{"id":107766,"date":"2026-10-07T13:21:32","date_gmt":"2026-10-07T09:21:32","guid":{"rendered":"https:\/\/techxmedia.com\/en\/?p=107766"},"modified":"2026-10-07T13:21:33","modified_gmt":"2026-10-07T09:21:33","slug":"agentic-ai-must-earn-autonomy-says-manageengine","status":"publish","type":"post","link":"https:\/\/techxmedia.com\/en\/agentic-ai-must-earn-autonomy-says-manageengine\/","title":{"rendered":"Agentic AI Must Earn Autonomy, Says ManageEngine"},"content":{"rendered":"\n<p>Agentic AI is changing the role of IT teams, moving them from doing the work to directing it. Speaking to <a href=\"https:\/\/techxmedia.com\/en\/\">TECHx Media<\/a> at AI Everything 2026, Praneeth V., Technical Evangelist at <a href=\"https:\/\/www.manageengine.com\/\">ManageEngine<\/a>, said organisations should earn autonomy for AI agents step by step, starting with low-risk tasks and keeping human approval for high-impact actions. He also outlined the safeguards needed before agents operate in production, the lessons ManageEngine has learned from integrating AI across IT operations, and the barriers to enterprise AI adoption in the UAE and wider Middle East.<\/p>\n\n\n\n<p><strong>TECHx Media: AI is increasingly moving beyond assisting IT teams to taking action. How is agentic AI changing the role of IT teams, and how much autonomy should organisations give AI systems?<\/strong><\/p>\n\n\n\n<p>Agentic AI is shifting IT teams from doing the work to directing it. Instead of manually triaging tickets, chasing alerts or troubleshooting failed patches, IT professionals increasingly define the policies, review the outcomes and handle the exceptions that need human judgement. In effect, their role move from operators to orchestrator.<\/p>\n\n\n\n<p>That does not make IT teams less important. It makes their expertise more valuable, because someone has to decide what looks good like, where the limits sit and when an agent should step back.<\/p>\n\n\n\n<p>On autonomy, our view is that it should be earned, not granted all at once. Organisations should start with high-volume, low-risk tasks such as L1 service requests or alert triage, prove reliability and then expand step by step. Higher-impact actions, such as changing access rights or restoring production systems should still require human approval, and every agent action should be auditable. That is the model we follow with Zia Agents at ManageEngine.<\/p>\n\n\n\n<p><strong>TECHx Media: What has ManageEngine learned from integrating AI across different areas of IT management and operations?<\/strong><\/p>\n\n\n\n<p>The biggest lesson is that AI delivers the most value when it is embedded in the workflow, not bolted on. We have applied Zia Agents across our USM, FSO and UEMS suites, in every area the gains came from AI acting where the work already happens.<\/p>\n\n\n\n<p>Second, context matters more than raw model power. An agent investigating an outage or a security alert is only as good as the signals it can correlate across applications, infrastructure, endpoints and identities.<\/p>\n\n\n\n<p>Finally, trust drives adoption. Customers adopted faster once they could see clear guardrails, full audit trails and a clear commitment that their data is never used to train our models. For many organisations in the UAE, strong digital sovereignty through our Dubai and Abu Dhabi data centres has been just as important.<\/p>\n\n\n\n<p><strong>TECHx Media: As AI agents gain the ability to access systems and take action, what safeguards should organisations have in place before allowing them to operate in production environments?<\/strong><\/p>\n\n\n\n<p>Before an AI agent is allowed to operate in production, organisations should treat it like a new privileged user, and arguably with more caution.<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Give every agent a distinct identity with least privilege, time-bound access, and keep its credentials in a vault. This is urgent because machine identities already far outnumber human ones.<\/li>\n\n\n\n<li>Define clear guardrails that specify what each agent can and cannot do, with mandatory human approval for high-impact actions.<\/li>\n\n\n\n<li>Ensure full observability. Every action should be logged, auditable and traceable to a named human owner, with monitoring to detect unusual behaviour.<\/li>\n\n\n\n<li>Test before trusting. Run agents in recommend-only mode first, validate their decisions and expand autonomy gradually.<\/li>\n\n\n\n<li>Protect against manipulation such as prompt injection by limiting the data and instructions an agent will accept. These safeguards turn autonomy from a risk into a controlled advantage.<\/li>\n<\/ul>\n\n\n\n<p><strong>TECHx Media: How can organisations balance the productivity gains of GenAI and agentic AI with concerns around data privacy, shadow AI, access control and emerging security risks?<\/strong><\/p>\n\n\n\n<p>The answer is not to restrict AI, but to make the secure path the easiest one. Shadow AI usually appears when employees cannot get approved tools fast enough, so organisations should offer sanctioned AI capabilities that are useful, alongside clear policies on what data can be shared and where.<\/p>\n\n\n\n<p>Visibility comes next. IT teams need an inventory of the models, copilots and agents in use, what data they can access and what actions they can take. Access control must extend to AI, with every agent given its own identity and least privilege permissions.<\/p>\n\n\n\n<p>Privacy should be built in by design. At ManageEngine, customer data is never used to train our AI models, and we own our stack end to end, from our data centres to our AI.<\/p>\n\n\n\n<p>Finally, monitor continuously. Risks such as prompt injection and over-privileged agents demand the same vigilance as any other security threat.<\/p>\n\n\n\n<p><strong>TECHx Media: Where are you seeing the strongest real-world impact of AI in IT today, from preventing outages and reducing alert fatigue to improving endpoint management and incident resolution?<\/strong><\/p>\n\n\n\n<p>The strongest impact today is in areas with high volume, repeatable patterns and clear metrics.<\/p>\n\n\n\n<p>Alert fatigue is a prime example. AI-driven correlation and triage group related signals, filter out noise and highlight what needs attention, so analysts spend their time on real threats.<\/p>\n\n\n\n<p>Incident resolution is another. AI agents can run root cause analysis across applications and infrastructure, explain the problem in plain language and, within defined guardrails, trigger recovery. On the Service Desk, agents are resolving L1 requests and drafting knowledge articles and post-incident reviews.<\/p>\n\n\n\n<p>In Endpoint Management, AI is helping teams troubleshoot patch failures, diagnose devices, triage EDR events and close compliance gaps across thousands of endpoints.<\/p>\n\n\n\n<p>Outage prevention is where the next big gains lie, as AI learns to spot anomalies before they affect users. In the UAE, where IT teams are under pressure to do more with lean resources, these are the use cases driving adoption fastest.<\/p>\n\n\n\n<p><strong>TECHx Media: Looking at the UAE and wider Middle East, what do you see as the biggest barrier to enterprise AI adoption over the next two to three years?<\/strong><\/p>\n\n\n\n<p>The biggest hurdle is operational readiness, the gap between buying AI and running it safely at scale.<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Skills: Demand for people who can deploy, govern and secure AI is growing far faster than supply, and many IT teams are already stretched.<\/li>\n\n\n\n<li>Data foundations: AI agents need clean, connected data, yet many organisations still operate with fragmented systems across IT, security and the business.<\/li>\n\n\n\n<li>Governance: As AI moves from recommending actions to taking them, leaders need confidence in who controls each agent, what it can access and how its actions are audited. Without that, projects stall at the pilot stage.<\/li>\n\n\n\n<li>Data sovereignty: Organisations want advanced AI capabilities without their data leaving the country, which is why we invested in local data centres in Dubai and Abu Dhabi.<\/li>\n<\/ul>\n\n\n\n<p>The organisations that address these foundations now will be the ones that turn ambition into real enterprise value.<\/p>\n","protected":false},"excerpt":{"rendered":"<p>Agentic AI is changing the role of IT teams, moving [&hellip;]<\/p>\n","protected":false},"author":67,"featured_media":107767,"comment_status":"closed","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"inline_featured_image":false,"_monsterinsights_skip_tracking":false,"footnotes":""},"categories":[9625],"tags":[1545],"contributor":[9732],"class_list":["post-107766","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-interview-of-the-week","tag-interview","contributor-news-desk"],"featured_image_src":"https:\/\/techxmedia.com\/en\/wp-content\/uploads\/2026\/10\/Praneeth-V.jpg","author_info":{"display_name":"Muhsin","author_link":"https:\/\/techxmedia.com\/en\/author\/muhsin\/"},"aioseo_notices":[],"aioseo_head":"\n\t\t<!-- All in One SEO 5.0.2 - aioseo.com -->\n\t<meta name=\"description\" content=\"ManageEngine&#039;s Praneeth V. explains how agentic AI is shifting IT teams to orchestrators and the safeguards needed before AI agents run in production.\" \/>\n\t<meta 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