{"id":1495,"date":"2026-01-02T02:59:30","date_gmt":"2026-01-02T02:59:30","guid":{"rendered":"https:\/\/amitavasen.com\/portfolio\/?p=1495"},"modified":"2026-01-02T02:59:50","modified_gmt":"2026-01-02T02:59:50","slug":"ai-content-library-natural-language-asset-management","status":"publish","type":"post","link":"https:\/\/amitavasen.com\/portfolio\/2026\/01\/02\/ai-content-library-natural-language-asset-management\/","title":{"rendered":"AI Content Library: Natural Language Asset Management"},"content":{"rendered":"<p data-path-to-node=\"12\"><b data-path-to-node=\"12\" data-index-in-node=\"0\">Role:<\/b> UX Design Lead<\/p>\n<p data-path-to-node=\"13\"><b data-path-to-node=\"13\" data-index-in-node=\"0\">The Challenge:<\/b> Traditional folder-based Digital Asset Management (DAM) systems fail when libraries scale to millions of items. Users couldn&#8217;t find what they needed because of inconsistent manual tagging.<\/p>\n<ul data-path-to-node=\"14\">\n<li>\n<p data-path-to-node=\"14,0,0\"><b data-path-to-node=\"14,0,0\" data-index-in-node=\"0\">UX Process:<\/b><\/p>\n<ul data-path-to-node=\"14,0,1\">\n<li>\n<p data-path-to-node=\"14,0,1,0,0\"><b data-path-to-node=\"14,0,1,0,0\" data-index-in-node=\"0\">Defining the Search UX:<\/b> Moved away from rigid faceted filters to a <b data-path-to-node=\"14,0,1,0,0\" data-index-in-node=\"67\">Natural Language Query (NLQ)<\/b> interface. I designed a &#8220;suggestive search&#8221; UI that helps users learn how to talk to the AI.<\/p>\n<\/li>\n<li>\n<p data-path-to-node=\"14,0,1,1,0\"><b data-path-to-node=\"14,0,1,1,0\" data-index-in-node=\"0\">Automated Workflows:<\/b> Designed the &#8220;Zero-Touch&#8221; upload experience where AI handles auto-tagging and metadata extraction, reducing the cognitive load on the user.<\/p>\n<\/li>\n<li>\n<p data-path-to-node=\"14,0,1,2,0\"><b data-path-to-node=\"14,0,1,2,0\" data-index-in-node=\"0\">Information Architecture:<\/b> Restructured how diverse file types (Video, PPT, Spreadsheet) are previewed in a unified search results page.<\/p>\n<\/li>\n<\/ul>\n<\/li>\n<li>A few screenshot from the Figma project:<\/li>\n<\/ul>\n<p><a href=\"https:\/\/amitavasen.com\/portfolio\/wp-content\/uploads\/2026\/01\/ACL-1.png\"><img loading=\"lazy\" decoding=\"async\" class=\"alignnone size-full wp-image-1496\" src=\"https:\/\/amitavasen.com\/portfolio\/wp-content\/uploads\/2026\/01\/ACL-1.png\" alt=\"\" width=\"1396\" height=\"1670\" srcset=\"https:\/\/amitavasen.com\/portfolio\/wp-content\/uploads\/2026\/01\/ACL-1.png 1396w, https:\/\/amitavasen.com\/portfolio\/wp-content\/uploads\/2026\/01\/ACL-1-251x300.png 251w, https:\/\/amitavasen.com\/portfolio\/wp-content\/uploads\/2026\/01\/ACL-1-856x1024.png 856w, https:\/\/amitavasen.com\/portfolio\/wp-content\/uploads\/2026\/01\/ACL-1-768x919.png 768w, https:\/\/amitavasen.com\/portfolio\/wp-content\/uploads\/2026\/01\/ACL-1-1284x1536.png 1284w, https:\/\/amitavasen.com\/portfolio\/wp-content\/uploads\/2026\/01\/ACL-1-300x359.png 300w, https:\/\/amitavasen.com\/portfolio\/wp-content\/uploads\/2026\/01\/ACL-1-850x1017.png 850w\" sizes=\"auto, (max-width: 1396px) 100vw, 1396px\" \/><\/a><\/p>\n<p><a href=\"https:\/\/amitavasen.com\/portfolio\/wp-content\/uploads\/2026\/01\/ACL-2.png\"><img loading=\"lazy\" decoding=\"async\" class=\"alignnone size-full wp-image-1497\" src=\"https:\/\/amitavasen.com\/portfolio\/wp-content\/uploads\/2026\/01\/ACL-2.png\" alt=\"\" width=\"1340\" height=\"1622\" srcset=\"https:\/\/amitavasen.com\/portfolio\/wp-content\/uploads\/2026\/01\/ACL-2.png 1340w, https:\/\/amitavasen.com\/portfolio\/wp-content\/uploads\/2026\/01\/ACL-2-248x300.png 248w, https:\/\/amitavasen.com\/portfolio\/wp-content\/uploads\/2026\/01\/ACL-2-846x1024.png 846w, https:\/\/amitavasen.com\/portfolio\/wp-content\/uploads\/2026\/01\/ACL-2-768x930.png 768w, https:\/\/amitavasen.com\/portfolio\/wp-content\/uploads\/2026\/01\/ACL-2-1269x1536.png 1269w, https:\/\/amitavasen.com\/portfolio\/wp-content\/uploads\/2026\/01\/ACL-2-300x363.png 300w, https:\/\/amitavasen.com\/portfolio\/wp-content\/uploads\/2026\/01\/ACL-2-850x1029.png 850w\" sizes=\"auto, (max-width: 1340px) 100vw, 1340px\" \/><\/a><\/p>\n<p><a href=\"https:\/\/amitavasen.com\/portfolio\/wp-content\/uploads\/2026\/01\/ACL-3.png\"><img loading=\"lazy\" decoding=\"async\" class=\"alignnone wp-image-1498\" src=\"https:\/\/amitavasen.com\/portfolio\/wp-content\/uploads\/2026\/01\/ACL-3.png\" alt=\"\" width=\"1103\" height=\"1335\" srcset=\"https:\/\/amitavasen.com\/portfolio\/wp-content\/uploads\/2026\/01\/ACL-3.png 998w, https:\/\/amitavasen.com\/portfolio\/wp-content\/uploads\/2026\/01\/ACL-3-248x300.png 248w, https:\/\/amitavasen.com\/portfolio\/wp-content\/uploads\/2026\/01\/ACL-3-846x1024.png 846w, https:\/\/amitavasen.com\/portfolio\/wp-content\/uploads\/2026\/01\/ACL-3-768x930.png 768w, https:\/\/amitavasen.com\/portfolio\/wp-content\/uploads\/2026\/01\/ACL-3-300x363.png 300w, https:\/\/amitavasen.com\/portfolio\/wp-content\/uploads\/2026\/01\/ACL-3-850x1029.png 850w\" sizes=\"auto, (max-width: 1103px) 100vw, 1103px\" \/><\/a><\/p>\n<p>&nbsp;<\/p>\n<p><a href=\"https:\/\/amitavasen.com\/portfolio\/wp-content\/uploads\/2026\/01\/ACL-4.png\"><img loading=\"lazy\" decoding=\"async\" class=\"alignnone size-full wp-image-1499\" src=\"https:\/\/amitavasen.com\/portfolio\/wp-content\/uploads\/2026\/01\/ACL-4.png\" alt=\"\" width=\"1004\" height=\"1234\" srcset=\"https:\/\/amitavasen.com\/portfolio\/wp-content\/uploads\/2026\/01\/ACL-4.png 1004w, https:\/\/amitavasen.com\/portfolio\/wp-content\/uploads\/2026\/01\/ACL-4-244x300.png 244w, https:\/\/amitavasen.com\/portfolio\/wp-content\/uploads\/2026\/01\/ACL-4-833x1024.png 833w, https:\/\/amitavasen.com\/portfolio\/wp-content\/uploads\/2026\/01\/ACL-4-768x944.png 768w, https:\/\/amitavasen.com\/portfolio\/wp-content\/uploads\/2026\/01\/ACL-4-300x369.png 300w, https:\/\/amitavasen.com\/portfolio\/wp-content\/uploads\/2026\/01\/ACL-4-850x1045.png 850w\" sizes=\"auto, (max-width: 1004px) 100vw, 1004px\" \/><\/a><\/p>\n<p><a href=\"https:\/\/amitavasen.com\/portfolio\/wp-content\/uploads\/2026\/01\/ACL-5.png\"><img loading=\"lazy\" decoding=\"async\" class=\"alignnone size-full wp-image-1500\" src=\"https:\/\/amitavasen.com\/portfolio\/wp-content\/uploads\/2026\/01\/ACL-5.png\" alt=\"\" width=\"1040\" height=\"1256\" srcset=\"https:\/\/amitavasen.com\/portfolio\/wp-content\/uploads\/2026\/01\/ACL-5.png 1040w, https:\/\/amitavasen.com\/portfolio\/wp-content\/uploads\/2026\/01\/ACL-5-248x300.png 248w, https:\/\/amitavasen.com\/portfolio\/wp-content\/uploads\/2026\/01\/ACL-5-848x1024.png 848w, https:\/\/amitavasen.com\/portfolio\/wp-content\/uploads\/2026\/01\/ACL-5-768x928.png 768w, https:\/\/amitavasen.com\/portfolio\/wp-content\/uploads\/2026\/01\/ACL-5-300x362.png 300w, https:\/\/amitavasen.com\/portfolio\/wp-content\/uploads\/2026\/01\/ACL-5-850x1027.png 850w\" sizes=\"auto, (max-width: 1040px) 100vw, 1040px\" \/><\/a><\/p>\n<p><a href=\"https:\/\/amitavasen.com\/portfolio\/wp-content\/uploads\/2026\/01\/ACL-6.png\"><img loading=\"lazy\" decoding=\"async\" class=\"alignnone wp-image-1501\" src=\"https:\/\/amitavasen.com\/portfolio\/wp-content\/uploads\/2026\/01\/ACL-6.png\" alt=\"\" width=\"1210\" height=\"1457\" srcset=\"https:\/\/amitavasen.com\/portfolio\/wp-content\/uploads\/2026\/01\/ACL-6.png 1272w, https:\/\/amitavasen.com\/portfolio\/wp-content\/uploads\/2026\/01\/ACL-6-249x300.png 249w, https:\/\/amitavasen.com\/portfolio\/wp-content\/uploads\/2026\/01\/ACL-6-850x1024.png 850w, https:\/\/amitavasen.com\/portfolio\/wp-content\/uploads\/2026\/01\/ACL-6-768x925.png 768w, https:\/\/amitavasen.com\/portfolio\/wp-content\/uploads\/2026\/01\/ACL-6-300x361.png 300w\" sizes=\"auto, (max-width: 1210px) 100vw, 1210px\" \/><\/a><\/p>\n<p><a href=\"https:\/\/amitavasen.com\/portfolio\/wp-content\/uploads\/2026\/01\/ACL-7.png\"><img loading=\"lazy\" decoding=\"async\" class=\"alignnone size-full wp-image-1502\" src=\"https:\/\/amitavasen.com\/portfolio\/wp-content\/uploads\/2026\/01\/ACL-7.png\" alt=\"\" width=\"1210\" height=\"1526\" srcset=\"https:\/\/amitavasen.com\/portfolio\/wp-content\/uploads\/2026\/01\/ACL-7.png 1210w, https:\/\/amitavasen.com\/portfolio\/wp-content\/uploads\/2026\/01\/ACL-7-238x300.png 238w, https:\/\/amitavasen.com\/portfolio\/wp-content\/uploads\/2026\/01\/ACL-7-812x1024.png 812w, https:\/\/amitavasen.com\/portfolio\/wp-content\/uploads\/2026\/01\/ACL-7-768x969.png 768w, https:\/\/amitavasen.com\/portfolio\/wp-content\/uploads\/2026\/01\/ACL-7-300x378.png 300w, https:\/\/amitavasen.com\/portfolio\/wp-content\/uploads\/2026\/01\/ACL-7-850x1072.png 850w\" sizes=\"auto, (max-width: 1210px) 100vw, 1210px\" \/><\/a><\/p>\n<p><a href=\"https:\/\/amitavasen.com\/portfolio\/wp-content\/uploads\/2026\/01\/ACL-8.png\"><img loading=\"lazy\" decoding=\"async\" class=\"alignnone size-full wp-image-1503\" src=\"https:\/\/amitavasen.com\/portfolio\/wp-content\/uploads\/2026\/01\/ACL-8.png\" alt=\"\" width=\"1110\" height=\"1414\" srcset=\"https:\/\/amitavasen.com\/portfolio\/wp-content\/uploads\/2026\/01\/ACL-8.png 1110w, https:\/\/amitavasen.com\/portfolio\/wp-content\/uploads\/2026\/01\/ACL-8-236x300.png 236w, https:\/\/amitavasen.com\/portfolio\/wp-content\/uploads\/2026\/01\/ACL-8-804x1024.png 804w, https:\/\/amitavasen.com\/portfolio\/wp-content\/uploads\/2026\/01\/ACL-8-768x978.png 768w, https:\/\/amitavasen.com\/portfolio\/wp-content\/uploads\/2026\/01\/ACL-8-300x382.png 300w, https:\/\/amitavasen.com\/portfolio\/wp-content\/uploads\/2026\/01\/ACL-8-850x1083.png 850w\" sizes=\"auto, (max-width: 1110px) 100vw, 1110px\" \/><\/a><\/p>\n<p><a href=\"https:\/\/amitavasen.com\/portfolio\/wp-content\/uploads\/2026\/01\/ACL-9.png\"><img loading=\"lazy\" decoding=\"async\" class=\"alignnone size-full wp-image-1504\" src=\"https:\/\/amitavasen.com\/portfolio\/wp-content\/uploads\/2026\/01\/ACL-9.png\" alt=\"\" width=\"1102\" height=\"1404\" srcset=\"https:\/\/amitavasen.com\/portfolio\/wp-content\/uploads\/2026\/01\/ACL-9.png 1102w, https:\/\/amitavasen.com\/portfolio\/wp-content\/uploads\/2026\/01\/ACL-9-235x300.png 235w, https:\/\/amitavasen.com\/portfolio\/wp-content\/uploads\/2026\/01\/ACL-9-804x1024.png 804w, https:\/\/amitavasen.com\/portfolio\/wp-content\/uploads\/2026\/01\/ACL-9-768x978.png 768w, https:\/\/amitavasen.com\/portfolio\/wp-content\/uploads\/2026\/01\/ACL-9-300x382.png 300w, https:\/\/amitavasen.com\/portfolio\/wp-content\/uploads\/2026\/01\/ACL-9-850x1083.png 850w\" sizes=\"auto, (max-width: 1102px) 100vw, 1102px\" \/><\/a><\/p>\n<p><a href=\"https:\/\/amitavasen.com\/portfolio\/wp-content\/uploads\/2026\/01\/ACL-10.png\"><img loading=\"lazy\" decoding=\"async\" class=\"alignnone size-full wp-image-1505\" src=\"https:\/\/amitavasen.com\/portfolio\/wp-content\/uploads\/2026\/01\/ACL-10.png\" alt=\"\" width=\"1104\" height=\"1402\" srcset=\"https:\/\/amitavasen.com\/portfolio\/wp-content\/uploads\/2026\/01\/ACL-10.png 1104w, https:\/\/amitavasen.com\/portfolio\/wp-content\/uploads\/2026\/01\/ACL-10-236x300.png 236w, https:\/\/amitavasen.com\/portfolio\/wp-content\/uploads\/2026\/01\/ACL-10-806x1024.png 806w, https:\/\/amitavasen.com\/portfolio\/wp-content\/uploads\/2026\/01\/ACL-10-768x975.png 768w, https:\/\/amitavasen.com\/portfolio\/wp-content\/uploads\/2026\/01\/ACL-10-300x381.png 300w, https:\/\/amitavasen.com\/portfolio\/wp-content\/uploads\/2026\/01\/ACL-10-850x1079.png 850w\" sizes=\"auto, (max-width: 1104px) 100vw, 1104px\" \/><\/a><\/p>\n<p>&nbsp;<\/p>\n","protected":false},"excerpt":{"rendered":"<p>Role: UX Design Lead The Challenge: Traditional folder-based Digital Asset Management (DAM) systems fail when libraries scale to millions of items. Users couldn&#8217;t find what they needed because of inconsistent manual tagging. UX Process: Defining the Search UX: Moved away from rigid faceted filters to a Natural Language Query (NLQ) interface. I designed a &#8220;suggestive&#8230;<\/p>\n","protected":false},"author":1,"featured_media":1496,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[3],"tags":[],"class_list":["post-1495","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-portfolio"],"_links":{"self":[{"href":"https:\/\/amitavasen.com\/portfolio\/wp-json\/wp\/v2\/posts\/1495","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/amitavasen.com\/portfolio\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/amitavasen.com\/portfolio\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/amitavasen.com\/portfolio\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/amitavasen.com\/portfolio\/wp-json\/wp\/v2\/comments?post=1495"}],"version-history":[{"count":1,"href":"https:\/\/amitavasen.com\/portfolio\/wp-json\/wp\/v2\/posts\/1495\/revisions"}],"predecessor-version":[{"id":1506,"href":"https:\/\/amitavasen.com\/portfolio\/wp-json\/wp\/v2\/posts\/1495\/revisions\/1506"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/amitavasen.com\/portfolio\/wp-json\/wp\/v2\/media\/1496"}],"wp:attachment":[{"href":"https:\/\/amitavasen.com\/portfolio\/wp-json\/wp\/v2\/media?parent=1495"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/amitavasen.com\/portfolio\/wp-json\/wp\/v2\/categories?post=1495"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/amitavasen.com\/portfolio\/wp-json\/wp\/v2\/tags?post=1495"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}