{"id":806,"date":"2026-09-08T12:29:52","date_gmt":"2026-09-08T04:29:52","guid":{"rendered":"https:\/\/asiaecho.com\/sg\/?p=806"},"modified":"2026-09-08T12:29:52","modified_gmt":"2026-09-08T04:29:52","slug":"how-ai-can-reduce-operating-costs-for-singapore-firms","status":"publish","type":"post","link":"https:\/\/asiaecho.com\/sg\/how-ai-can-reduce-operating-costs-for-singapore-firms\/","title":{"rendered":"How AI Can Reduce Operating Costs for Singapore Firms"},"content":{"rendered":"<style>@import url('https:\/\/fonts.googleapis.com\/css2?family=Merriweather:ital,wght@0,100..900;1,100..700;1,100..900&family=Montserrat:ital,wght@0,100..900;1,100..900&family=Roboto:ital,wght@0,100..900;1,100..900&family=Rubik:ital,wght@0,100..900;1,100..900&display=auto');.wp-premium-body { font-family: 'Rubik', 'Roboto', sans-serif; color: #333333; line-height: 1.75; font-size: 16px; margin: 0 auto; }.wp-premium-callout { font-family: 'Merriweather', serif; background-color: #f4f7f6; border-left: 4px solid #00a88f; padding: 22px; margin: 25px 0; border-radius: 0 8px 8px 0; }.wp-premium-cta-box { background: linear-gradient(135deg, #111111 0%, #2c3e50 100%); color: #ffffff; padding: 40px; text-align: center; border-radius: 12px; margin: 40px 0; }.wp-premium-btn { display: inline-block; background-color: #00a88f; color: #ffffff !important; padding: 14px 35px; text-decoration: none !important; font-weight: bold; border-radius: 5px; margin-top: 15px; }<\/style>\n<div class='wp-premium-body'>\n<div class='wp-premium-callout'><strong>Quick Summary:<\/strong><\/p>\n<p>Singapore firms can slash operating costs by 20-30% through targeted AI adoption in areas like admin automation, predictive maintenance, and customer service, with government grants like PSG making implementation affordable.<\/p>\n<\/div>\n<h2>Step 1 Automate Repetitive Administrative Tasks<\/h2>\n<p>Many Singapore SMEs still spend up to 40% of employee time on manual data entry, invoice processing, and report generation. AI-powered robotic process automation (RPA) tools can handle these tasks round the clock with near-zero errors. For example, a local logistics firm using AI document processing reduced its finance team\u2019s overtime by 70%, saving S$120,000 annually. The cost of deploying RPA often falls below S$10,000 with the Productivity Solutions Grant (PSG) covering up to 50%. This step directly lowers payroll overhead and frees staff for higher-value work.<\/p>\n<h2>Step 2 Optimize Supply Chain Through Predictive Analytics<\/h2>\n<p>Inventory mismanagement costs Singapore retailers and wholesalers an estimated S$2 billion yearly. AI tools that analyze historical sales data, weather patterns, and supplier performance can forecast demand with over 90% accuracy. A Singaporean F&#038;B chain used an AI inventory system to cut spoilage by 35% and stockout incidents by 50%, saving S$150,000 per outlet per year. Implementation typically requires a one-time investment of S$15,000\u2013S$30,000, but the reduction in waste and emergency shipping expenses yields payback within six months.<\/p>\n<h2>Step 3 Deploy Predictive Maintenance for Equipment<\/h2>\n<p>Manufacturing and logistics firms in Singapore face frequent equipment breakdowns that halt operations and incur high repair costs. AI-based predictive maintenance uses sensor data to flag anomalies weeks before failure. A local semiconductor parts supplier adopted an AI platform that reduced unplanned downtime by 60% and maintenance costs by 25%, saving S$200,000 annually. The PSG co-funds such projects up to 50%, and subscription fees often start at S$500 per month. This step prevents expensive emergency repairs and lost production revenue.<\/p>\n<h2>Step 4 Implement AI Customer Service Chatbots<\/h2>\n<p>Customer service in Singapore remains labour-intensive, with average salaries for service agents around S$36,000 per year. AI chatbots can handle 70\u201380% of routine inquiries (order status, refunds, hours) without human intervention. A Singaporean e\u2011commerce retailer deployed a multilingual chatbot on WhatsApp and saw a 40% drop in call volume, allowing it to reassign three agents to sales roles. The chatbot cost S$8,000 to build and runs on a S$300 monthly cloud fee. Net savings exceeded S$100,000 in the first year, with better customer satisfaction scores.<\/p>\n<h2>Step 5 Leverage AI for Energy and Resource Reduction<\/h2>\n<p>Energy costs in Singapore have risen 15% over two years, hitting margins in retail and hospitality. AI-driven energy management systems can automatically adjust lighting, HVAC, and machinery based on real-time occupancy and usage patterns. A hotel chain in Singapore reported a 22% reduction in electricity bills after deploying an AI optimisation tool, saving S$180,000 per property annually. The system required a S$25,000 upfront investment, but the project payback period was 17 months. Such AI applications also help firms meet Singapore\u2019s Green Plan 2030 sustainability targets.<\/p>\n<div style='overflow-x: auto; margin: 30px 0;'>\n<table class='wp-premium-table'>\n<thead>\n<tr>\n<th>AI Application<\/th>\n<th>Typical Investment (SGD)<\/th>\n<th>Annual Savings (SGD)<\/th>\n<th>Payback Period<\/th>\n<th>Common Industries in Singapore<\/th>\n<\/tr>\n<\/thead>\n<tbody>\n<tr>\n<td>RPA for admin tasks<\/td>\n<td>5,000 \u2013 15,000<\/td>\n<td>80,000 \u2013 150,000<\/td>\n<td>3\u20136 months<\/td>\n<td>Finance, HR, logistics<\/td>\n<\/tr>\n<tr>\n<td>Predictive inventory<\/td>\n<td>15,000 \u2013 30,000<\/td>\n<td>100,000 \u2013 200,000<\/td>\n<td>6\u20139 months<\/td>\n<td>Retail, F&#038;B, wholesale<\/td>\n<\/tr>\n<tr>\n<td>Predictive maintenance<\/td>\n<td>10,000 \u2013 25,000<\/td>\n<td>100,000 \u2013 250,000<\/td>\n<td>4\u20138 months<\/td>\n<td>Manufacturing, logistics<\/td>\n<\/tr>\n<tr>\n<td>AI chatbots<\/td>\n<td>8,000 \u2013 20,000<\/td>\n<td>50,000 \u2013 120,000<\/td>\n<td>3\u20135 months<\/td>\n<td>E\u2011commerce, hospitality, services<\/td>\n<\/tr>\n<tr>\n<td>Energy management<\/td>\n<td>20,000 \u2013 40,000<\/td>\n<td>150,000 \u2013 250,000<\/td>\n<td>12\u201318 months<\/td>\n<td>Hospitality, retail, offices<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<\/div>\n<div class='wp-premium-cta-box'>\n<h3>Ready to Accelerate Your Digital Growth Strategy?<\/h3>\n<p>Partner with an industry-leading digital agency to upscale your infrastructure today.<\/p>\n<p><a href='https:\/\/www.justsimple.com.my\/' class='wp-premium-btn'>Get Started for Free Today<\/a><\/div>\n<\/div>\n","protected":false},"excerpt":{"rendered":"<p>Quick Summary: Singapore firms can slash operating costs by 20-30% through targeted AI adoption in areas like admin automation, predictive maintenance, and customer service, with government grants like PSG making implementation affordable. Step 1 Automate Repetitive Administrative Tasks Many Singapore SMEs still spend up to 40% of employee time on manual data entry, invoice processing, [&hellip;]<\/p>\n","protected":false},"author":5,"featured_media":1037,"comment_status":"closed","ping_status":"","sticky":false,"template":"","format":"standard","meta":{"footnotes":"","_ppma_block_editor_authors":""},"categories":[15],"tags":[],"ppma_author":[36],"class_list":["post-806","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-lifestyle-culture"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v28.1 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>How AI Can Reduce Operating Costs for Singapore Firms - AsiaEcho Singapore<\/title>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/asiaecho.com\/sg\/how-ai-can-reduce-operating-costs-for-singapore-firms\/\" \/>\n<meta property=\"og:locale\" content=\"en_US\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"How AI Can Reduce Operating Costs for Singapore Firms - AsiaEcho Singapore\" \/>\n<meta property=\"og:description\" content=\"Quick Summary: Singapore firms can slash operating costs by 20-30% through targeted AI adoption in areas like admin automation, predictive maintenance, and customer service, with government grants like PSG making implementation affordable. Step 1 Automate Repetitive Administrative Tasks Many Singapore SMEs still spend up to 40% of employee time on manual data entry, invoice processing, [&hellip;]\" \/>\n<meta property=\"og:url\" content=\"https:\/\/asiaecho.com\/sg\/how-ai-can-reduce-operating-costs-for-singapore-firms\/\" \/>\n<meta property=\"og:site_name\" content=\"AsiaEcho Singapore\" \/>\n<meta property=\"article:published_time\" content=\"2026-09-08T04:29:52+00:00\" \/>\n<meta property=\"og:image\" content=\"https:\/\/asiaecho.com\/sg\/wp-content\/uploads\/2026\/07\/how-ai-can-reduce-operating-costs-for-singapore-firms-1.webp\" \/>\n\t<meta property=\"og:image:width\" content=\"1920\" \/>\n\t<meta property=\"og:image:height\" content=\"1080\" \/>\n\t<meta property=\"og:image:type\" content=\"image\/webp\" \/>\n<meta name=\"author\" content=\"becky fung\" \/>\n<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\n<meta name=\"twitter:label1\" content=\"Written by\" \/>\n\t<meta name=\"twitter:data1\" content=\"becky fung\" \/>\n\t<meta name=\"twitter:label2\" content=\"Est. reading time\" \/>\n\t<meta name=\"twitter:data2\" content=\"3 minutes\" \/>\n<script type=\"application\/ld+json\" class=\"yoast-schema-graph\">{\"@context\":\"https:\\\/\\\/schema.org\",\"@graph\":[{\"@type\":\"Article\",\"@id\":\"https:\\\/\\\/asiaecho.com\\\/sg\\\/how-ai-can-reduce-operating-costs-for-singapore-firms\\\/#article\",\"isPartOf\":{\"@id\":\"https:\\\/\\\/asiaecho.com\\\/sg\\\/how-ai-can-reduce-operating-costs-for-singapore-firms\\\/\"},\"author\":{\"name\":\"becky fung\",\"@id\":\"https:\\\/\\\/asiaecho.com\\\/sg\\\/#\\\/schema\\\/person\\\/4a5070aea9810a22687fe7d74a6f2d90\"},\"headline\":\"How AI Can Reduce Operating Costs for Singapore Firms\",\"datePublished\":\"2026-09-08T04:29:52+00:00\",\"mainEntityOfPage\":{\"@id\":\"https:\\\/\\\/asiaecho.com\\\/sg\\\/how-ai-can-reduce-operating-costs-for-singapore-firms\\\/\"},\"wordCount\":548,\"publisher\":{\"@id\":\"https:\\\/\\\/asiaecho.com\\\/sg\\\/#organization\"},\"image\":{\"@id\":\"https:\\\/\\\/asiaecho.com\\\/sg\\\/how-ai-can-reduce-operating-costs-for-singapore-firms\\\/#primaryimage\"},\"thumbnailUrl\":\"https:\\\/\\\/asiaecho.com\\\/sg\\\/wp-content\\\/uploads\\\/2026\\\/07\\\/how-ai-can-reduce-operating-costs-for-singapore-firms-1.webp\",\"articleSection\":[\"Lifestyle &amp; Culture\"],\"inLanguage\":\"en-US\"},{\"@type\":\"WebPage\",\"@id\":\"https:\\\/\\\/asiaecho.com\\\/sg\\\/how-ai-can-reduce-operating-costs-for-singapore-firms\\\/\",\"url\":\"https:\\\/\\\/asiaecho.com\\\/sg\\\/how-ai-can-reduce-operating-costs-for-singapore-firms\\\/\",\"name\":\"How AI Can Reduce Operating Costs for Singapore Firms - AsiaEcho Singapore\",\"isPartOf\":{\"@id\":\"https:\\\/\\\/asiaecho.com\\\/sg\\\/#website\"},\"primaryImageOfPage\":{\"@id\":\"https:\\\/\\\/asiaecho.com\\\/sg\\\/how-ai-can-reduce-operating-costs-for-singapore-firms\\\/#primaryimage\"},\"image\":{\"@id\":\"https:\\\/\\\/asiaecho.com\\\/sg\\\/how-ai-can-reduce-operating-costs-for-singapore-firms\\\/#primaryimage\"},\"thumbnailUrl\":\"https:\\\/\\\/asiaecho.com\\\/sg\\\/wp-content\\\/uploads\\\/2026\\\/07\\\/how-ai-can-reduce-operating-costs-for-singapore-firms-1.webp\",\"datePublished\":\"2026-09-08T04:29:52+00:00\",\"breadcrumb\":{\"@id\":\"https:\\\/\\\/asiaecho.com\\\/sg\\\/how-ai-can-reduce-operating-costs-for-singapore-firms\\\/#breadcrumb\"},\"inLanguage\":\"en-US\",\"potentialAction\":[{\"@type\":\"ReadAction\",\"target\":[\"https:\\\/\\\/asiaecho.com\\\/sg\\\/how-ai-can-reduce-operating-costs-for-singapore-firms\\\/\"]}]},{\"@type\":\"ImageObject\",\"inLanguage\":\"en-US\",\"@id\":\"https:\\\/\\\/asiaecho.com\\\/sg\\\/how-ai-can-reduce-operating-costs-for-singapore-firms\\\/#primaryimage\",\"url\":\"https:\\\/\\\/asiaecho.com\\\/sg\\\/wp-content\\\/uploads\\\/2026\\\/07\\\/how-ai-can-reduce-operating-costs-for-singapore-firms-1.webp\",\"contentUrl\":\"https:\\\/\\\/asiaecho.com\\\/sg\\\/wp-content\\\/uploads\\\/2026\\\/07\\\/how-ai-can-reduce-operating-costs-for-singapore-firms-1.webp\",\"width\":1920,\"height\":1080},{\"@type\":\"BreadcrumbList\",\"@id\":\"https:\\\/\\\/asiaecho.com\\\/sg\\\/how-ai-can-reduce-operating-costs-for-singapore-firms\\\/#breadcrumb\",\"itemListElement\":[{\"@type\":\"ListItem\",\"position\":1,\"name\":\"Durian Daily\",\"item\":\"https:\\\/\\\/asiaecho.com\\\/sg\\\/\"},{\"@type\":\"ListItem\",\"position\":2,\"name\":\"How AI Can Reduce Operating Costs for Singapore Firms\"}]},{\"@type\":\"WebSite\",\"@id\":\"https:\\\/\\\/asiaecho.com\\\/sg\\\/#website\",\"url\":\"https:\\\/\\\/asiaecho.com\\\/sg\\\/\",\"name\":\"AsiaEcho Singapore\",\"description\":\"The Pulse of Singapore News, Lifestyle &amp; Business\",\"publisher\":{\"@id\":\"https:\\\/\\\/asiaecho.com\\\/sg\\\/#organization\"},\"alternateName\":\"Uncover Singapore\u2019s Trends, Stories & Insights\",\"potentialAction\":[{\"@type\":\"SearchAction\",\"target\":{\"@type\":\"EntryPoint\",\"urlTemplate\":\"https:\\\/\\\/asiaecho.com\\\/sg\\\/?s={search_term_string}\"},\"query-input\":{\"@type\":\"PropertyValueSpecification\",\"valueRequired\":true,\"valueName\":\"search_term_string\"}}],\"inLanguage\":\"en-US\"},{\"@type\":\"Organization\",\"@id\":\"https:\\\/\\\/asiaecho.com\\\/sg\\\/#organization\",\"name\":\"Durian Daily Singapore\",\"alternateName\":\"Durian Daily Singapore Official\",\"url\":\"https:\\\/\\\/asiaecho.com\\\/sg\\\/\",\"logo\":{\"@type\":\"ImageObject\",\"inLanguage\":\"en-US\",\"@id\":\"https:\\\/\\\/asiaecho.com\\\/sg\\\/#\\\/schema\\\/logo\\\/image\\\/\",\"url\":\"https:\\\/\\\/asiaecho.com\\\/sg\\\/wp-content\\\/uploads\\\/2025\\\/03\\\/cropped-durian-daily-blog-singapore.png\",\"contentUrl\":\"https:\\\/\\\/asiaecho.com\\\/sg\\\/wp-content\\\/uploads\\\/2025\\\/03\\\/cropped-durian-daily-blog-singapore.png\",\"width\":512,\"height\":512,\"caption\":\"Durian Daily Singapore\"},\"image\":{\"@id\":\"https:\\\/\\\/asiaecho.com\\\/sg\\\/#\\\/schema\\\/logo\\\/image\\\/\"}},{\"@type\":\"Person\",\"@id\":\"https:\\\/\\\/asiaecho.com\\\/sg\\\/#\\\/schema\\\/person\\\/4a5070aea9810a22687fe7d74a6f2d90\",\"name\":\"becky fung\",\"url\":\"https:\\\/\\\/asiaecho.com\\\/sg\\\/author\\\/beckyfung\\\/\"}]}<\/script>\n<!-- \/ Yoast SEO plugin. -->","yoast_head_json":{"title":"How AI Can Reduce Operating Costs for Singapore Firms - AsiaEcho Singapore","robots":{"index":"index","follow":"follow","max-snippet":"max-snippet:-1","max-image-preview":"max-image-preview:large","max-video-preview":"max-video-preview:-1"},"canonical":"https:\/\/asiaecho.com\/sg\/how-ai-can-reduce-operating-costs-for-singapore-firms\/","og_locale":"en_US","og_type":"article","og_title":"How AI Can Reduce Operating Costs for Singapore Firms - AsiaEcho Singapore","og_description":"Quick Summary: Singapore firms can slash operating costs by 20-30% through targeted AI adoption in areas like admin automation, predictive maintenance, and customer service, with government grants like PSG making implementation affordable. Step 1 Automate Repetitive Administrative Tasks Many Singapore SMEs still spend up to 40% of employee time on manual data entry, invoice processing, [&hellip;]","og_url":"https:\/\/asiaecho.com\/sg\/how-ai-can-reduce-operating-costs-for-singapore-firms\/","og_site_name":"AsiaEcho Singapore","article_published_time":"2026-09-08T04:29:52+00:00","og_image":[{"width":1920,"height":1080,"url":"https:\/\/asiaecho.com\/sg\/wp-content\/uploads\/2026\/07\/how-ai-can-reduce-operating-costs-for-singapore-firms-1.webp","type":"image\/webp"}],"author":"becky fung","twitter_card":"summary_large_image","twitter_misc":{"Written by":"becky fung","Est. reading time":"3 minutes"},"schema":{"@context":"https:\/\/schema.org","@graph":[{"@type":"Article","@id":"https:\/\/asiaecho.com\/sg\/how-ai-can-reduce-operating-costs-for-singapore-firms\/#article","isPartOf":{"@id":"https:\/\/asiaecho.com\/sg\/how-ai-can-reduce-operating-costs-for-singapore-firms\/"},"author":{"name":"becky fung","@id":"https:\/\/asiaecho.com\/sg\/#\/schema\/person\/4a5070aea9810a22687fe7d74a6f2d90"},"headline":"How AI Can Reduce Operating Costs for Singapore Firms","datePublished":"2026-09-08T04:29:52+00:00","mainEntityOfPage":{"@id":"https:\/\/asiaecho.com\/sg\/how-ai-can-reduce-operating-costs-for-singapore-firms\/"},"wordCount":548,"publisher":{"@id":"https:\/\/asiaecho.com\/sg\/#organization"},"image":{"@id":"https:\/\/asiaecho.com\/sg\/how-ai-can-reduce-operating-costs-for-singapore-firms\/#primaryimage"},"thumbnailUrl":"https:\/\/asiaecho.com\/sg\/wp-content\/uploads\/2026\/07\/how-ai-can-reduce-operating-costs-for-singapore-firms-1.webp","articleSection":["Lifestyle &amp; Culture"],"inLanguage":"en-US"},{"@type":"WebPage","@id":"https:\/\/asiaecho.com\/sg\/how-ai-can-reduce-operating-costs-for-singapore-firms\/","url":"https:\/\/asiaecho.com\/sg\/how-ai-can-reduce-operating-costs-for-singapore-firms\/","name":"How AI Can Reduce Operating Costs for Singapore Firms - AsiaEcho Singapore","isPartOf":{"@id":"https:\/\/asiaecho.com\/sg\/#website"},"primaryImageOfPage":{"@id":"https:\/\/asiaecho.com\/sg\/how-ai-can-reduce-operating-costs-for-singapore-firms\/#primaryimage"},"image":{"@id":"https:\/\/asiaecho.com\/sg\/how-ai-can-reduce-operating-costs-for-singapore-firms\/#primaryimage"},"thumbnailUrl":"https:\/\/asiaecho.com\/sg\/wp-content\/uploads\/2026\/07\/how-ai-can-reduce-operating-costs-for-singapore-firms-1.webp","datePublished":"2026-09-08T04:29:52+00:00","breadcrumb":{"@id":"https:\/\/asiaecho.com\/sg\/how-ai-can-reduce-operating-costs-for-singapore-firms\/#breadcrumb"},"inLanguage":"en-US","potentialAction":[{"@type":"ReadAction","target":["https:\/\/asiaecho.com\/sg\/how-ai-can-reduce-operating-costs-for-singapore-firms\/"]}]},{"@type":"ImageObject","inLanguage":"en-US","@id":"https:\/\/asiaecho.com\/sg\/how-ai-can-reduce-operating-costs-for-singapore-firms\/#primaryimage","url":"https:\/\/asiaecho.com\/sg\/wp-content\/uploads\/2026\/07\/how-ai-can-reduce-operating-costs-for-singapore-firms-1.webp","contentUrl":"https:\/\/asiaecho.com\/sg\/wp-content\/uploads\/2026\/07\/how-ai-can-reduce-operating-costs-for-singapore-firms-1.webp","width":1920,"height":1080},{"@type":"BreadcrumbList","@id":"https:\/\/asiaecho.com\/sg\/how-ai-can-reduce-operating-costs-for-singapore-firms\/#breadcrumb","itemListElement":[{"@type":"ListItem","position":1,"name":"Durian Daily","item":"https:\/\/asiaecho.com\/sg\/"},{"@type":"ListItem","position":2,"name":"How AI Can Reduce Operating Costs for Singapore Firms"}]},{"@type":"WebSite","@id":"https:\/\/asiaecho.com\/sg\/#website","url":"https:\/\/asiaecho.com\/sg\/","name":"AsiaEcho Singapore","description":"The Pulse of Singapore News, Lifestyle &amp; Business","publisher":{"@id":"https:\/\/asiaecho.com\/sg\/#organization"},"alternateName":"Uncover Singapore\u2019s Trends, Stories & Insights","potentialAction":[{"@type":"SearchAction","target":{"@type":"EntryPoint","urlTemplate":"https:\/\/asiaecho.com\/sg\/?s={search_term_string}"},"query-input":{"@type":"PropertyValueSpecification","valueRequired":true,"valueName":"search_term_string"}}],"inLanguage":"en-US"},{"@type":"Organization","@id":"https:\/\/asiaecho.com\/sg\/#organization","name":"Durian Daily Singapore","alternateName":"Durian Daily Singapore Official","url":"https:\/\/asiaecho.com\/sg\/","logo":{"@type":"ImageObject","inLanguage":"en-US","@id":"https:\/\/asiaecho.com\/sg\/#\/schema\/logo\/image\/","url":"https:\/\/asiaecho.com\/sg\/wp-content\/uploads\/2025\/03\/cropped-durian-daily-blog-singapore.png","contentUrl":"https:\/\/asiaecho.com\/sg\/wp-content\/uploads\/2025\/03\/cropped-durian-daily-blog-singapore.png","width":512,"height":512,"caption":"Durian Daily Singapore"},"image":{"@id":"https:\/\/asiaecho.com\/sg\/#\/schema\/logo\/image\/"}},{"@type":"Person","@id":"https:\/\/asiaecho.com\/sg\/#\/schema\/person\/4a5070aea9810a22687fe7d74a6f2d90","name":"becky fung","url":"https:\/\/asiaecho.com\/sg\/author\/beckyfung\/"}]}},"authors":[{"term_id":36,"user_id":5,"is_guest":0,"slug":"beckyfung","display_name":"becky fung","avatar_url":"https:\/\/asiaecho.com\/sg\/wp-content\/uploads\/2025\/03\/beckyfung-HK.png","author_category":"","first_name":"becky","last_name":"fung","user_url":"","job_title":"","description":""}],"_links":{"self":[{"href":"https:\/\/asiaecho.com\/sg\/wp-json\/wp\/v2\/posts\/806","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/asiaecho.com\/sg\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/asiaecho.com\/sg\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/asiaecho.com\/sg\/wp-json\/wp\/v2\/users\/5"}],"replies":[{"embeddable":true,"href":"https:\/\/asiaecho.com\/sg\/wp-json\/wp\/v2\/comments?post=806"}],"version-history":[{"count":2,"href":"https:\/\/asiaecho.com\/sg\/wp-json\/wp\/v2\/posts\/806\/revisions"}],"predecessor-version":[{"id":1032,"href":"https:\/\/asiaecho.com\/sg\/wp-json\/wp\/v2\/posts\/806\/revisions\/1032"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/asiaecho.com\/sg\/wp-json\/wp\/v2\/media\/1037"}],"wp:attachment":[{"href":"https:\/\/asiaecho.com\/sg\/wp-json\/wp\/v2\/media?parent=806"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/asiaecho.com\/sg\/wp-json\/wp\/v2\/categories?post=806"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/asiaecho.com\/sg\/wp-json\/wp\/v2\/tags?post=806"},{"taxonomy":"author","embeddable":true,"href":"https:\/\/asiaecho.com\/sg\/wp-json\/wp\/v2\/ppma_author?post=806"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}