{"id":1389,"date":"2026-06-04T14:37:09","date_gmt":"2026-06-04T14:37:09","guid":{"rendered":"https:\/\/www.dcirrus.com\/blog\/?p=1389"},"modified":"2026-06-04T14:37:11","modified_gmt":"2026-06-04T14:37:11","slug":"ai-vdr-investor-communication-guide","status":"publish","type":"post","link":"https:\/\/www.dcirrus.com\/blog\/2026\/06\/ai-vdr-investor-communication-guide\/","title":{"rendered":"AI and the IPO Data Room: A Beginner\u2019s Guide to Better Investor Communication"},"content":{"rendered":"\n<p>Picture this: a potential lead investor emails at 9 PM asking for the latest restated financials. Three people on your team send three different files. One is outdated. Nobody knows which version is &#8220;final.&#8221; The Q&amp;A thread is split across six email chains, and you have no record of who accessed what.<\/p>\n\n\n\n<p class=\"py-4\">This is the classic IPO communication breakdown. Scattered emails, version confusion, slow retrieval, repeated questions, and no visibility into engagement. Under DRHP timeline pressure, this isn&#8217;t just friction. It creates audit gaps and insider-risk exposure.<\/p>\n\n\n\n<p><a href=\"https:\/\/www.dcirrus.com\/blog\/2026\/05\/ai-vdr-indian-ipo-diligence\">AI-enabled virtual data rooms<\/a>&nbsp;solve this by adding an intelligence and control layer on top of secure storage. The result is faster document discovery, tighter access, auditable Q&amp;A, and fewer &#8220;where is that file?&#8221; loops.<\/p>\n\n\n\n<p class=\"py-4\">This guide provides a&nbsp;<strong>7-point Investor-First AI VDR Checklist<\/strong>&nbsp;and a lightweight operating model so you know exactly where to start.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">What Changes When an IPO Data Room Becomes &#8220;AI-Enabled&#8221;?<\/h2>\n\n\n\n<p class=\"py-4\">A standard VDR is a controlled repository, which is secure storage with permissions. An AI-enabled VDR adds an intelligence layer on top. It organizes, classifies, and surfaces information rather than just holding it.<\/p>\n\n\n\n<p><strong>Myth:<\/strong>&nbsp;AI in a VDR means the platform automates your diligence judgment.&nbsp;<strong>Reality:<\/strong>&nbsp;It reduces manual work so your team can spend its time on decisions, not retrieval.<\/p>\n\n\n\n<p class=\"py-4\">Here are three practical differences for investor communication:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>Faster document discovery:<\/strong>\u00a0AI indexes and categorizes files automatically, so investors and advisors find what they need without asking you.<\/li>\n\n\n\n<li><strong>Quicker response prep:<\/strong>\u00a0Clause recognition and metadata search cut the time it takes to locate supporting evidence for investor questions.<\/li>\n\n\n\n<li><strong>Fewer errors:<\/strong>\u00a0Automated categorization reduces the chance that the wrong version of a document surfaces.<\/li>\n<\/ul>\n\n\n\n<p class=\"py-4\">What it&#8217;s&nbsp;<em>not<\/em>: a replacement for diligence judgment, legal review, or regulatory approval.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">What&#8217;s the 7-Point AI IPO Data Room Checklist for Better Investor Communication?<\/h2>\n\n\n\n<p class=\"py-4\">Use this framework to score your current process and identify the two biggest bottlenecks to fix first.<\/p>\n\n\n\n<p><strong>The Investor-First AI VDR Checklist:<\/strong><\/p>\n\n\n\n<ol class=\"wp-block-list\">\n<li>Fast setup with a clean structure<\/li>\n\n\n\n<li>Investor-grade search and discovery<\/li>\n\n\n\n<li>Permissions that match IPO party complexity<\/li>\n\n\n\n<li>An audit trail that stands up to scrutiny<\/li>\n\n\n\n<li>Leak deterrence and post-download control<\/li>\n\n\n\n<li>Centralized Q&amp;A with version control<\/li>\n\n\n\n<li>Engagement visibility without guesswork<\/li>\n<\/ol>\n\n\n\n<p class=\"py-4\">Work through each check below. The areas where your setup scores weakest are where you should start.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">1) How Do You Set Up an IPO Room Fast Without Creating Chaos Later?<\/h2>\n\n\n\n<p class=\"py-4\">Speed is good. Speed without structure creates a mess you&#8217;ll pay for in week six when investors start asking for documents you can&#8217;t find.<\/p>\n\n\n\n<p><strong>Do this:<\/strong><\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Build a consistent folder structure from day one: Financial, Legal, Commercial\/Ops, Corporate Governance, and Regulatory Drafts.<\/li>\n\n\n\n<li>Lock naming conventions (e.g., Date_Version_Owner) before the first upload.<\/li>\n\n\n\n<li>Assign one upload owner per folder. No exceptions.<\/li>\n\n\n\n<li>Define a single &#8220;source of truth&#8221; location for each document type.<\/li>\n\n\n\n<li>Decide upfront what each party sees: investors, advisors, and the internal team.<\/li>\n<\/ul>\n\n\n\n<p class=\"py-4\"><strong>Avoid this:<\/strong><\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Letting multiple team members create their own folder logic.<\/li>\n\n\n\n<li>Uploading &#8220;working drafts&#8221; into investor-visible folders.<\/li>\n\n\n\n<li>Skipping version labels because &#8220;everyone knows which one is current.&#8221;<\/li>\n<\/ul>\n\n\n\n<p class=\"py-4\">Getting the structure right on day one saves weeks of searching for documents during peak diligence.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">2) Which AI Search and Document Intelligence Features Actually Help Investors?<\/h2>\n\n\n\n<p class=\"py-4\">Investor communication slows when your team can&#8217;t locate the right clause or document quickly enough. That delay signals disorganization, even when the underlying work is solid.<\/p>\n\n\n\n<p>Good AI document intelligence addresses this directly. DCirrus VDR, for example, includes&nbsp;<strong>smart indexing<\/strong>,&nbsp;<strong>automated categorization<\/strong>,&nbsp;<strong>clause recognition<\/strong>,&nbsp;<strong>metadata search<\/strong>, and&nbsp;<strong>AI-assisted redaction<\/strong>. These capabilities accelerate document review and reduce manual retrieval effort across large file sets.<\/p>\n\n\n\n<p class=\"py-4\"><strong>Feature \u2192 investor benefit \u2192 banker benefit:<\/strong><\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>Smart indexing + automated categorization:<\/strong>\u00a0Investors find documents without a guided tour. Your team spends less time fielding &#8220;where is it?&#8221; questions.<\/li>\n\n\n\n<li><strong>Clause recognition:<\/strong>\u00a0Locate critical terms (like representations or lock-in periods) in seconds instead of manually scanning PDFs.<\/li>\n\n\n\n<li><strong>Metadata search:<\/strong>\u00a0Filter thousands of files by date, type, or owner. This is essential when a room holds over 2,000 documents.<\/li>\n\n\n\n<li><strong>AI-assisted redaction:<\/strong>\u00a0Share sensitive documents safely without a manual line-by-line review before each release.<\/li>\n<\/ul>\n\n\n\n<p class=\"py-4\">This is especially important for scanned PDFs and legacy documents. An OCR\/NLP-style search removes the &#8220;I can&#8217;t find it in the scan&#8221; excuse.<\/p>\n\n\n\n<p>A common failure is when AI search is live but permissions are inconsistent and versions aren&#8217;t controlled. The results are technically correct but practically unreliable. Fix your structure first (Check 1), then layer AI search on top.<\/p>\n\n\n\n<h2 class=\"wp-block-heading py-4\">3) What Permission Model Works When 10+ Parties Need Access?<\/h2>\n\n\n\n<p>Multi-party IPO workflows create two connected risks:&nbsp;<strong>oversharing<\/strong>&nbsp;(everyone sees everything) and&nbsp;<strong>admin burden<\/strong>&nbsp;(permissions become too complex to maintain). Both create leakage risk and audit gaps.<\/p>\n\n\n\n<p class=\"py-4\">The guiding principle is&nbsp;<strong>least privilege by default<\/strong>. Grant the minimum access needed to do the job, then expand it intentionally.<\/p>\n\n\n\n<figure class=\"wp-block-table is-style-stripes\"><table class=\"has-fixed-layout\"><thead><tr><th>Party<\/th><th>Access Level<\/th><\/tr><\/thead><tbody><tr><td>External investors<\/td><td>View-only; no download\/print on sensitive docs<\/td><\/tr><tr><td>Legal counsel \/ auditors<\/td><td>Folder-level read + download; tracked<\/td><\/tr><tr><td>Underwriters<\/td><td>Defined sections; no cross-workstream access<\/td><\/tr><tr><td>Internal deal team<\/td><td>Admin + upload + Q&amp;A moderation<\/td><\/tr><\/tbody><\/table><\/figure>\n\n\n\n<p class=\"py-4\">Use these additional controls:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>Separate workstreams at the folder level<\/strong>\u00a0so legal, financial, and underwriter folders are distinct.<\/li>\n\n\n\n<li><strong>Device and IP restrictions<\/strong>\u00a0for high-risk groups or external parties.<\/li>\n\n\n\n<li><strong>2FA\/MFA<\/strong>\u00a0as a baseline for all external access.<\/li>\n<\/ul>\n\n\n\n<p class=\"py-4\">DCirrus VDR supports granular folder- and file-level permissions, device-level approval using unique device IDs, IP address restrictions, and 2FA\/MFA. This ensures each party&#8217;s access is both precise and auditable.<\/p>\n\n\n\n<p>A common mistake is using one shared login or blanket folder access &#8220;to save time.&#8221; This eliminates your ability to answer &#8220;who saw what&#8221; if a question arises later.<\/p>\n\n\n\n<h2 class=\"wp-block-heading py-4\">4) What Does an Audit Trail Need to Prove for IPO Diligence?<\/h2>\n\n\n\n<p>When a regulator or client questions your diligence process, your audit trail is your evidence. &#8220;We sent it&#8221; isn&#8217;t enough. You need to prove who accessed what, when, from where, and what changed.<\/p>\n\n\n\n<p class=\"py-4\"><strong>A credible audit trail captures:<\/strong><\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>User identity and role at the time of access<\/li>\n\n\n\n<li>Timestamps on every file action (view, download, upload)<\/li>\n\n\n\n<li>IP address or location signals, where available<\/li>\n\n\n\n<li>Permission changes (who granted what, and when)<\/li>\n\n\n\n<li>Version history for every document<\/li>\n\n\n\n<li>Full Q&amp;A history, including questions asked and answers given<\/li>\n<\/ul>\n\n\n\n<p class=\"py-4\">DCirrus VDR&#8217;s audit trail and document tracking can export this activity into usable records, including indexes and usage graphs in Excel, so you can produce a&nbsp;<a href=\"https:\/\/www.dcirrus.com\/blog\/2026\/04\/pre-submission-audit-readiness-review-a-10-point-checklist-for-access-logs-completeness-and-q-and-a-traceability\">full access history<\/a>&nbsp;quickly.<\/p>\n\n\n\n<p>This improves investor communication by eliminating disputes over who received what. It also accelerates follow-ups and gives you a clean escalation path for internal questions.<\/p>\n\n\n\n<p class=\"py-4\"><strong>Operating tip:<\/strong>&nbsp;During critical windows like the roadshow period, assign one person to review audit logs at defined intervals. Don&#8217;t wait for a problem to discover you have a gap.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">5) How Do You Deter Leaks and Reduce Insider-Risk Exposure?<\/h2>\n\n\n\n<p class=\"py-4\">You can&#8217;t eliminate every risk. But you can make unauthorized distribution much harder and make attribution straightforward if something does leak.<\/p>\n\n\n\n<p><strong>Controls to implement:<\/strong><\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><a href=\"https:\/\/www.dcirrus.com\/blog\/2025\/11\/digital-rights-management-in-virtual-data-rooms-protecting-your-most-valuable-assets\"><strong>Document-level DRM<\/strong><\/a><strong>:<\/strong>\u00a0Restrict printing, copying, and sharing at the file level, not just the folder level.<\/li>\n\n\n\n<li><strong>Expiring downloads:<\/strong>\u00a0Set time limits on downloaded files so access doesn&#8217;t persist indefinitely.<\/li>\n\n\n\n<li><strong>Revocable access:<\/strong>\u00a0Have the ability to pull access immediately if a party&#8217;s role changes or a concern arises.<\/li>\n\n\n\n<li><strong>Dynamic watermarking:<\/strong>\u00a0Embed the viewer&#8217;s login, IP address, and timestamp into documents, making the source of any leak traceable.<\/li>\n\n\n\n<li><strong>256-bit encryption<\/strong>\u00a0in transit and at rest as a baseline security measure.<\/li>\n<\/ul>\n\n\n\n<p class=\"py-4\">DCirrus VDR combines DRM controls, expiry-based download management, and&nbsp;<a href=\"https:\/\/www.spglobal.com\/market-intelligence\/en\/news-insights\/research\/2026\/04\/are-we-the-data-data-ownership-and-control-dynamics-in-the-genai-age\" target=\"_blank\" rel=\"noopener\">dynamic watermarking<\/a>&nbsp;with user login, IP, and timestamp. This functions as both a deterrent and a traceability tool.<\/p>\n\n\n\n<p><strong>Process layer (beyond the tool):<\/strong><\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Segregate &#8220;high sensitivity&#8221; folders (like pricing and board materials) with stricter controls.<\/li>\n\n\n\n<li>Stage your document releases. Don&#8217;t share everything at once during early diligence.<\/li>\n\n\n\n<li>Run a pre-share redaction check before releasing any document to a new party.<\/li>\n<\/ul>\n\n\n\n<h2 class=\"wp-block-heading py-4\">6) How Do You Run Investor Q&amp;A and Versioning Without Email Chaos?<\/h2>\n\n\n\n<p class=\"py-4\">IPO Q&amp;A breaks when questions splinter across inboxes. One investor asks about the promoter lock-in period. Legal responds via email, while Finance responds separately with different numbers. Neither response is recorded in the data room. Now you have contradictory answers and no audit trail.<\/p>\n\n\n\n<p>The fix is centralized, moderated Q&amp;A with strict version control. DCirrus VDR includes&nbsp;<strong>built-in Q&amp;A discussion forums<\/strong>,&nbsp;<strong>secure messaging<\/strong>,&nbsp;<strong>document commenting and annotations<\/strong>,&nbsp;<strong>automated notifications<\/strong>, and&nbsp;<strong>version control<\/strong>. These features keep communications inside one controlled, auditable system.<\/p>\n\n\n\n<p class=\"py-4\"><strong>A minimal workflow that scales:<\/strong><\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>Intake:<\/strong>\u00a0All questions enter one Q&amp;A channel, tagged by topic and linked to the relevant folder.<\/li>\n\n\n\n<li><strong>Triage:<\/strong>\u00a0Assign the question to the correct owner (legal, finance, or compliance) within 24 hours.<\/li>\n\n\n\n<li><strong>Response:<\/strong>\u00a0Answers should link directly to source documents or sections, not just offer paraphrases.<\/li>\n\n\n\n<li><strong>Close the loop:<\/strong>\u00a0Publish the response, notify relevant parties, and archive the thread.<\/li>\n<\/ul>\n\n\n\n<p class=\"py-4\"><strong>Version rules:<\/strong><\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Never overwrite a document without creating a new version record.<\/li>\n\n\n\n<li>Maintain separate areas for &#8220;final for investor view&#8221; and &#8220;work-in-progress.&#8221;<\/li>\n<\/ul>\n\n\n\n<p class=\"py-4\">A common failure is sharing a &#8220;final&#8221; document via email while the data room holds a newer version. This creates immediate version confusion and audit inconsistency.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">How Do You Implement This Across Your Deal Team and Measure Improvement?<\/h2>\n\n\n\n<p class=\"py-4\">The checklist fails when nobody owns it. Adoption breaks when structure, permissions, Q&amp;A hygiene, and reporting have no clear home.<\/p>\n\n\n\n<p><strong>Assign four roles before the room goes live:<\/strong><\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>VDR Admin:<\/strong>\u00a0Owns folder structure, permissions, and configuration.<\/li>\n\n\n\n<li><strong>Document Owners:<\/strong>\u00a0One per workstream, responsible for uploads and versioning.<\/li>\n\n\n\n<li><strong>Q&amp;A Moderator:<\/strong>\u00a0Manages intake, routing, and response closure.<\/li>\n\n\n\n<li><strong>Compliance\/Reviewer:<\/strong>\u00a0Reviews audit logs at defined intervals and owns the exportable record.<\/li>\n<\/ul>\n\n\n\n<p class=\"py-4\">DCirrus VDR supports both SaaS and on-premise deployment, with&nbsp;<a href=\"https:\/\/www.dcirrus.com\/blog\/2026\/05\/sebi-vdr-checklist-ipo\">data residency requirements<\/a>&nbsp;for clients who have specific data residency requirements under India&#8217;s DPDP Act. It also offers web and mobile apps for roadshow access. Audit exports in Excel format support your Compliance\/Reviewer without needing custom reports.<\/p>\n\n\n\n<p><strong>Four beginner KPIs to track:<\/strong><\/p>\n\n\n\n<ol class=\"wp-block-list\">\n<li><strong>Median time to answer investor questions<\/strong>\u00a0(target: under 24 hours)<\/li>\n\n\n\n<li><strong>% of repeat questions on the same topic<\/strong>\u00a0(should decline by week three)<\/li>\n\n\n\n<li><strong>Time to locate the top 10 critical documents internally<\/strong>\u00a0(benchmark this on day one)<\/li>\n\n\n\n<li><strong>Audit readiness drill time:<\/strong>\u00a0How fast can you produce a full access and Q&amp;A history on demand?<\/li>\n<\/ol>\n\n\n\n<p class=\"py-4\">Reuse folder templates, naming conventions, and permission models across deals. The setup cost drops significantly by your third deal.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">Summary and Next Steps: What Should You Do in the Next 7 Days?<\/h2>\n\n\n\n<p class=\"py-4\">AI in an IPO data room isn&#8217;t about fancier storage. It&#8217;s about&nbsp;<strong>findability<\/strong>,&nbsp;<strong>controlled access<\/strong>,&nbsp;<strong>auditability<\/strong>, and&nbsp;<strong>Q&amp;A traceability<\/strong>. These four elements reduce investor friction and regulatory risk at the same time.<\/p>\n\n\n\n<p>Pick your two biggest bottlenecks from the checklist and fix those first.<\/p>\n\n\n\n<p class=\"py-4\"><strong>7-day plan:<\/strong><\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>Day 1\u20132:<\/strong>\u00a0Standardize folder structure, naming conventions, and upload ownership.<\/li>\n\n\n\n<li><strong>Day 3:<\/strong>\u00a0Lock the permission model for each party type.<\/li>\n\n\n\n<li><strong>Day 4\u20135:<\/strong>\u00a0Move all Q&amp;A into one controlled channel. Retire the email threads.<\/li>\n\n\n\n<li><strong>Day 6\u20137:<\/strong>\u00a0Enable an audit trail review routine and assign the Compliance\/Reviewer role.<\/li>\n<\/ul>\n\n\n\n<p class=\"py-4\">AI search and engagement reporting compound these gains once the foundation is in place. Don&#8217;t skip the foundation.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">FAQ<\/h2>\n\n\n\n<p class=\"py-4\"><strong>What&#8217;s the difference between an AI VDR and using SharePoint or Google Drive for IPO documents?<\/strong><\/p>\n\n\n\n<p>SharePoint and Google Drive provide file storage with basic access controls. They lack document-level DRM (like print\/copy restrictions), dynamic watermarking, granular audit trails with IP logging, built-in Q&amp;A workflows, or AI-powered clause recognition. For IPO diligence, these gaps in access control and auditing create significant regulatory and insider risk.<\/p>\n\n\n\n<p class=\"py-4\"><strong>Which AI features matter most first for a beginner team; search, tagging, or redaction?<\/strong><\/p>\n\n\n\n<p>Start with&nbsp;<strong>automated categorization and metadata search<\/strong>. These two directly reduce the &#8220;I can&#8217;t find it&#8221; friction that slows investor responses. Redaction is most important when you&#8217;re preparing documents for a wider release, so prioritize it before each distribution wave, not on day one.<\/p>\n\n\n\n<p class=\"py-4\"><strong>How do audit trails help if a regulator or client questions diligence completeness?<\/strong><\/p>\n\n\n\n<p>A good audit trail produces a timestamped record of who accessed which document, when, and from where, along with the full Q&amp;A history. That is your evidence of process. Without it, &#8220;we shared the document&#8221; is an assertion, not a provable fact.<\/p>\n\n\n\n<p class=\"py-4\"><strong>What&#8217;s the safest default permission set for external investors during early diligence?<\/strong><\/p>\n\n\n\n<p>View-only access with no download or print rights on sensitive materials, plus dynamic watermarking enabled. This is your least-privilege baseline. You can expand access intentionally as diligence progresses and trust is established.<\/p>\n\n\n\n<p class=\"py-4\"><strong>How do we avoid contradictory answers when multiple advisors respond to the same investor question?<\/strong><\/p>\n\n\n\n<p>Route all questions through a single Q&amp;A channel with one designated moderator. The moderator assigns questions to the right owner, reviews the response before it&#8217;s published, and links the answer to the source document. No direct investor replies from individual inboxes.<\/p>\n\n\n\n<p class=\"py-4\"><strong>Can we support cross-border counsel or investors while maintaining data protection expectations?<\/strong><\/p>\n\n\n\n<p>Yes. Platforms with multi-region infrastructure and data localization options let you choose where data resides. This supports compliance with regulations like India&#8217;s DPDP Act and accommodates international parties with their own requirements. Access controls and 2FA apply regardless of geography.<\/p>\n\n\n\n<p class=\"py-4\"><strong>What are the early warning signs our data room is slowing the deal instead of accelerating it?<\/strong><\/p>\n\n\n\n<p>Watch for rising repeat questions on the same topic, an increasing delay between an investor question and your response, team members emailing documents instead of using the room, and incomplete audit logs. Any of these signals a process gap that will compound under roadshow pressure.<\/p>\n\n\n\n<h2 class=\"wp-block-heading py-4\">Want an IPO-Ready Data Room That Improves Investor Communication Without Adding Admin Overhead?<\/h2>\n\n\n\n<p>DCirrus VDR combines granular permissions, DRM controls, dynamic watermarking, AI-powered document intelligence, and centralized Q&amp;A in a single platform built for high-stakes transactions. Secure investor access, accelerate document discovery, and maintain complete audit trails, all without the overhead of legacy VDR solutions.<\/p>\n\n\n\n<p class=\"py-4\"><a href=\"https:\/\/www.dcirrus.com\/request-a-demo\/\">Book a free demo \u2014 DCirrus VDR<\/a><\/p>\n\n\n\n<p><\/p>\n","protected":false},"excerpt":{"rendered":"<p>Picture this: a potential lead investor emails at 9 PM asking for the latest restated financials. Three people on your team send three different files. One is outdated. Nobody knows which version is &#8220;final.&#8221; The Q&amp;A thread is split across six email chains, and you have no record of who accessed what. This is the [&hellip;]<\/p>\n","protected":false},"author":1,"featured_media":1390,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[1],"tags":[],"class_list":["post-1389","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-technology"],"_links":{"self":[{"href":"https:\/\/www.dcirrus.com\/blog\/wp-json\/wp\/v2\/posts\/1389","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.dcirrus.com\/blog\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/www.dcirrus.com\/blog\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/www.dcirrus.com\/blog\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/www.dcirrus.com\/blog\/wp-json\/wp\/v2\/comments?post=1389"}],"version-history":[{"count":1,"href":"https:\/\/www.dcirrus.com\/blog\/wp-json\/wp\/v2\/posts\/1389\/revisions"}],"predecessor-version":[{"id":1392,"href":"https:\/\/www.dcirrus.com\/blog\/wp-json\/wp\/v2\/posts\/1389\/revisions\/1392"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/www.dcirrus.com\/blog\/wp-json\/wp\/v2\/media\/1390"}],"wp:attachment":[{"href":"https:\/\/www.dcirrus.com\/blog\/wp-json\/wp\/v2\/media?parent=1389"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.dcirrus.com\/blog\/wp-json\/wp\/v2\/categories?post=1389"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.dcirrus.com\/blog\/wp-json\/wp\/v2\/tags?post=1389"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}