%81%E0%B8%B2%E0%B8%A3%E0%B9%80%E0%B8%A5%E0%B8%B7%E0%B8%AD%E0%B8%81_Big_Data_Platform\" >\u0e04\u0e27\u0e32\u0e21\u0e1c\u0e34\u0e14\u0e1e\u0e25\u0e32\u0e14\u0e17\u0e35\u0e48\u0e1e\u0e1a\u0e1a\u0e48\u0e2d\u0e22\u0e43\u0e19\u0e01\u0e32\u0e23\u0e40\u0e25\u0e37\u0e2d\u0e01 Big Data Platform<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-15\" href=\"https:\/\/predictive.co.th\/en\/blog\/how-to-choose-big-data-platform\/#%E0%B8%AA%E0%B8%A3%E0%B8%B8%E0%B8%9B_%E0%B9%80%E0%B8%A5%E0%B8%B7%E0%B8%AD%E0%B8%81%E0%B9%81%E0%B8%9E%E0%B8%A5%E0%B8%95%E0%B8%9F%E0%B8%AD%E0%B8%A3%E0%B9%8C%E0%B8%A1%E0%B9%83%E0%B8%AB%E0%B9%89_%E2%80%9C%E0%B9%82%E0%B8%95%E0%B9%84%E0%B8%9B%E0%B8%9E%E0%B8%A3%E0%B9%89%E0%B8%AD%E0%B8%A1%E0%B8%98%E0%B8%B8%E0%B8%A3%E0%B8%81%E0%B8%B4%E0%B8%88%E2%80%9D\" >\u0e2a\u0e23\u0e38\u0e1b: \u0e40\u0e25\u0e37\u0e2d\u0e01\u0e41\u0e1e\u0e25\u0e15\u0e1f\u0e2d\u0e23\u0e4c\u0e21\u0e43\u0e2b\u0e49 \u201c\u0e42\u0e15\u0e44\u0e1b\u0e1e\u0e23\u0e49\u0e2d\u0e21\u0e18\u0e38\u0e23\u0e01\u0e34\u0e08\u201d<\/a><\/li><\/ul><\/nav><\/div>\n\n\n\n\n<p>\u0e41\u0e21\u0e49\u0e2d\u0e07\u0e04\u0e4c\u0e01\u0e23\u0e08\u0e30\u0e15\u0e49\u0e2d\u0e07\u0e40\u0e23\u0e34\u0e48\u0e21\u0e08\u0e32\u0e01\u0e01\u0e32\u0e23\u0e40\u0e02\u0e49\u0e32\u0e43\u0e08 Business Goal \u0e41\u0e25\u0e30 KPIs \u0e43\u0e2b\u0e49\u0e0a\u0e31\u0e14\u0e40\u0e08\u0e19 \u0e41\u0e15\u0e48\u0e2b\u0e32\u0e01\u0e40\u0e25\u0e37\u0e2d\u0e01 Big Data Platform \u0e17\u0e35\u0e48\u0e44\u0e21\u0e48\u0e23\u0e2d\u0e07\u0e23\u0e31\u0e1a\u0e01\u0e32\u0e23\u0e40\u0e15\u0e34\u0e1a\u0e42\u0e15\u0e02\u0e2d\u0e07\u0e18\u0e38\u0e23\u0e01\u0e34\u0e08\u0e02\u0e49\u0e2d\u0e21\u0e39\u0e25\u0e17\u0e35\u0e48\u0e21\u0e35\u0e2d\u0e22\u0e39\u0e48 \u0e01\u0e47\u0e2d\u0e32\u0e08\u0e01\u0e25\u0e32\u0e22\u0e40\u0e1b\u0e47\u0e19\u0e20\u0e32\u0e23\u0e30 \u0e41\u0e17\u0e19\u0e17\u0e35\u0e48\u0e08\u0e30\u0e40\u0e1b\u0e47\u0e19\u0e17\u0e23\u0e31\u0e1e\u0e22\u0e4c\u0e2a\u0e34\u0e19<\/p>\n\n\n\n<p>\u0e1a\u0e17\u0e04\u0e27\u0e32\u0e21\u0e19\u0e35\u0e49\u0e08\u0e30\u0e1e\u0e32\u0e44\u0e1b\u0e17\u0e33\u0e04\u0e27\u0e32\u0e21\u0e40\u0e02\u0e49\u0e32\u0e43\u0e08\u0e27\u0e48\u0e32\u0e2d\u0e07\u0e04\u0e4c\u0e01\u0e23\u0e04\u0e27\u0e23\u0e40\u0e25\u0e37\u0e2d\u0e01 Big Data Platform \u0e2d\u0e22\u0e48\u0e32\u0e07\u0e44\u0e23 \u0e40\u0e1e\u0e37\u0e48\u0e2d\u0e43\u0e2b\u0e49\u0e23\u0e30\u0e1a\u0e1a\u0e02\u0e49\u0e2d\u0e21\u0e39\u0e25\u0e40\u0e15\u0e34\u0e1a\u0e42\u0e15\u0e44\u0e1b\u0e1e\u0e23\u0e49\u0e2d\u0e21\u0e18\u0e38\u0e23\u0e01\u0e34\u0e08 \u0e44\u0e21\u0e48\u0e01\u0e25\u0e32\u0e22\u0e40\u0e1b\u0e47\u0e19\u0e20\u0e32\u0e23\u0e30\u0e43\u0e19\u0e2d\u0e19\u0e32\u0e04\u0e15<\/p>\n\n\n\n<h2 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"%E0%B8%97%E0%B8%B3%E0%B9%84%E0%B8%A1%E0%B8%AD%E0%B8%87%E0%B8%84%E0%B9%8C%E0%B8%81%E0%B8%A3%E0%B8%88%E0%B8%B3%E0%B8%99%E0%B8%A7%E0%B8%99%E0%B8%A1%E0%B8%B2%E0%B8%81_%E2%80%9C%E0%B8%A1%E0%B8%B5_Big_Data_%E0%B9%81%E0%B8%95%E0%B9%88%E0%B9%83%E0%B8%8A%E0%B9%89%E0%B9%84%E0%B8%A1%E0%B9%88%E0%B9%80%E0%B8%9B%E0%B9%87%E0%B8%99%E2%80%9D\"><\/span><strong>\u0e17\u0e33\u0e44\u0e21\u0e2d\u0e07\u0e04\u0e4c\u0e01\u0e23\u0e08\u0e33\u0e19\u0e27\u0e19\u0e21\u0e32\u0e01 \u201c\u0e21\u0e35 Big Data \u0e41\u0e15\u0e48\u0e43\u0e0a\u0e49\u0e44\u0e21\u0e48\u0e40\u0e1b\u0e47\u0e19\u201d<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h2>\n\n\n\n<p>\u0e2b\u0e25\u0e32\u0e22\u0e2d\u0e07\u0e04\u0e4c\u0e01\u0e23\u0e25\u0e07\u0e17\u0e38\u0e19\u0e01\u0e31\u0e1a\u0e40\u0e04\u0e23\u0e37\u0e48\u0e2d\u0e07\u0e21\u0e37\u0e2d\u0e14\u0e49\u0e32\u0e19\u0e02\u0e49\u0e2d\u0e21\u0e39\u0e25\u0e21\u0e32\u0e19\u0e32\u0e19 \u0e21\u0e35\u0e17\u0e31\u0e49\u0e07 Data Warehouse, Dashboard, \u0e23\u0e32\u0e22\u0e07\u0e32\u0e19\u0e08\u0e33\u0e19\u0e27\u0e19\u0e21\u0e32\u0e01 \u0e41\u0e15\u0e48\u0e01\u0e25\u0e31\u0e1a\u0e1e\u0e1a\u0e27\u0e48\u0e32<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u0e1c\u0e39\u0e49\u0e1a\u0e23\u0e34\u0e2b\u0e32\u0e23\u0e22\u0e31\u0e07\u0e15\u0e31\u0e14\u0e2a\u0e34\u0e19\u0e43\u0e08\u0e08\u0e32\u0e01 intuition<\/li>\n\n\n\n<li>\u0e17\u0e35\u0e21\u0e15\u0e49\u0e2d\u0e07\u0e23\u0e2d\u0e02\u0e49\u0e2d\u0e21\u0e39\u0e25\u0e19\u0e32\u0e19<\/li>\n\n\n\n<li>\u0e15\u0e31\u0e27\u0e40\u0e25\u0e02\u0e08\u0e32\u0e01\u0e2b\u0e25\u0e32\u0e22\u0e23\u0e30\u0e1a\u0e1a\u0e44\u0e21\u0e48\u0e15\u0e23\u0e07\u0e01\u0e31\u0e19<\/li>\n\n\n\n<li>\u0e02\u0e49\u0e2d\u0e21\u0e39\u0e25\u0e40\u0e22\u0e2d\u0e30 \u0e41\u0e15\u0e48\u0e44\u0e21\u0e48\u0e23\u0e39\u0e49\u0e08\u0e30\u0e40\u0e23\u0e34\u0e48\u0e21\u0e27\u0e34\u0e40\u0e04\u0e23\u0e32\u0e30\u0e2b\u0e4c\u0e08\u0e32\u0e01\u0e15\u0e23\u0e07\u0e44\u0e2b\u0e19<\/li>\n<\/ul>\n\n\n\n<p>\u0e2a\u0e32\u0e40\u0e2b\u0e15\u0e38\u0e2b\u0e25\u0e31\u0e01\u0e21\u0e31\u0e01\u0e44\u0e21\u0e48\u0e43\u0e0a\u0e48 \u201c\u0e02\u0e49\u0e2d\u0e21\u0e39\u0e25\u0e44\u0e21\u0e48\u0e1e\u0e2d\u201d \u0e41\u0e15\u0e48\u0e04\u0e37\u0e2d <strong>\u0e42\u0e04\u0e23\u0e07\u0e2a\u0e23\u0e49\u0e32\u0e07\u0e1e\u0e37\u0e49\u0e19\u0e10\u0e32\u0e19\u0e14\u0e49\u0e32\u0e19\u0e02\u0e49\u0e2d\u0e21\u0e39\u0e25 (Data Platform) \u0e44\u0e21\u0e48\u0e40\u0e2d\u0e37\u0e49\u0e2d\u0e15\u0e48\u0e2d\u0e01\u0e32\u0e23\u0e43\u0e0a\u0e49\u0e07\u0e32\u0e19\u0e08\u0e23\u0e34\u0e07 <\/strong>\u0e41\u0e1e\u0e25\u0e15\u0e1f\u0e2d\u0e23\u0e4c\u0e21\u0e17\u0e35\u0e48\u0e16\u0e39\u0e01\u0e2d\u0e2d\u0e01\u0e41\u0e1a\u0e1a\u0e21\u0e32\u0e40\u0e1e\u0e37\u0e48\u0e2d \u201c\u0e40\u0e01\u0e47\u0e1a\u201d \u0e21\u0e31\u0e01\u0e44\u0e21\u0e48\u0e1e\u0e23\u0e49\u0e2d\u0e21\u0e2a\u0e33\u0e2b\u0e23\u0e31\u0e1a<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u0e01\u0e32\u0e23\u0e40\u0e15\u0e34\u0e1a\u0e42\u0e15\u0e02\u0e2d\u0e07\u0e02\u0e49\u0e2d\u0e21\u0e39\u0e25<\/li>\n\n\n\n<li>\u0e01\u0e32\u0e23\u0e43\u0e0a\u0e49\u0e07\u0e32\u0e19\u0e1e\u0e23\u0e49\u0e2d\u0e21\u0e01\u0e31\u0e19\u0e2b\u0e25\u0e32\u0e22\u0e17\u0e35\u0e21<\/li>\n\n\n\n<li>Use case \u0e43\u0e2b\u0e21\u0e48 \u0e40\u0e0a\u0e48\u0e19 AI, Real-time Analytics<\/li>\n<\/ul>\n\n\n\n<h2 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"Big_Data_Platform_%E0%B8%84%E0%B8%B7%E0%B8%AD%E0%B8%AD%E0%B8%B0%E0%B9%84%E0%B8%A3_%E0%B9%81%E0%B8%A5%E0%B8%B0%E0%B8%95%E0%B9%88%E0%B8%B2%E0%B8%87%E0%B8%88%E0%B8%B2%E0%B8%81%E0%B8%A3%E0%B8%B0%E0%B8%9A%E0%B8%9A%E0%B9%80%E0%B8%81%E0%B9%87%E0%B8%9A%E0%B8%82%E0%B9%89%E0%B8%AD%E0%B8%A1%E0%B8%B9%E0%B8%A5%E0%B8%97%E0%B8%B1%E0%B9%88%E0%B8%A7%E0%B9%84%E0%B8%9B%E0%B8%AD%E0%B8%A2%E0%B9%88%E0%B8%B2%E0%B8%87%E0%B9%84%E0%B8%A3\"><\/span><strong>Big Data Platform \u0e04\u0e37\u0e2d\u0e2d\u0e30\u0e44\u0e23 \u0e41\u0e25\u0e30\u0e15\u0e48\u0e32\u0e07\u0e08\u0e32\u0e01\u0e23\u0e30\u0e1a\u0e1a\u0e40\u0e01\u0e47\u0e1a\u0e02\u0e49\u0e2d\u0e21\u0e39\u0e25\u0e17\u0e31\u0e48\u0e27\u0e44\u0e1b\u0e2d\u0e22\u0e48\u0e32\u0e07\u0e44\u0e23<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h2>\n\n\n\n<p><strong>Big Data Platform <\/strong>\u0e04\u0e37\u0e2d\u0e0a\u0e38\u0e14\u0e02\u0e2d\u0e07\u0e40\u0e17\u0e04\u0e42\u0e19\u0e42\u0e25\u0e22\u0e35\u0e41\u0e25\u0e30\u0e2a\u0e16\u0e32\u0e1b\u0e31\u0e15\u0e22\u0e01\u0e23\u0e23\u0e21 \u0e17\u0e35\u0e48\u0e2d\u0e2d\u0e01\u0e41\u0e1a\u0e1a\u0e21\u0e32\u0e40\u0e1e\u0e37\u0e48\u0e2d\u0e08\u0e31\u0e14\u0e01\u0e32\u0e23\u0e02\u0e49\u0e2d\u0e21\u0e39\u0e25\u0e43\u0e19\u0e23\u0e30\u0e14\u0e31\u0e1a\u0e2d\u0e07\u0e04\u0e4c\u0e01\u0e23 (Enterprise-scale)<br>\u0e15\u0e31\u0e49\u0e07\u0e41\u0e15\u0e48\u0e01\u0e32\u0e23\u0e23\u0e31\u0e1a\u0e02\u0e49\u0e2d\u0e21\u0e39\u0e25 \u2192 \u0e08\u0e31\u0e14\u0e40\u0e01\u0e47\u0e1a \u2192 \u0e1b\u0e23\u0e30\u0e21\u0e27\u0e25\u0e1c\u0e25 \u2192 \u0e27\u0e34\u0e40\u0e04\u0e23\u0e32\u0e30\u0e2b\u0e4c \u2192 \u0e19\u0e33\u0e44\u0e1b\u0e43\u0e0a\u0e49<\/p>\n\n\n\n<h3 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"%E0%B8%84%E0%B8%A7%E0%B8%B2%E0%B8%A1%E0%B9%81%E0%B8%95%E0%B8%81%E0%B8%95%E0%B9%88%E0%B8%B2%E0%B8%87%E0%B8%82%E0%B8%AD%E0%B8%87%E0%B8%A3%E0%B8%B0%E0%B8%9A%E0%B8%9A%E0%B9%80%E0%B8%81%E0%B9%87%E0%B8%9A%E0%B8%82%E0%B9%89%E0%B8%AD%E0%B8%A1%E0%B8%B9%E0%B8%A5%E0%B8%97%E0%B8%B1%E0%B9%88%E0%B8%A7%E0%B9%84%E0%B8%9B_vs_Big_Data_Platform\"><\/span><strong>\u0e04\u0e27\u0e32\u0e21\u0e41\u0e15\u0e01\u0e15\u0e48\u0e32\u0e07\u0e02\u0e2d\u0e07\u0e23\u0e30\u0e1a\u0e1a\u0e40\u0e01\u0e47\u0e1a\u0e02\u0e49\u0e2d\u0e21\u0e39\u0e25\u0e17\u0e31\u0e48\u0e27\u0e44\u0e1b vs Big Data Platform<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h3>\n\n\n\n<figure class=\"wp-block-image size-large\"><img fetchpriority=\"high\" decoding=\"async\" width=\"1024\" height=\"576\" src=\"https:\/\/predictive.co.th\/wp-content\/uploads\/2026\/01\/29-1024x576.png\" alt=\"\u0e04\u0e27\u0e32\u0e21\u0e41\u0e15\u0e01\u0e15\u0e48\u0e32\u0e07\u0e02\u0e2d\u0e07\u0e23\u0e30\u0e1a\u0e1a\u0e40\u0e01\u0e47\u0e1a\u0e02\u0e49\u0e2d\u0e21\u0e39\u0e25\u0e17\u0e31\u0e48\u0e27\u0e44\u0e1b vs Big Data Platform\" class=\"wp-image-25760\" srcset=\"https:\/\/predictive.co.th\/wp-content\/uploads\/2026\/01\/29-1024x576.png 1024w, https:\/\/predictive.co.th\/wp-content\/uploads\/2026\/01\/29-300x169.png 300w, https:\/\/predictive.co.th\/wp-content\/uploads\/2026\/01\/29-768x432.png 768w, https:\/\/predictive.co.th\/wp-content\/uploads\/2026\/01\/29-1536x864.png 1536w, https:\/\/predictive.co.th\/wp-content\/uploads\/2026\/01\/29.png 1680w\" sizes=\"(max-width: 1024px) 100vw, 1024px\" \/><\/figure>\n\n\n\n<h2 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"7_%E0%B9%80%E0%B8%81%E0%B8%93%E0%B8%91%E0%B9%8C%E0%B9%80%E0%B8%A5%E0%B8%B7%E0%B8%AD%E0%B8%81%E0%B9%81%E0%B8%9E%E0%B8%A5%E0%B8%95%E0%B8%9F%E0%B8%AD%E0%B8%A3%E0%B9%8C%E0%B8%A1%E0%B8%88%E0%B8%B1%E0%B8%94%E0%B8%81%E0%B8%B2%E0%B8%A3%E0%B8%82%E0%B9%89%E0%B8%AD%E0%B8%A1%E0%B8%B9%E0%B8%A5%E0%B8%82%E0%B8%99%E0%B8%B2%E0%B8%94%E0%B9%83%E0%B8%AB%E0%B8%8D%E0%B9%88%E0%B8%AA%E0%B8%B3%E0%B8%AB%E0%B8%A3%E0%B8%B1%E0%B8%9A%E0%B8%AD%E0%B8%87%E0%B8%84%E0%B9%8C%E0%B8%81%E0%B8%A3\"><\/span><strong>7 \u0e40\u0e01\u0e13\u0e11\u0e4c\u0e40\u0e25\u0e37\u0e2d\u0e01\u0e41\u0e1e\u0e25\u0e15\u0e1f\u0e2d\u0e23\u0e4c\u0e21\u0e08\u0e31\u0e14\u0e01\u0e32\u0e23\u0e02\u0e49\u0e2d\u0e21\u0e39\u0e25\u0e02\u0e19\u0e32\u0e14\u0e43\u0e2b\u0e0d\u0e48\u0e2a\u0e33\u0e2b\u0e23\u0e31\u0e1a\u0e2d\u0e07\u0e04\u0e4c\u0e01\u0e23<\/strong><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%A3%E0%B8%B4%E0%B9%88%E0%B8%A1%E0%B8%88%E0%B8%B2%E0%B8%81_Business_Goal_%E0%B9%84%E0%B8%A1%E0%B9%88%E0%B9%83%E0%B8%8A%E0%B9%88_Technology\"><\/span><strong>1. \u0e40\u0e23\u0e34\u0e48\u0e21\u0e08\u0e32\u0e01 Business Goal \u0e44\u0e21\u0e48\u0e43\u0e0a\u0e48 Technology<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h3>\n\n\n\n<p>\u0e04\u0e27\u0e32\u0e21\u0e1c\u0e34\u0e14\u0e1e\u0e25\u0e32\u0e14\u0e2d\u0e31\u0e19\u0e14\u0e31\u0e1a\u0e2b\u0e19\u0e36\u0e48\u0e07\u0e04\u0e37\u0e2d \u201c\u0e40\u0e23\u0e34\u0e48\u0e21\u0e08\u0e32\u0e01\u0e40\u0e04\u0e23\u0e37\u0e48\u0e2d\u0e07\u0e21\u0e37\u0e2d \u0e01\u0e48\u0e2d\u0e19\u0e40\u0e23\u0e34\u0e48\u0e21\u0e08\u0e32\u0e01\u0e42\u0e08\u0e17\u0e22\u0e4c\u0e18\u0e38\u0e23\u0e01\u0e34\u0e08\u201d<\/p>\n\n\n\n<p>\u0e01\u0e48\u0e2d\u0e19\u0e40\u0e25\u0e37\u0e2d\u0e01\u0e41\u0e1e\u0e25\u0e15\u0e1f\u0e2d\u0e23\u0e4c\u0e21 \u0e2d\u0e07\u0e04\u0e4c\u0e01\u0e23\u0e04\u0e27\u0e23\u0e16\u0e32\u0e21\u0e27\u0e48\u0e32<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u0e15\u0e49\u0e2d\u0e07\u0e01\u0e32\u0e23\u0e43\u0e0a\u0e49\u0e02\u0e49\u0e2d\u0e21\u0e39\u0e25\u0e40\u0e1e\u0e37\u0e48\u0e2d\u0e15\u0e31\u0e14\u0e2a\u0e34\u0e19\u0e43\u0e08\u0e40\u0e23\u0e37\u0e48\u0e2d\u0e07\u0e2d\u0e30\u0e44\u0e23<\/li>\n\n\n\n<li>\u0e43\u0e04\u0e23\u0e04\u0e37\u0e2d\u0e1c\u0e39\u0e49\u0e43\u0e0a\u0e49\u0e02\u0e49\u0e2d\u0e21\u0e39\u0e25\u0e2b\u0e25\u0e31\u0e01 (\u0e1c\u0e39\u0e49\u0e1a\u0e23\u0e34\u0e2b\u0e32\u0e23, Marketing, Product, Data team)<\/li>\n\n\n\n<li>\u0e15\u0e49\u0e2d\u0e07\u0e01\u0e32\u0e23\u0e1c\u0e25\u0e25\u0e31\u0e1e\u0e18\u0e4c\u0e40\u0e0a\u0e34\u0e07\u0e18\u0e38\u0e23\u0e01\u0e34\u0e08\u0e41\u0e1a\u0e1a\u0e44\u0e2b\u0e19 (Revenue, Cost, Efficiency)<\/li>\n<\/ul>\n\n\n\n<p>\u0e41\u0e1e\u0e25\u0e15\u0e1f\u0e2d\u0e23\u0e4c\u0e21\u0e17\u0e35\u0e48\u0e14\u0e35 \u0e15\u0e49\u0e2d\u0e07\u0e15\u0e2d\u0e1a\u0e42\u0e08\u0e17\u0e22\u0e4c <strong>Business Outcome<\/strong> \u0e44\u0e21\u0e48\u0e43\u0e0a\u0e48\u0e41\u0e04\u0e48\u0e40\u0e17\u0e04\u0e42\u0e19\u0e42\u0e25\u0e22\u0e35\u0e17\u0e35\u0e48 \u201c\u0e14\u0e39\u0e17\u0e31\u0e19\u0e2a\u0e21\u0e31\u0e22\u201d<\/p>\n\n\n\n<h3 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"2_Scalability_%E0%B8%84%E0%B8%B7%E0%B8%AD%E0%B8%AB%E0%B8%B1%E0%B8%A7%E0%B9%83%E0%B8%88%E0%B8%82%E0%B8%AD%E0%B8%87_Big_Data_Platform\"><\/span><strong>2. Scalability \u0e04\u0e37\u0e2d\u0e2b\u0e31\u0e27\u0e43\u0e08\u0e02\u0e2d\u0e07 Big Data Platform<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h3>\n\n\n\n<p>\u0e02\u0e49\u0e2d\u0e21\u0e39\u0e25\u0e43\u0e19\u0e2d\u0e07\u0e04\u0e4c\u0e01\u0e23\u0e44\u0e21\u0e48\u0e40\u0e04\u0e22\u0e2b\u0e22\u0e38\u0e14\u0e42\u0e15 \u0e17\u0e31\u0e49\u0e07\u0e43\u0e19\u0e41\u0e07\u0e48\u0e1b\u0e23\u0e34\u0e21\u0e32\u0e13 \u0e04\u0e27\u0e32\u0e21\u0e2b\u0e25\u0e32\u0e01\u0e2b\u0e25\u0e32\u0e22 \u0e41\u0e25\u0e30\u0e08\u0e33\u0e19\u0e27\u0e19\u0e1c\u0e39\u0e49\u0e43\u0e0a\u0e49 <strong>Scalability<\/strong> \u0e2b\u0e21\u0e32\u0e22\u0e16\u0e36\u0e07\u0e04\u0e27\u0e32\u0e21\u0e2a\u0e32\u0e21\u0e32\u0e23\u0e16\u0e02\u0e2d\u0e07\u0e23\u0e30\u0e1a\u0e1a\u0e43\u0e19\u0e01\u0e32\u0e23\u0e23\u0e2d\u0e07\u0e23\u0e31\u0e1a<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u0e02\u0e49\u0e2d\u0e21\u0e39\u0e25\u0e17\u0e35\u0e48\u0e40\u0e1e\u0e34\u0e48\u0e21\u0e02\u0e36\u0e49\u0e19\u0e2b\u0e25\u0e32\u0e22\u0e40\u0e17\u0e48\u0e32<\/li>\n\n\n\n<li>\u0e1c\u0e39\u0e49\u0e43\u0e0a\u0e49\u0e07\u0e32\u0e19\u0e1e\u0e23\u0e49\u0e2d\u0e21\u0e01\u0e31\u0e19\u0e08\u0e33\u0e19\u0e27\u0e19\u0e21\u0e32\u0e01<\/li>\n\n\n\n<li>Workload \u0e17\u0e35\u0e48\u0e0b\u0e31\u0e1a\u0e0b\u0e49\u0e2d\u0e19\u0e02\u0e36\u0e49\u0e19 (\u0e40\u0e0a\u0e48\u0e19 AI, real-time)<\/li>\n<\/ul>\n\n\n\n<p>\u0e2b\u0e32\u0e01\u0e41\u0e1e\u0e25\u0e15\u0e1f\u0e2d\u0e23\u0e4c\u0e21\u0e44\u0e21\u0e48\u0e23\u0e2d\u0e07\u0e23\u0e31\u0e1a\u0e01\u0e32\u0e23 scale \u0e15\u0e31\u0e49\u0e07\u0e41\u0e15\u0e48\u0e15\u0e49\u0e19<br>\u0e2d\u0e07\u0e04\u0e4c\u0e01\u0e23\u0e08\u0e30\u0e40\u0e08\u0e2d\u0e1b\u0e31\u0e0d\u0e2b\u0e32<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Query \u0e0a\u0e49\u0e32<\/li>\n\n\n\n<li>\u0e23\u0e30\u0e1a\u0e1a\u0e25\u0e48\u0e21\u0e40\u0e21\u0e37\u0e48\u0e2d\u0e21\u0e35\u0e1c\u0e39\u0e49\u0e43\u0e0a\u0e49\u0e1e\u0e23\u0e49\u0e2d\u0e21\u0e01\u0e31\u0e19<\/li>\n\n\n\n<li>\u0e15\u0e49\u0e2d\u0e07\u0e22\u0e49\u0e32\u0e22\u0e23\u0e30\u0e1a\u0e1a\u0e43\u0e2b\u0e21\u0e48\u0e43\u0e19\u0e40\u0e27\u0e25\u0e32\u0e2d\u0e31\u0e19\u0e2a\u0e31\u0e49\u0e19<\/li>\n<\/ul>\n\n\n\n<p>\u0e41\u0e1e\u0e25\u0e15\u0e1f\u0e2d\u0e23\u0e4c\u0e21\u0e17\u0e35\u0e48\u0e40\u0e2b\u0e21\u0e32\u0e30\u0e01\u0e31\u0e1a\u0e2d\u0e07\u0e04\u0e4c\u0e01\u0e23\u0e22\u0e38\u0e04\u0e43\u0e2b\u0e21\u0e48 \u0e04\u0e27\u0e23\u0e23\u0e2d\u0e07\u0e23\u0e31\u0e1a\u0e17\u0e31\u0e49\u0e07 <strong>Scale-out \u0e41\u0e25\u0e30 Auto-scaling<\/strong><\/p>\n\n\n\n<h3 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"3_%E0%B8%A3%E0%B8%AD%E0%B8%87%E0%B8%A3%E0%B8%B1%E0%B8%9A%E0%B8%82%E0%B9%89%E0%B8%AD%E0%B8%A1%E0%B8%B9%E0%B8%A5%E0%B8%AB%E0%B8%A5%E0%B8%B2%E0%B8%81%E0%B8%AB%E0%B8%A5%E0%B8%B2%E0%B8%A2%E0%B8%9B%E0%B8%A3%E0%B8%B0%E0%B9%80%E0%B8%A0%E0%B8%97_Structured_Unstructured\"><\/span><strong>3. \u0e23\u0e2d\u0e07\u0e23\u0e31\u0e1a\u0e02\u0e49\u0e2d\u0e21\u0e39\u0e25\u0e2b\u0e25\u0e32\u0e01\u0e2b\u0e25\u0e32\u0e22\u0e1b\u0e23\u0e30\u0e40\u0e20\u0e17 (Structured &amp; Unstructured)<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h3>\n\n\n\n<p>\u0e02\u0e49\u0e2d\u0e21\u0e39\u0e25\u0e43\u0e19\u0e2d\u0e07\u0e04\u0e4c\u0e01\u0e23\u0e44\u0e21\u0e48\u0e44\u0e14\u0e49\u0e21\u0e35\u0e41\u0e04\u0e48\u0e15\u0e32\u0e23\u0e32\u0e07\u0e41\u0e1a\u0e1a\u0e40\u0e14\u0e34\u0e21\u0e2d\u0e35\u0e01\u0e15\u0e48\u0e2d\u0e44\u0e1b<\/p>\n\n\n\n<figure class=\"wp-block-image size-large is-resized\"><img decoding=\"async\" width=\"1024\" height=\"576\" src=\"https:\/\/predictive.co.th\/wp-content\/uploads\/2026\/01\/30-1024x576.png\" alt=\"\u0e1b\u0e23\u0e30\u0e40\u0e20\u0e17\u0e02\u0e49\u0e2d\u0e21\u0e39\u0e25\u0e41\u0e25\u0e30\u0e15\u0e31\u0e27\u0e2d\u0e22\u0e48\u0e32\u0e07\" class=\"wp-image-25762\" style=\"width:1160px;height:auto\" srcset=\"https:\/\/predictive.co.th\/wp-content\/uploads\/2026\/01\/30-1024x576.png 1024w, https:\/\/predictive.co.th\/wp-content\/uploads\/2026\/01\/30-300x169.png 300w, https:\/\/predictive.co.th\/wp-content\/uploads\/2026\/01\/30-768x432.png 768w, https:\/\/predictive.co.th\/wp-content\/uploads\/2026\/01\/30-1536x864.png 1536w, https:\/\/predictive.co.th\/wp-content\/uploads\/2026\/01\/30.png 1680w\" sizes=\"(max-width: 1024px) 100vw, 1024px\" \/><\/figure>\n\n\n\n<p>\u0e41\u0e1e\u0e25\u0e15\u0e1f\u0e2d\u0e23\u0e4c\u0e21\u0e17\u0e35\u0e48\u0e14\u0e35\u0e15\u0e49\u0e2d\u0e07<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u0e40\u0e01\u0e47\u0e1a\u0e02\u0e49\u0e2d\u0e21\u0e39\u0e25\u0e44\u0e14\u0e49\u0e2b\u0e25\u0e32\u0e22\u0e23\u0e39\u0e1b\u0e41\u0e1a\u0e1a<\/li>\n\n\n\n<li>\u0e44\u0e21\u0e48\u0e1a\u0e31\u0e07\u0e04\u0e31\u0e1a schema \u0e15\u0e31\u0e49\u0e07\u0e41\u0e15\u0e48\u0e41\u0e23\u0e01<\/li>\n\n\n\n<li>\u0e41\u0e1b\u0e25\u0e07\u0e02\u0e49\u0e2d\u0e21\u0e39\u0e25\u0e21\u0e32\u0e43\u0e0a\u0e49\u0e07\u0e32\u0e19\u0e44\u0e14\u0e49\u0e42\u0e14\u0e22\u0e44\u0e21\u0e48\u0e0b\u0e31\u0e1a\u0e0b\u0e49\u0e2d\u0e19<\/li>\n<\/ul>\n\n\n\n<p>\u0e04\u0e27\u0e32\u0e21\u0e2a\u0e32\u0e21\u0e32\u0e23\u0e16\u0e19\u0e35\u0e49\u0e04\u0e37\u0e2d\u0e23\u0e32\u0e01\u0e10\u0e32\u0e19\u0e02\u0e2d\u0e07 Advanced Analytics \u0e41\u0e25\u0e30 AI \u0e43\u0e19\u0e2d\u0e19\u0e32\u0e04\u0e15<\/p>\n\n\n\n<h3 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"4_Data_Pipeline_Integration_%E0%B8%95%E0%B9%89%E0%B8%AD%E0%B8%87%E0%B8%A2%E0%B8%B7%E0%B8%94%E0%B8%AB%E0%B8%A2%E0%B8%B8%E0%B9%88%E0%B8%99\"><\/span>4. Data Pipeline &amp; Integration \u0e15\u0e49\u0e2d\u0e07\u0e22\u0e37\u0e14\u0e2b\u0e22\u0e38\u0e48\u0e19<span class=\"ez-toc-section-end\"><\/span><\/h3>\n\n\n\n<p>Data Pipeline \u0e04\u0e37\u0e2d \u201c\u0e40\u0e2a\u0e49\u0e19\u0e40\u0e25\u0e37\u0e2d\u0e14\u201d \u0e02\u0e2d\u0e07\u0e23\u0e30\u0e1a\u0e1a\u0e02\u0e49\u0e2d\u0e21\u0e39\u0e25 \u0e40\u0e0a\u0e37\u0e48\u0e2d\u0e21\u0e02\u0e49\u0e2d\u0e21\u0e39\u0e25\u0e08\u0e32\u0e01\u0e17\u0e38\u0e01\u0e41\u0e2b\u0e25\u0e48\u0e07\u0e40\u0e02\u0e49\u0e32\u0e2a\u0e39\u0e48\u0e41\u0e1e\u0e25\u0e15\u0e1f\u0e2d\u0e23\u0e4c\u0e21\u0e01\u0e25\u0e32\u0e07<\/p>\n\n\n\n<p>Pipeline \u0e17\u0e35\u0e48\u0e14\u0e35\u0e04\u0e27\u0e23<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u0e23\u0e2d\u0e07\u0e23\u0e31\u0e1a\u0e17\u0e31\u0e49\u0e07 batch \u0e41\u0e25\u0e30 real-time<\/li>\n\n\n\n<li>\u0e23\u0e31\u0e1a\u0e21\u0e37\u0e2d\u0e01\u0e31\u0e1a schema change \u0e44\u0e14\u0e49<\/li>\n\n\n\n<li>\u0e21\u0e35 monitoring \u0e41\u0e25\u0e30 error handling<\/li>\n\n\n\n<li>\u0e44\u0e21\u0e48\u0e1e\u0e31\u0e07\u0e17\u0e31\u0e49\u0e07\u0e23\u0e30\u0e1a\u0e1a\u0e40\u0e21\u0e37\u0e48\u0e2d source \u0e40\u0e1b\u0e25\u0e35\u0e48\u0e22\u0e19<\/li>\n<\/ul>\n\n\n\n<p>\u0e2b\u0e32\u0e01 pipeline \u0e44\u0e21\u0e48\u0e22\u0e37\u0e14\u0e2b\u0e22\u0e38\u0e48\u0e19 \u0e02\u0e49\u0e2d\u0e21\u0e39\u0e25\u0e08\u0e30\u0e44\u0e21\u0e48\u0e1e\u0e23\u0e49\u0e2d\u0e21\u0e43\u0e0a\u0e49\u0e07\u0e32\u0e19\u0e08\u0e23\u0e34\u0e07 \u0e41\u0e21\u0e49\u0e08\u0e30\u0e21\u0e35\u0e41\u0e1e\u0e25\u0e15\u0e1f\u0e2d\u0e23\u0e4c\u0e21\u0e17\u0e35\u0e48\u0e14\u0e35\u0e41\u0e04\u0e48\u0e44\u0e2b\u0e19\u0e01\u0e47\u0e15\u0e32\u0e21<\/p>\n\n\n\n<h3 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"5_Governance_%E0%B9%81%E0%B8%A5%E0%B8%B0_Data_Security_%E0%B8%AA%E0%B8%B3%E0%B8%AB%E0%B8%A3%E0%B8%B1%E0%B8%9A%E0%B8%AD%E0%B8%87%E0%B8%84%E0%B9%8C%E0%B8%81%E0%B8%A3\"><\/span>5. Governance \u0e41\u0e25\u0e30 Data Security \u0e2a\u0e33\u0e2b\u0e23\u0e31\u0e1a\u0e2d\u0e07\u0e04\u0e4c\u0e01\u0e23<span class=\"ez-toc-section-end\"><\/span><\/h3>\n\n\n\n<p>\u0e40\u0e21\u0e37\u0e48\u0e2d\u0e02\u0e49\u0e2d\u0e21\u0e39\u0e25\u0e16\u0e39\u0e01\u0e43\u0e0a\u0e49\u0e42\u0e14\u0e22\u0e2b\u0e25\u0e32\u0e22\u0e17\u0e35\u0e21<strong> Governance \u0e41\u0e25\u0e30 Security<\/strong> \u0e08\u0e30\u0e01\u0e25\u0e32\u0e22\u0e40\u0e1b\u0e47\u0e19\u0e40\u0e23\u0e37\u0e48\u0e2d\u0e07\u0e2a\u0e33\u0e04\u0e31\u0e0d\u0e17\u0e31\u0e19\u0e17\u0e35<\/p>\n\n\n\n<p>\u0e1b\u0e23\u0e30\u0e40\u0e14\u0e47\u0e19\u0e2b\u0e25\u0e31\u0e01 \u0e44\u0e14\u0e49\u0e41\u0e01\u0e48<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u0e43\u0e04\u0e23\u0e40\u0e02\u0e49\u0e32\u0e16\u0e36\u0e07\u0e02\u0e49\u0e2d\u0e21\u0e39\u0e25\u0e2d\u0e30\u0e44\u0e23\u0e44\u0e14\u0e49\u0e1a\u0e49\u0e32\u0e07<\/li>\n\n\n\n<li>\u0e02\u0e49\u0e2d\u0e21\u0e39\u0e25\u0e21\u0e32\u0e08\u0e32\u0e01\u0e44\u0e2b\u0e19 \u0e1c\u0e48\u0e32\u0e19\u0e01\u0e32\u0e23\u0e41\u0e1b\u0e25\u0e07\u0e2d\u0e30\u0e44\u0e23\u0e21\u0e32<\/li>\n\n\n\n<li>\u0e01\u0e32\u0e23\u0e40\u0e02\u0e49\u0e32\u0e23\u0e2b\u0e31\u0e2a\u0e02\u0e49\u0e2d\u0e21\u0e39\u0e25<\/li>\n\n\n\n<li>\u0e01\u0e32\u0e23\u0e23\u0e2d\u0e07\u0e23\u0e31\u0e1a\u0e01\u0e0e\u0e2b\u0e21\u0e32\u0e22 \u0e40\u0e0a\u0e48\u0e19 PDPA, GDPR<\/li>\n<\/ul>\n\n\n\n<p>\u0e41\u0e1e\u0e25\u0e15\u0e1f\u0e2d\u0e23\u0e4c\u0e21\u0e23\u0e30\u0e14\u0e31\u0e1a\u0e2d\u0e07\u0e04\u0e4c\u0e01\u0e23 \u0e15\u0e49\u0e2d\u0e07\u0e21\u0e35 governance \u0e40\u0e1b\u0e47\u0e19 \u201c\u0e42\u0e04\u0e23\u0e07\u0e2a\u0e23\u0e49\u0e32\u0e07\u0e1e\u0e37\u0e49\u0e19\u0e10\u0e32\u0e19\u201d \u0e44\u0e21\u0e48\u0e43\u0e0a\u0e48\u0e2a\u0e34\u0e48\u0e07\u0e17\u0e35\u0e48\u0e04\u0e48\u0e2d\u0e22\u0e21\u0e32\u0e41\u0e01\u0e49\u0e20\u0e32\u0e22\u0e2b\u0e25\u0e31\u0e07<\/p>\n\n\n\n<h3 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"6_Cost_Model_%E0%B9%81%E0%B8%A5%E0%B8%B0_Total_Cost_of_Ownership_TCO\"><\/span>6. Cost Model \u0e41\u0e25\u0e30 Total Cost of Ownership (TCO)<span class=\"ez-toc-section-end\"><\/span><\/h3>\n\n\n\n<p>\u0e2b\u0e25\u0e32\u0e22\u0e2d\u0e07\u0e04\u0e4c\u0e01\u0e23\u0e15\u0e31\u0e14\u0e2a\u0e34\u0e19\u0e43\u0e08\u0e08\u0e32\u0e01\u0e04\u0e48\u0e32\u0e43\u0e0a\u0e49\u0e08\u0e48\u0e32\u0e22\u0e40\u0e23\u0e34\u0e48\u0e21\u0e15\u0e49\u0e19 \u0e41\u0e15\u0e48\u0e25\u0e37\u0e21\u0e21\u0e2d\u0e07\u0e15\u0e49\u0e19\u0e17\u0e38\u0e19\u0e23\u0e27\u0e21\u0e43\u0e19\u0e23\u0e30\u0e22\u0e30\u0e22\u0e32\u0e27<\/p>\n\n\n\n<p><strong>TCO<\/strong> \u0e04\u0e27\u0e23\u0e1e\u0e34\u0e08\u0e32\u0e23\u0e13\u0e32<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u0e04\u0e48\u0e32 infrastructure<\/li>\n\n\n\n<li>\u0e04\u0e48\u0e32 operation<\/li>\n\n\n\n<li>\u0e04\u0e48\u0e32 scaling<\/li>\n\n\n\n<li>\u0e04\u0e48\u0e32 team \u0e41\u0e25\u0e30 maintenance<\/li>\n\n\n\n<li>\u0e04\u0e48\u0e32 migration \u0e43\u0e19\u0e2d\u0e19\u0e32\u0e04\u0e15<\/li>\n<\/ul>\n\n\n\n<p>\u0e41\u0e1e\u0e25\u0e15\u0e1f\u0e2d\u0e23\u0e4c\u0e21\u0e17\u0e35\u0e48\u0e14\u0e39 \u201c\u0e1b\u0e23\u0e30\u0e2b\u0e22\u0e31\u0e14\u201d \u0e43\u0e19\u0e1b\u0e35\u0e41\u0e23\u0e01 \u0e2d\u0e32\u0e08\u0e40\u0e1b\u0e47\u0e19\u0e15\u0e49\u0e19\u0e17\u0e38\u0e19\u0e17\u0e35\u0e48\u0e41\u0e1e\u0e07\u0e17\u0e35\u0e48\u0e2a\u0e38\u0e14\u0e43\u0e19\u0e1b\u0e35\u0e17\u0e35\u0e48 3\u20135<\/p>\n\n\n\n<h3 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"7_Ecosystem_%E0%B8%AA%E0%B8%B3%E0%B8%AB%E0%B8%A3%E0%B8%B1%E0%B8%9A_BI_AI_%E0%B9%81%E0%B8%A5%E0%B8%B0_Advanced_Analytics\"><\/span>7. Ecosystem \u0e2a\u0e33\u0e2b\u0e23\u0e31\u0e1a BI, AI \u0e41\u0e25\u0e30 Advanced Analytics<span class=\"ez-toc-section-end\"><\/span><\/h3>\n\n\n\n<p>\u0e02\u0e49\u0e2d\u0e21\u0e39\u0e25\u0e08\u0e30\u0e21\u0e35\u0e04\u0e48\u0e32 \u0e01\u0e47\u0e15\u0e48\u0e2d\u0e40\u0e21\u0e37\u0e48\u0e2d\u0e16\u0e39\u0e01\u0e19\u0e33\u0e44\u0e1b\u0e43\u0e0a\u0e49 \u0e41\u0e1e\u0e25\u0e15\u0e1f\u0e2d\u0e23\u0e4c\u0e21\u0e17\u0e35\u0e48\u0e14\u0e35\u0e15\u0e49\u0e2d\u0e07\u0e40\u0e0a\u0e37\u0e48\u0e2d\u0e21\u0e15\u0e48\u0e2d\u0e01\u0e31\u0e1a ecosystem \u0e40\u0e0a\u0e48\u0e19<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>BI &amp; Visualization<\/li>\n\n\n\n<li>Advanced Analytics<\/li>\n\n\n\n<li>Machine Learning \/ AI<\/li>\n\n\n\n<li>Automation \u0e41\u0e25\u0e30 Orchestration<\/li>\n<\/ul>\n\n\n\n<p>Ecosystem \u0e17\u0e35\u0e48\u0e1e\u0e23\u0e49\u0e2d\u0e21 \u0e0a\u0e48\u0e27\u0e22\u0e43\u0e2b\u0e49\u0e2d\u0e07\u0e04\u0e4c\u0e01\u0e23\u0e15\u0e48\u0e2d\u0e22\u0e2d\u0e14 use case \u0e43\u0e2b\u0e21\u0e48\u0e44\u0e14\u0e49\u0e40\u0e23\u0e47\u0e27 \u0e41\u0e25\u0e30\u0e25\u0e14\u0e01\u0e32\u0e23\u0e2a\u0e23\u0e49\u0e32\u0e07\u0e23\u0e30\u0e1a\u0e1a\u0e0b\u0e49\u0e33\u0e0b\u0e49\u0e2d\u0e19<\/p>\n\n\n\n<h2 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"%E0%B8%95%E0%B8%B1%E0%B8%A7%E0%B8%AD%E0%B8%A2%E0%B9%88%E0%B8%B2%E0%B8%87_Big_Data_Platform_%E0%B8%97%E0%B8%B5%E0%B9%88%E0%B8%AD%E0%B8%87%E0%B8%84%E0%B9%8C%E0%B8%81%E0%B8%A3%E0%B8%99%E0%B8%B4%E0%B8%A2%E0%B8%A1%E0%B9%83%E0%B8%8A%E0%B9%89\"><\/span><strong>\u0e15\u0e31\u0e27\u0e2d\u0e22\u0e48\u0e32\u0e07 Big Data Platform \u0e17\u0e35\u0e48\u0e2d\u0e07\u0e04\u0e4c\u0e01\u0e23\u0e19\u0e34\u0e22\u0e21\u0e43\u0e0a\u0e49<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h2>\n\n\n\n<h3 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"%E0%B8%95%E0%B8%B1%E0%B8%A7%E0%B8%AD%E0%B8%A2%E0%B9%88%E0%B8%B2%E0%B8%87%E0%B9%81%E0%B8%9E%E0%B8%A5%E0%B8%95%E0%B8%9F%E0%B8%AD%E0%B8%A3%E0%B9%8C%E0%B8%A1_Data_Warehouse_Cloud_Analytics_Platform_Market_Overview\"><\/span><strong>\u0e15\u0e31\u0e27\u0e2d\u0e22\u0e48\u0e32\u0e07\u0e41\u0e1e\u0e25\u0e15\u0e1f\u0e2d\u0e23\u0e4c\u0e21: Data Warehouse &amp; Cloud Analytics Platform (Market Overview)<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h3>\n\n\n\n<figure class=\"wp-block-image size-large\"><img decoding=\"async\" width=\"1024\" height=\"576\" src=\"https:\/\/predictive.co.th\/wp-content\/uploads\/2026\/01\/31-1024x576.png\" alt=\"\u0e15\u0e31\u0e27\u0e2d\u0e22\u0e48\u0e32\u0e07\u0e41\u0e1e\u0e25\u0e15\u0e1f\u0e2d\u0e23\u0e4c\u0e21: Data Warehouse &amp; Cloud Analytics Platform\" class=\"wp-image-25764\" srcset=\"https:\/\/predictive.co.th\/wp-content\/uploads\/2026\/01\/31-1024x576.png 1024w, https:\/\/predictive.co.th\/wp-content\/uploads\/2026\/01\/31-300x169.png 300w, https:\/\/predictive.co.th\/wp-content\/uploads\/2026\/01\/31-768x432.png 768w, https:\/\/predictive.co.th\/wp-content\/uploads\/2026\/01\/31-1536x864.png 1536w, https:\/\/predictive.co.th\/wp-content\/uploads\/2026\/01\/31.png 1680w\" sizes=\"(max-width: 1024px) 100vw, 1024px\" \/><\/figure>\n\n\n\n<p>\u0e44\u0e21\u0e48\u0e21\u0e35\u0e41\u0e1e\u0e25\u0e15\u0e1f\u0e2d\u0e23\u0e4c\u0e21\u0e43\u0e14\u0e14\u0e35\u0e17\u0e35\u0e48\u0e2a\u0e38\u0e14\u0e2a\u0e33\u0e2b\u0e23\u0e31\u0e1a\u0e17\u0e38\u0e01\u0e2d\u0e07\u0e04\u0e4c\u0e01\u0e23 \u0e21\u0e35\u0e41\u0e15\u0e48\u0e41\u0e1e\u0e25\u0e15\u0e1f\u0e2d\u0e23\u0e4c\u0e21\u0e17\u0e35\u0e48 \u201c\u0e40\u0e2b\u0e21\u0e32\u0e30\u0e01\u0e31\u0e1a\u0e17\u0e34\u0e28\u0e17\u0e32\u0e07\u0e01\u0e32\u0e23\u0e40\u0e15\u0e34\u0e1a\u0e42\u0e15\u201d \u0e21\u0e32\u0e01\u0e17\u0e35\u0e48\u0e2a\u0e38\u0e14<\/p>\n\n\n\n<h2 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"%E0%B8%84%E0%B8%A7%E0%B8%B2%E0%B8%A1%E0%B8%9C%E0%B8%B4%E0%B8%94%E0%B8%9E%E0%B8%A5%E0%B8%B2%E0%B8%94%E0%B8%97%E0%B8%B5%E0%B9%88%E0%B8%9E%E0%B8%9A%E0%B8%9A%E0%B9%88%E0%B8%AD%E0%B8%A2%E0%B9%83%E0%B8%99%E0%B8%81%E0%B8%B2%E0%B8%A3%E0%B9%80%E0%B8%A5%E0%B8%B7%E0%B8%AD%E0%B8%81_Big_Data_Platform\"><\/span>\u0e04\u0e27\u0e32\u0e21\u0e1c\u0e34\u0e14\u0e1e\u0e25\u0e32\u0e14\u0e17\u0e35\u0e48\u0e1e\u0e1a\u0e1a\u0e48\u0e2d\u0e22\u0e43\u0e19\u0e01\u0e32\u0e23\u0e40\u0e25\u0e37\u0e2d\u0e01 Big Data Platform<span class=\"ez-toc-section-end\"><\/span><\/h2>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u0e40\u0e25\u0e37\u0e2d\u0e01\u0e08\u0e32\u0e01\u0e01\u0e23\u0e30\u0e41\u0e2a\u0e2b\u0e23\u0e37\u0e2d\u0e0a\u0e37\u0e48\u0e2d\u0e40\u0e2a\u0e35\u0e22\u0e07<\/li>\n\n\n\n<li>\u0e21\u0e2d\u0e07\u0e40\u0e09\u0e1e\u0e32\u0e30 use case \u0e1b\u0e31\u0e08\u0e08\u0e38\u0e1a\u0e31\u0e19<\/li>\n\n\n\n<li>\u0e44\u0e21\u0e48\u0e04\u0e34\u0e14\u0e16\u0e36\u0e07 TCO 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