{"id":14221,"date":"2026-04-21T23:34:19","date_gmt":"2026-04-21T18:04:19","guid":{"rendered":"https:\/\/cataligent.in\/blog\/uncategorized\/questions-to-ask-before-adopting-business-analytics-strategy-in-operational-control\/"},"modified":"2026-06-16T01:00:49","modified_gmt":"2026-06-16T08:00:49","slug":"questions-to-ask-before-adopting-business-analytics-strategy-in-operational-control","status":"publish","type":"post","link":"https:\/\/cataligent.in\/blog\/strategy-planning\/questions-to-ask-before-adopting-business-analytics-strategy-in-operational-control\/","title":{"rendered":"Questions to Ask Before Adopting Business Analytics Strategy in Operational Control"},"content":{"rendered":"<h1>Questions to Ask Before Adopting Business Analytics Strategy in Operational Control<\/h1>\n<p>A business analytics strategy can improve operational control only when it changes how leaders review work, approve decisions, and confirm value. Many enterprise teams buy analytics tools before they decide who owns the measures, which decisions the data should guide, and how exceptions will move from a dashboard into action. For consulting firms and enterprise transformation offices, that gap creates a familiar problem: better charts, but the same weak execution discipline.<\/p>\n<p>The right question is not whether analytics can show more information. The right question is whether the organization is ready to connect business analytics strategy with owners, workflows, financial impact, approval gates, and current reporting visibility. Without that connection, analytics becomes a reporting layer over fragmented spreadsheets, email approvals, and manual status packs.<\/p>\n<h2>Start with the control problem, not the analytics tool<\/h2>\n<p>Operational control is about knowing what is happening, why it is happening, who is accountable, and what decision is needed next. Analytics can support that control, but it cannot create it by itself. If a cost saving initiative misses its forecast, a KPI moves in the wrong direction, or a project milestone slips, the organization still needs an owner, an escalation route, a decision forum, and evidence that the issue has been reviewed.<\/p>\n<p>Before adopting a business analytics strategy, leaders should define the control problem in plain terms. Are reports late? Are forecast values different from actual values? Are workstream owners reporting progress without financial validation? Are strategic initiatives moving through approvals without a clear go or no go record? These questions help separate useful analytics from attractive dashboards that do not change execution behavior.<\/p>\n<ul>\n<li>Which operational decisions should analytics improve?<\/li>\n<li>Which measures require finance or controller validation?<\/li>\n<li>Which reports are currently rebuilt manually in PowerPoint?<\/li>\n<li>Which exceptions should trigger escalation?<\/li>\n<li>Which executives need current reporting visibility across portfolios?<\/li>\n<\/ul>\n<h2>Ask who owns the data after the dashboard is published<\/h2>\n<p>Business analytics often fails because ownership stops at report creation. A dashboard might show project delay, budget variance, savings gap, or resource pressure, but the organization has not defined who must respond. In operational control, data ownership must be linked to business accountability. A measure owner should understand the target, the baseline, the forecast, the actual value, and the action needed when performance changes.<\/p>\n<p>This is especially important in <a href=\"https:\/\/cataligent.in\/business-transformation\">business transformation<\/a> programs, where strategic objectives are delivered through many workstreams. One team may own a milestone, another may control budget, another may validate savings, and another may prepare the steering committee pack. A business analytics strategy must make these responsibilities visible instead of treating reporting as a back office activity.<\/p>\n<h2>Check whether analytics will support decisions or only explain history<\/h2>\n<p>Operational control depends on forward movement. Historical reporting is useful, but leadership teams need to see whether the next decision is clear. A useful analytics model should show implementation progress, value risk, dependency pressure, approval status, and the decision needed at the next review. That is different from showing a static set of metrics after the reporting period has closed.<\/p>\n<p>For example, a PMO may need to know whether a delayed vendor milestone affects a market launch. A CFO may need to know whether forecast savings are still credible. A consulting partner may need to know whether a client steering committee should approve, hold, or cancel a measure. A strategy execution leader may need to know whether a green milestone status hides a red value risk. These are control questions, not only analytics questions.<\/p>\n<h2>Connect analytics with the operating rhythm<\/h2>\n<p>A business analytics strategy should fit the operating rhythm of the enterprise. Weekly workstream reviews, monthly PMO reviews, quarterly business reviews, and steering committee decisions should use the same controlled data logic. If every meeting uses a different spreadsheet, the analytics program will not create control. It will create another layer of reconciliation.<\/p>\n<p>This is where <a href=\"https:\/\/cataligent.in\/multi-project-management-solution\">multi project management<\/a> discipline becomes important. When initiatives roll up from project to program to portfolio, leaders can review operational performance without asking teams to rebuild the same report in different formats. The analytics model should respect that hierarchy so that status, risks, dependencies, and financial effects aggregate without manual consolidation.<\/p>\n<h2>How Cataligent helps through CAT4<\/h2>\n<p>Cataligent helps enterprises and consulting firms connect analytics with governed execution through CAT4, its no code strategy execution platform. CAT4 is not only a place to display performance information. It structures execution through Organization, Portfolio, Program, Project, Measure Package, and Measure levels so analytics can be tied to real accountability.<\/p>\n<p>Inside CAT4, teams can track Implementation Status and Potential Status separately. That matters because a measure can appear healthy on activity while the expected savings or EBITDA contribution is at risk. CAT4 also supports Degree of Implementation stage gates, approval workflows, role based access, planned versus actual tracking, and controller backed closure. Cataligent brings the implementation guidance and configuration support needed to make those controls fit the client&#8217;s operating model.<\/p>\n<p>For 25 years, CAT4 has been trusted in complex execution environments, with 250 plus large enterprise installations and 40,000 plus users worldwide. Those proof points matter when analytics is not a side project, but part of the enterprise control system for strategy execution, transformation governance, financial tracking, and executive reporting.<\/p>\n<h2>Questions leaders should answer before adoption<\/h2>\n<p>Before adopting a business analytics strategy, leadership teams should document a practical answer to six questions. What decisions should analytics improve? Which measures need owner accountability? Which values require finance validation? Which approvals should move through workflow instead of email? Which reporting cadence will govern updates? Which executive reports should be generated from controlled data rather than rebuilt manually?<\/p>\n<p>If these questions are answered clearly, analytics becomes part of management discipline. If they are ignored, teams may gain more dashboards but keep the same problems: unclear ownership, late escalation, manual reporting, weak evidence, and limited trust in reported value.<\/p>\n<h2>Build analytics as part of strategy execution<\/h2>\n<p>The strongest business analytics strategy is not separate from execution. It is embedded in how initiatives are planned, approved, tracked, reported, and closed. That is why Cataligent positions analytics related reporting as part of governed execution rather than as an isolated visualization exercise.<\/p>\n<p>If your organization is trying to turn analytics into operational control, Cataligent can help define the execution model and configure CAT4 to support measures, approvals, value tracking, reporting cadence, and leadership visibility. Explore <a href=\"https:\/\/cataligent.in\/\">Cataligent<\/a> if the goal is not just better reporting, but tighter control from strategy to closure.<\/p>\n<h2>FAQs<\/h2>\n<h3>Q: What should leaders ask before adopting a business analytics strategy?<\/h3>\n<p>They should ask which decisions the analytics will improve, who owns each measure, and how exceptions will move into action. They should also confirm whether financial values, approvals, and reporting cadence are governed before the dashboard is published.<\/p>\n<h3>Q: Why do analytics programs fail to improve operational control?<\/h3>\n<p>They often report performance without changing ownership, escalation, or approval behavior. Operational control improves when analytics is connected to initiative owners, decision rights, value tracking, and evidence based reviews.<\/p>\n<h3>Q: How does Cataligent support business analytics strategy through CAT4?<\/h3>\n<p>Cataligent helps clients connect analytics to execution governance through CAT4, its no code strategy execution platform. CAT4 supports hierarchy based reporting, DoI stage gates, planned versus actual tracking, Implementation Status, Potential Status, and controller backed closure.<\/p>\n","protected":false},"excerpt":{"rendered":"<p>Questions to Ask Before Adopting Business Analytics Strategy in Operational Control A business analytics strategy can improve operational control only when it changes how leaders review work, approve decisions, and confirm value. Many enterprise teams buy analytics tools before they decide who owns the measures, which decisions the data should guide, and how exceptions will [&hellip;]<\/p>\n","protected":false},"author":1,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[2104],"tags":[2033,568,632,1739,2107,1967,2106,2105],"class_list":["post-14221","post","type-post","status-publish","format-standard","hentry","category-strategy-planning","tag-business-strategy","tag-cost-reduction-strategies","tag-cost-reduction-strategy","tag-digital-strategy","tag-planning","tag-strategic-decision-making","tag-strategic-planning","tag-strategy-planning"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v27.4 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>Questions to Ask Before Adopting Business Analytics Strategy in Operational Control - Cataligent<\/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:\/\/cataligent.in\/blog\/uncategorized\/questions-to-ask-before-adopting-business-analytics-strategy-in-operational-control\/\" \/>\n<meta property=\"og:locale\" content=\"en_US\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Questions to Ask Before Adopting Business Analytics Strategy in Operational Control - Cataligent\" \/>\n<meta property=\"og:description\" content=\"Questions to Ask Before Adopting Business Analytics Strategy in Operational Control A business analytics strategy can improve operational control only when it changes how leaders review work, approve decisions, and confirm value. Many enterprise teams buy analytics tools before they decide who owns the measures, which decisions the data should guide, and how exceptions will [&hellip;]\" \/>\n<meta property=\"og:url\" content=\"https:\/\/cataligent.in\/blog\/uncategorized\/questions-to-ask-before-adopting-business-analytics-strategy-in-operational-control\/\" \/>\n<meta property=\"og:site_name\" content=\"Cataligent\" \/>\n<meta property=\"article:publisher\" content=\"https:\/\/www.facebook.com\/Cataligentstrategyimplementation\/\" \/>\n<meta property=\"article:published_time\" content=\"2026-04-21T18:04:19+00:00\" \/>\n<meta property=\"article:modified_time\" content=\"2026-06-16T08:00:49+00:00\" \/>\n<meta name=\"author\" content=\"cat_admin_usr\" \/>\n<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\n<meta name=\"twitter:creator\" content=\"@cataligentindia\" \/>\n<meta name=\"twitter:site\" content=\"@cataligentindia\" \/>\n<meta name=\"twitter:label1\" content=\"Written by\" \/>\n\t<meta name=\"twitter:data1\" content=\"cat_admin_usr\" \/>\n\t<meta name=\"twitter:label2\" content=\"Est. reading time\" \/>\n\t<meta name=\"twitter:data2\" content=\"6 minutes\" \/>\n<script type=\"application\/ld+json\" class=\"yoast-schema-graph\">{\"@context\":\"https:\\\/\\\/schema.org\",\"@graph\":[{\"@type\":\"Article\",\"@id\":\"https:\\\/\\\/cataligent.in\\\/blog\\\/uncategorized\\\/questions-to-ask-before-adopting-business-analytics-strategy-in-operational-control\\\/#article\",\"isPartOf\":{\"@id\":\"https:\\\/\\\/cataligent.in\\\/blog\\\/uncategorized\\\/questions-to-ask-before-adopting-business-analytics-strategy-in-operational-control\\\/\"},\"author\":{\"name\":\"cat_admin_usr\",\"@id\":\"https:\\\/\\\/cataligent.in\\\/blog\\\/#\\\/schema\\\/person\\\/649c37d6027e076e1e76bd18bac05756\"},\"headline\":\"Questions to Ask Before Adopting Business Analytics Strategy in Operational Control\",\"datePublished\":\"2026-04-21T18:04:19+00:00\",\"dateModified\":\"2026-06-16T08:00:49+00:00\",\"mainEntityOfPage\":{\"@id\":\"https:\\\/\\\/cataligent.in\\\/blog\\\/uncategorized\\\/questions-to-ask-before-adopting-business-analytics-strategy-in-operational-control\\\/\"},\"wordCount\":1223,\"commentCount\":0,\"publisher\":{\"@id\":\"https:\\\/\\\/cataligent.in\\\/blog\\\/#organization\"},\"keywords\":[\"Business Strategy\",\"Cost Reduction Strategies\",\"Cost Reduction Strategy\",\"Digital Strategy\",\"Planning\",\"Strategic Decision-Making\",\"Strategic Planning\",\"Strategy Planning\"],\"articleSection\":[\"Strategy Planning\"],\"inLanguage\":\"en-US\",\"potentialAction\":[{\"@type\":\"CommentAction\",\"name\":\"Comment\",\"target\":[\"https:\\\/\\\/cataligent.in\\\/blog\\\/uncategorized\\\/questions-to-ask-before-adopting-business-analytics-strategy-in-operational-control\\\/#respond\"]}]},{\"@type\":\"WebPage\",\"@id\":\"https:\\\/\\\/cataligent.in\\\/blog\\\/uncategorized\\\/questions-to-ask-before-adopting-business-analytics-strategy-in-operational-control\\\/\",\"url\":\"https:\\\/\\\/cataligent.in\\\/blog\\\/uncategorized\\\/questions-to-ask-before-adopting-business-analytics-strategy-in-operational-control\\\/\",\"name\":\"Questions to Ask Before Adopting Business Analytics Strategy in Operational Control - Cataligent\",\"isPartOf\":{\"@id\":\"https:\\\/\\\/cataligent.in\\\/blog\\\/#website\"},\"datePublished\":\"2026-04-21T18:04:19+00:00\",\"dateModified\":\"2026-06-16T08:00:49+00:00\",\"breadcrumb\":{\"@id\":\"https:\\\/\\\/cataligent.in\\\/blog\\\/uncategorized\\\/questions-to-ask-before-adopting-business-analytics-strategy-in-operational-control\\\/#breadcrumb\"},\"inLanguage\":\"en-US\",\"potentialAction\":[{\"@type\":\"ReadAction\",\"target\":[\"https:\\\/\\\/cataligent.in\\\/blog\\\/uncategorized\\\/questions-to-ask-before-adopting-business-analytics-strategy-in-operational-control\\\/\"]}]},{\"@type\":\"BreadcrumbList\",\"@id\":\"https:\\\/\\\/cataligent.in\\\/blog\\\/uncategorized\\\/questions-to-ask-before-adopting-business-analytics-strategy-in-operational-control\\\/#breadcrumb\",\"itemListElement\":[{\"@type\":\"ListItem\",\"position\":1,\"name\":\"Home\",\"item\":\"https:\\\/\\\/cataligent.in\\\/blog\\\/\"},{\"@type\":\"ListItem\",\"position\":2,\"name\":\"Questions to Ask Before Adopting Business Analytics Strategy in Operational Control\"}]},{\"@type\":\"WebSite\",\"@id\":\"https:\\\/\\\/cataligent.in\\\/blog\\\/#website\",\"url\":\"https:\\\/\\\/cataligent.in\\\/blog\\\/\",\"name\":\"https:\\\/\\\/cataligent.in\\\/\",\"description\":\"Strategy Execution Tool for Cost Saving Program\",\"publisher\":{\"@id\":\"https:\\\/\\\/cataligent.in\\\/blog\\\/#organization\"},\"potentialAction\":[{\"@type\":\"SearchAction\",\"target\":{\"@type\":\"EntryPoint\",\"urlTemplate\":\"https:\\\/\\\/cataligent.in\\\/blog\\\/?s={search_term_string}\"},\"query-input\":{\"@type\":\"PropertyValueSpecification\",\"valueRequired\":true,\"valueName\":\"search_term_string\"}}],\"inLanguage\":\"en-US\"},{\"@type\":\"Organization\",\"@id\":\"https:\\\/\\\/cataligent.in\\\/blog\\\/#organization\",\"name\":\"Cataligent Project Pvt. Ltd.\",\"url\":\"https:\\\/\\\/cataligent.in\\\/blog\\\/\",\"logo\":{\"@type\":\"ImageObject\",\"inLanguage\":\"en-US\",\"@id\":\"https:\\\/\\\/cataligent.in\\\/blog\\\/#\\\/schema\\\/logo\\\/image\\\/\",\"url\":\"https:\\\/\\\/cataligent.in\\\/blog\\\/wp-content\\\/uploads\\\/2025\\\/01\\\/logoColored-1.png\",\"contentUrl\":\"https:\\\/\\\/cataligent.in\\\/blog\\\/wp-content\\\/uploads\\\/2025\\\/01\\\/logoColored-1.png\",\"width\":296,\"height\":75,\"caption\":\"Cataligent Project Pvt. Ltd.\"},\"image\":{\"@id\":\"https:\\\/\\\/cataligent.in\\\/blog\\\/#\\\/schema\\\/logo\\\/image\\\/\"},\"sameAs\":[\"https:\\\/\\\/www.facebook.com\\\/Cataligentstrategyimplementation\\\/\",\"https:\\\/\\\/x.com\\\/cataligentindia\",\"https:\\\/\\\/www.linkedin.com\\\/company\\\/cataligentstrategy\\\/\",\"https:\\\/\\\/www.instagram.com\\\/cataligentindia\\\/\"]},{\"@type\":\"Person\",\"@id\":\"https:\\\/\\\/cataligent.in\\\/blog\\\/#\\\/schema\\\/person\\\/649c37d6027e076e1e76bd18bac05756\",\"name\":\"cat_admin_usr\",\"image\":{\"@type\":\"ImageObject\",\"inLanguage\":\"en-US\",\"@id\":\"https:\\\/\\\/secure.gravatar.com\\\/avatar\\\/5a61f472589fc237202ca132bc60e152f3e6a99196f2e24dcf2a5f01626f1b4a?s=96&d=mm&r=g\",\"url\":\"https:\\\/\\\/secure.gravatar.com\\\/avatar\\\/5a61f472589fc237202ca132bc60e152f3e6a99196f2e24dcf2a5f01626f1b4a?s=96&d=mm&r=g\",\"contentUrl\":\"https:\\\/\\\/secure.gravatar.com\\\/avatar\\\/5a61f472589fc237202ca132bc60e152f3e6a99196f2e24dcf2a5f01626f1b4a?s=96&d=mm&r=g\",\"caption\":\"cat_admin_usr\"},\"sameAs\":[\"https:\\\/\\\/cataligent.in\\\/blog\"],\"url\":\"https:\\\/\\\/cataligent.in\\\/blog\\\/author\\\/cat_admin_usr\\\/\"}]}<\/script>\n<!-- \/ Yoast SEO plugin. -->","yoast_head_json":{"title":"Questions to Ask Before Adopting Business Analytics Strategy in Operational Control - Cataligent","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:\/\/cataligent.in\/blog\/uncategorized\/questions-to-ask-before-adopting-business-analytics-strategy-in-operational-control\/","og_locale":"en_US","og_type":"article","og_title":"Questions to Ask Before Adopting Business Analytics Strategy in Operational Control - Cataligent","og_description":"Questions to Ask Before Adopting Business Analytics Strategy in Operational Control A business analytics strategy can improve operational control only when it changes how leaders review work, approve decisions, and confirm value. Many enterprise teams buy analytics tools before they decide who owns the measures, which decisions the data should guide, and how exceptions will [&hellip;]","og_url":"https:\/\/cataligent.in\/blog\/uncategorized\/questions-to-ask-before-adopting-business-analytics-strategy-in-operational-control\/","og_site_name":"Cataligent","article_publisher":"https:\/\/www.facebook.com\/Cataligentstrategyimplementation\/","article_published_time":"2026-04-21T18:04:19+00:00","article_modified_time":"2026-06-16T08:00:49+00:00","author":"cat_admin_usr","twitter_card":"summary_large_image","twitter_creator":"@cataligentindia","twitter_site":"@cataligentindia","twitter_misc":{"Written by":"cat_admin_usr","Est. reading time":"6 minutes"},"schema":{"@context":"https:\/\/schema.org","@graph":[{"@type":"Article","@id":"https:\/\/cataligent.in\/blog\/uncategorized\/questions-to-ask-before-adopting-business-analytics-strategy-in-operational-control\/#article","isPartOf":{"@id":"https:\/\/cataligent.in\/blog\/uncategorized\/questions-to-ask-before-adopting-business-analytics-strategy-in-operational-control\/"},"author":{"name":"cat_admin_usr","@id":"https:\/\/cataligent.in\/blog\/#\/schema\/person\/649c37d6027e076e1e76bd18bac05756"},"headline":"Questions to Ask Before Adopting Business Analytics Strategy in Operational Control","datePublished":"2026-04-21T18:04:19+00:00","dateModified":"2026-06-16T08:00:49+00:00","mainEntityOfPage":{"@id":"https:\/\/cataligent.in\/blog\/uncategorized\/questions-to-ask-before-adopting-business-analytics-strategy-in-operational-control\/"},"wordCount":1223,"commentCount":0,"publisher":{"@id":"https:\/\/cataligent.in\/blog\/#organization"},"keywords":["Business Strategy","Cost Reduction Strategies","Cost Reduction Strategy","Digital Strategy","Planning","Strategic Decision-Making","Strategic Planning","Strategy Planning"],"articleSection":["Strategy Planning"],"inLanguage":"en-US","potentialAction":[{"@type":"CommentAction","name":"Comment","target":["https:\/\/cataligent.in\/blog\/uncategorized\/questions-to-ask-before-adopting-business-analytics-strategy-in-operational-control\/#respond"]}]},{"@type":"WebPage","@id":"https:\/\/cataligent.in\/blog\/uncategorized\/questions-to-ask-before-adopting-business-analytics-strategy-in-operational-control\/","url":"https:\/\/cataligent.in\/blog\/uncategorized\/questions-to-ask-before-adopting-business-analytics-strategy-in-operational-control\/","name":"Questions to Ask Before Adopting Business Analytics Strategy in Operational Control - Cataligent","isPartOf":{"@id":"https:\/\/cataligent.in\/blog\/#website"},"datePublished":"2026-04-21T18:04:19+00:00","dateModified":"2026-06-16T08:00:49+00:00","breadcrumb":{"@id":"https:\/\/cataligent.in\/blog\/uncategorized\/questions-to-ask-before-adopting-business-analytics-strategy-in-operational-control\/#breadcrumb"},"inLanguage":"en-US","potentialAction":[{"@type":"ReadAction","target":["https:\/\/cataligent.in\/blog\/uncategorized\/questions-to-ask-before-adopting-business-analytics-strategy-in-operational-control\/"]}]},{"@type":"BreadcrumbList","@id":"https:\/\/cataligent.in\/blog\/uncategorized\/questions-to-ask-before-adopting-business-analytics-strategy-in-operational-control\/#breadcrumb","itemListElement":[{"@type":"ListItem","position":1,"name":"Home","item":"https:\/\/cataligent.in\/blog\/"},{"@type":"ListItem","position":2,"name":"Questions to Ask Before Adopting Business Analytics Strategy in Operational Control"}]},{"@type":"WebSite","@id":"https:\/\/cataligent.in\/blog\/#website","url":"https:\/\/cataligent.in\/blog\/","name":"https:\/\/cataligent.in\/","description":"Strategy Execution Tool for Cost Saving Program","publisher":{"@id":"https:\/\/cataligent.in\/blog\/#organization"},"potentialAction":[{"@type":"SearchAction","target":{"@type":"EntryPoint","urlTemplate":"https:\/\/cataligent.in\/blog\/?s={search_term_string}"},"query-input":{"@type":"PropertyValueSpecification","valueRequired":true,"valueName":"search_term_string"}}],"inLanguage":"en-US"},{"@type":"Organization","@id":"https:\/\/cataligent.in\/blog\/#organization","name":"Cataligent Project Pvt. Ltd.","url":"https:\/\/cataligent.in\/blog\/","logo":{"@type":"ImageObject","inLanguage":"en-US","@id":"https:\/\/cataligent.in\/blog\/#\/schema\/logo\/image\/","url":"https:\/\/cataligent.in\/blog\/wp-content\/uploads\/2025\/01\/logoColored-1.png","contentUrl":"https:\/\/cataligent.in\/blog\/wp-content\/uploads\/2025\/01\/logoColored-1.png","width":296,"height":75,"caption":"Cataligent Project Pvt. Ltd."},"image":{"@id":"https:\/\/cataligent.in\/blog\/#\/schema\/logo\/image\/"},"sameAs":["https:\/\/www.facebook.com\/Cataligentstrategyimplementation\/","https:\/\/x.com\/cataligentindia","https:\/\/www.linkedin.com\/company\/cataligentstrategy\/","https:\/\/www.instagram.com\/cataligentindia\/"]},{"@type":"Person","@id":"https:\/\/cataligent.in\/blog\/#\/schema\/person\/649c37d6027e076e1e76bd18bac05756","name":"cat_admin_usr","image":{"@type":"ImageObject","inLanguage":"en-US","@id":"https:\/\/secure.gravatar.com\/avatar\/5a61f472589fc237202ca132bc60e152f3e6a99196f2e24dcf2a5f01626f1b4a?s=96&d=mm&r=g","url":"https:\/\/secure.gravatar.com\/avatar\/5a61f472589fc237202ca132bc60e152f3e6a99196f2e24dcf2a5f01626f1b4a?s=96&d=mm&r=g","contentUrl":"https:\/\/secure.gravatar.com\/avatar\/5a61f472589fc237202ca132bc60e152f3e6a99196f2e24dcf2a5f01626f1b4a?s=96&d=mm&r=g","caption":"cat_admin_usr"},"sameAs":["https:\/\/cataligent.in\/blog"],"url":"https:\/\/cataligent.in\/blog\/author\/cat_admin_usr\/"}]}},"_links":{"self":[{"href":"https:\/\/cataligent.in\/blog\/wp-json\/wp\/v2\/posts\/14221","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/cataligent.in\/blog\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/cataligent.in\/blog\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/cataligent.in\/blog\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/cataligent.in\/blog\/wp-json\/wp\/v2\/comments?post=14221"}],"version-history":[{"count":0,"href":"https:\/\/cataligent.in\/blog\/wp-json\/wp\/v2\/posts\/14221\/revisions"}],"wp:attachment":[{"href":"https:\/\/cataligent.in\/blog\/wp-json\/wp\/v2\/media?parent=14221"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/cataligent.in\/blog\/wp-json\/wp\/v2\/categories?post=14221"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/cataligent.in\/blog\/wp-json\/wp\/v2\/tags?post=14221"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}