{"id":7756,"date":"2026-11-12T16:21:15","date_gmt":"2026-11-12T20:21:15","guid":{"rendered":"https:\/\/solutionsreview.com\/identity-management\/?p=7756"},"modified":"2026-11-12T16:21:23","modified_gmt":"2026-11-12T20:21:23","slug":"why-identity-security-buyers-should-make-research-part-of-every-evaluation","status":"publish","type":"post","link":"https:\/\/solutionsreview.com\/identity-management\/why-identity-security-buyers-should-make-research-part-of-every-evaluation\/","title":{"rendered":"Why Identity Security Buyers Should Make Research Part of Every Evaluation"},"content":{"rendered":"<p><a href=\"https:\/\/solutionsreview.com\/identity-management\/files\/2026\/11\/Why-Identity-Security-Buyers-Should-Make-Research-Part-of-Every-Evaluation.jpeg\"><img loading=\"lazy\" decoding=\"async\" class=\"aligncenter size-medium_large wp-image-7757\" src=\"https:\/\/solutionsreview.com\/identity-management\/files\/2026\/11\/Why-Identity-Security-Buyers-Should-Make-Research-Part-of-Every-Evaluation-768x384.jpeg\" alt=\"Why Identity Security Buyers Should Make Research Part of Every Evaluation\" width=\"768\" height=\"384\" srcset=\"https:\/\/solutionsreview.com\/identity-management\/files\/2026\/11\/Why-Identity-Security-Buyers-Should-Make-Research-Part-of-Every-Evaluation-768x384.jpeg 768w, https:\/\/solutionsreview.com\/identity-management\/files\/2026\/11\/Why-Identity-Security-Buyers-Should-Make-Research-Part-of-Every-Evaluation-300x150.jpeg 300w, https:\/\/solutionsreview.com\/identity-management\/files\/2026\/11\/Why-Identity-Security-Buyers-Should-Make-Research-Part-of-Every-Evaluation.jpeg 800w\" sizes=\"(max-width: 768px) 100vw, 768px\" \/><\/a><\/p>\n<p style=\"text-align: justify;\"><em><strong>As part of Solutions Review\u2019s ongoing coverage of the evolving cybersecurity market, our editors explain why identity security buyers should make research, first- and third-party alike, a crucial part of their evaluations.<\/strong><\/em><\/p>\n<p style=\"text-align: justify;\">Identity security buyers face a difficult task: evaluating products designed to distinguish legitimate access from malicious activity that often looks nearly identical. Vendor demonstrations, reference calls, and product documentation can help explain a solution\u2019s capabilities, but they rarely provide the full picture.<\/p>\n<p style=\"text-align: justify;\">That challenge has grown as identity security has expanded beyond Single Sign-On (SSO) and multifactor authentication (MFA). Buyers must now assess claims about AI-driven threat detection, automated access governance, and protection for machine and AI agent identities.<\/p>\n<p style=\"text-align: justify;\">Research studies and reports can help buyers understand those developments and turn broad concerns into specific evaluation criteria. Threat reports, market studies, technical assessments, and deployment findings serve different purposes, but each can inform a purchasing decision when its evidence and limitations are clear. The objective is not to collect more reports. It is to use relevant findings to ask better questions, design stronger evaluations, and identify gaps before committing to a solution.<\/p>\n<h3><strong>Why Identity Security Requires a Research-Informed Approach<\/strong><\/h3>\n<p>Some security technologies lend themselves to relatively straightforward testing. An endpoint security evaluation, for example, can include known malware samples and simulated attack techniques to assess how a product responds.<\/p>\n<p>Identity security presents a different challenge. A stolen session token, an unexpected permission change to a service account, or an MFA fatigue attack may involve activity that initially resembles legitimate use. Evaluating a solution\u2019s response requires more than confirming that a feature appears in the interface.<\/p>\n<p>Reproducing realistic attack conditions safely during a 30-day pilot is also difficult, particularly when production directories and employee accounts are involved. Without a well-defined testing plan, buyers can end up evaluating dashboards and workflows rather than detection effectiveness.<\/p>\n<p>Environmental complexity adds another layer. <a href=\"https:\/\/solutionsreview.com\/identity-management\/ai-agents-zero-trust-and-the-new-identity-paradigm\/\" target=\"_blank\" rel=\"noopener\">Enterprise identity infrastructure<\/a> can span on-premises Active Directory, multiple cloud identity providers, SaaS applications, service accounts, API keys, and AI agents. A clean demonstration environment may not reflect those dependencies or the legacy trust relationships a product will encounter.<\/p>\n<p>Research can help buyers account for these challenges before testing begins. Threat studies can inform attack scenarios, while deployment reports can highlight integration requirements and operational limitations. Those findings provide a starting point for evaluating what matters in the buyer\u2019s own environment.<\/p>\n<h3><strong>The State of AI-Native Cybersecurity: Moving Beyond Feature Claims<\/strong><\/h3>\n<p><a href=\"https:\/\/solutionsreview.com\/endpoint-security\/the-cybersecurity-landscape-in-2026-ai-became-the-foundation\/\" target=\"_blank\" rel=\"noopener\">AI has become a prominent part of identity security messaging<\/a>. Vendors use the term to describe behavioral analytics, risk-based authentication, automated access reviews, and privileged-session anomaly detection.<\/p>\n<p>For buyers assessing the state of AI-native cybersecurity, the challenge is separating those descriptions from evidence of measurable capability. An <a href=\"https:\/\/solutionsreview.com\/endpoint-security\/cybersecurity-vendors-claim-theyre-ai-native-can-they-defend-it\/\" target=\"_blank\" rel=\"noopener\">&#8220;AI-native&#8221; designation<\/a> does not, on its own, establish detection quality, governance effectiveness, or reduced administrative effort.<\/p>\n<p><a href=\"https:\/\/solutionsreview.com\/endpoint-security\/state-of-ai-native-cybersecurity-report\/\" target=\"_blank\" rel=\"noopener\">Research studies and technical reports<\/a> are most useful when they explain what was evaluated and under which conditions. Buyers should look for findings that address questions such as:<\/p>\n<ul>\n<li>What false-positive rates were observed, and how were they measured?<\/li>\n<li>How long did the system need to establish a usable behavioral baseline?<\/li>\n<li>Could it identify attacks that unfolded gradually and resembled normal activity?<\/li>\n<li>How much investigation or remediation work remained with the security team?<\/li>\n<li>Were the results drawn from production deployments, controlled testing, or a demonstration?<\/li>\n<\/ul>\n<p>These distinctions matter because a promising result in one setting may not translate directly to another. A study should help buyers understand the conditions behind a claim, not simply repeat the claim in report form.<\/p>\n<p>Non-human identities make this scrutiny especially important. Service accounts, workload identities, and autonomous AI agents introduce credentials and permissions that <a href=\"https:\/\/solutionsreview.com\/identity-management\/ai-governance-in-cybersecurity-has-a-leadership-problem-not-a-technology-problem\/\" target=\"_blank\" rel=\"noopener\">governance programs<\/a> must address. Research on this area should help buyers distinguish discovery from ongoing control. Identifying an account or credential is only part of the requirement. Buyers also need evidence of how a product supports permission management, governance, and remediation over time.<\/p>\n<h3><strong>Which Research Studies and Reports Are Most Useful?<\/strong><\/h3>\n<p>Different types of research answer different questions. Identity security buyers should select reports based on the decision they need to make rather than treating every publication as a product comparison.<\/p>\n<h5><strong>Threat Research and Incident Reports<\/strong><\/h5>\n<p>Threat research can help buyers understand the identity attack behaviors their evaluation should address. Findings about compromised credentials, session abuse, or unauthorized permission changes can inform practical testing scenarios. The key is connecting those findings to product requirements. A report describing session-token abuse, for example, should prompt questions about what a solution can detect and how it supports investigation\u2014not simply whether the vendor lists identity threat detection as a feature.<\/p>\n<h5><strong>Market Studies and Buyer Reports<\/strong><\/h5>\n<p>Market research can help buyers organize a crowded category and distinguish between different product functions.<\/p>\n<p>Identity governance and administration (IGA), privileged access management (PAM), identity threat detection and response (ITDR), cloud infrastructure entitlement management (CIEM), and workforce authentication address different requirements. Buyers should use market reports to clarify those distinctions rather than assume that broad platform coverage implies equal depth across all capabilities.<\/p>\n<p>Survey-based studies require additional context. Their usefulness depends on who participated, how questions were framed, and whether the respondents\u2019 environments resemble the buyer\u2019s own.<\/p>\n<h5><strong>Technical Evaluations and Deployment Findings<\/strong><\/h5>\n<p>Technical assessments can provide evidence about specific capabilities, while deployment reports can reveal what implementation and ongoing administration require. Buyers should look for clear descriptions of the environment, configurations, integrations, and evaluation criteria. A report documenting an outcome without explaining the conditions under which it was achieved offers limited guidance on whether the same result is achievable elsewhere.<\/p>\n<p>Vendor-authored studies can contribute useful detail, particularly about product architecture and implementation. Their findings should still be assessed against the methodology and scope rather than accepted solely because they are presented as research.<\/p>\n<h3><strong>How to Assess Research Quality<\/strong><\/h3>\n<p>A report\u2019s relevance depends on more than its title or publisher. Before using findings to shape a shortlist or business case, buyers should examine:<\/p>\n<ul>\n<li><strong>Methodology:<\/strong> How the research was conducted and what was measured.<\/li>\n<li><strong>Scope:<\/strong> Which products, environments, users, or attack scenarios were included.<\/li>\n<li><strong>Funding and authorship:<\/strong> Who produced or sponsored the work.<\/li>\n<li><strong>Limitations:<\/strong> What the findings do not establish.<\/li>\n<li><strong>Applicability:<\/strong> Whether the conditions resemble the organization\u2019s requirements.<\/li>\n<\/ul>\n<p>Buyers should also distinguish observed results from forecasts, survey responses, and vendor assertions. Each can provide context, but they do not carry the same evidentiary weight.<\/p>\n<p>A useful report makes those differences visible. It gives readers enough information to judge how much confidence to place in a finding and where further validation is necessary.<\/p>\n<h3><strong>The Bottom Line<\/strong><\/h3>\n<p>Identity security research is most valuable when it changes how buyers evaluate a solution. A threat report should inform testing scenarios. A market study should clarify product requirements. A deployment report should help buyers anticipate implementation and operational demands.<\/p>\n<p>No single report can establish whether a product is right for an organization. Used together\u2014and tested against local requirements\u2014research findings can help buyers move beyond feature lists and build a more defensible purchasing decision.<\/p>\n<hr \/>\n<p style=\"text-align: justify;\"><strong>Frequently Asked Questions<\/strong><\/p>\n<p style=\"text-align: justify;\"><em><strong>Can research replace a proof of concept?<\/strong><\/em> No. Research helps establish evaluation priorities and identify potential limitations. A proof of concept tests how a solution fits the organization\u2019s environment and workflows. The two should inform each other.<\/p>\n<p style=\"text-align: justify;\"><em><strong>How should buyers use AI-focused cybersecurity reports?<\/strong><\/em> Look for evidence about detection performance, baseline learning periods, false positives, and operational workload. Reports that merely list AI features provide less decision-making value than studies that explain how those features were evaluated.<\/p>\n<p style=\"text-align: justify;\"><em><strong>Are vendor-sponsored studies useful?<\/strong><\/em> They can be. Buyers should examine sponsorship disclosures, methodology, and scope, then determine which conclusions the evidence supports. Sponsorship is relevant context, not a substitute for evaluating the work itself.<\/p>\n<p style=\"text-align: justify;\"><em><strong>What should buyers look for in research on non-human identities?<\/strong><\/em> Prioritize findings about governance and remediation alongside discovery. The important question is not only whether a product can find identities, but how it helps manage their permissions over time.<\/p>\n<hr \/>\n<h4 style=\"text-align: center;\"><span style=\"color: #ff0000;\"><strong><a style=\"color: #ff0000;\" href=\"https:\/\/solutionsreview.com\/endpoint-security\/state-of-ai-native-cybersecurity-report\/\" target=\"_blank\" rel=\"noopener\">Want more insights like this? Download <em>the 2026 State of AI-Native Cybersecurity<\/em> report now.<\/a><\/strong><\/span><\/h4>\n","protected":false},"excerpt":{"rendered":"<p>As part of Solutions Review\u2019s ongoing coverage of the evolving cybersecurity market, our editors explain why identity security buyers should make research, first- and third-party alike, a crucial part of their evaluations. Identity security buyers face a difficult task: evaluating products designed to distinguish legitimate access from malicious activity that often looks nearly identical. Vendor [&hellip;]<\/p>\n","protected":false},"author":57,"featured_media":7757,"comment_status":"closed","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"inline_featured_image":false,"footnotes":""},"categories":[5],"tags":[2859,1252,2853,2922],"acf":[],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v23.5 - https:\/\/yoast.com\/wordpress\/plugins\/seo\/ -->\n<title>Why Identity Security Buyers Should Make Research Part of Every Evaluation<\/title>\n<meta name=\"description\" content=\"Solutions Review explains why identity security buyers should make research a crucial part of their evaluations.\" \/>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/solutionsreview.com\/identity-management\/why-identity-security-buyers-should-make-research-part-of-every-evaluation\/\" \/>\n<meta name=\"twitter:label1\" content=\"Written by\" \/>\n\t<meta name=\"twitter:data1\" content=\"William Jepma\" \/>\n\t<meta name=\"twitter:label2\" content=\"Est. reading time\" \/>\n\t<meta name=\"twitter:data2\" content=\"7 minutes\" \/>\n<script type=\"application\/ld+json\" class=\"yoast-schema-graph\">{\"@context\":\"https:\/\/schema.org\",\"@graph\":[{\"@type\":\"WebPage\",\"@id\":\"https:\/\/solutionsreview.com\/identity-management\/why-identity-security-buyers-should-make-research-part-of-every-evaluation\/\",\"url\":\"https:\/\/solutionsreview.com\/identity-management\/why-identity-security-buyers-should-make-research-part-of-every-evaluation\/\",\"name\":\"Why Identity Security Buyers Should Make Research Part of Every Evaluation\",\"isPartOf\":{\"@id\":\"https:\/\/solutionsreview.com\/identity-management\/#website\"},\"primaryImageOfPage\":{\"@id\":\"https:\/\/solutionsreview.com\/identity-management\/why-identity-security-buyers-should-make-research-part-of-every-evaluation\/#primaryimage\"},\"image\":{\"@id\":\"https:\/\/solutionsreview.com\/identity-management\/why-identity-security-buyers-should-make-research-part-of-every-evaluation\/#primaryimage\"},\"thumbnailUrl\":\"https:\/\/solutionsreview.com\/identity-management\/files\/2026\/11\/Why-Identity-Security-Buyers-Should-Make-Research-Part-of-Every-Evaluation.jpeg\",\"datePublished\":\"2026-11-12T20:21:15+00:00\",\"dateModified\":\"2026-11-12T20:21:23+00:00\",\"author\":{\"@id\":\"https:\/\/solutionsreview.com\/identity-management\/#\/schema\/person\/b7f0c44f1344c174fcf3ca4d617e9976\"},\"description\":\"Solutions Review explains why identity security buyers should make research a crucial part of their evaluations.\",\"breadcrumb\":{\"@id\":\"https:\/\/solutionsreview.com\/identity-management\/why-identity-security-buyers-should-make-research-part-of-every-evaluation\/#breadcrumb\"},\"inLanguage\":\"en-US\",\"potentialAction\":[{\"@type\":\"ReadAction\",\"target\":[\"https:\/\/solutionsreview.com\/identity-management\/why-identity-security-buyers-should-make-research-part-of-every-evaluation\/\"]}]},{\"@type\":\"ImageObject\",\"inLanguage\":\"en-US\",\"@id\":\"https:\/\/solutionsreview.com\/identity-management\/why-identity-security-buyers-should-make-research-part-of-every-evaluation\/#primaryimage\",\"url\":\"https:\/\/solutionsreview.com\/identity-management\/files\/2026\/11\/Why-Identity-Security-Buyers-Should-Make-Research-Part-of-Every-Evaluation.jpeg\",\"contentUrl\":\"https:\/\/solutionsreview.com\/identity-management\/files\/2026\/11\/Why-Identity-Security-Buyers-Should-Make-Research-Part-of-Every-Evaluation.jpeg\",\"width\":800,\"height\":400,\"caption\":\"Why Identity Security Buyers Should Make Research Part of Every Evaluation\"},{\"@type\":\"BreadcrumbList\",\"@id\":\"https:\/\/solutionsreview.com\/identity-management\/why-identity-security-buyers-should-make-research-part-of-every-evaluation\/#breadcrumb\",\"itemListElement\":[{\"@type\":\"ListItem\",\"position\":1,\"name\":\"Home\",\"item\":\"https:\/\/solutionsreview.com\/identity-management\/\"},{\"@type\":\"ListItem\",\"position\":2,\"name\":\"Why Identity Security Buyers Should Make Research Part of Every Evaluation\"}]},{\"@type\":\"WebSite\",\"@id\":\"https:\/\/solutionsreview.com\/identity-management\/#website\",\"url\":\"https:\/\/solutionsreview.com\/identity-management\/\",\"name\":\"Identity and Access Management Solutions | Solutions Review\",\"description\":\"Evaluating Enterprise IAM Software, Identity Governance &amp; 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