For more than 13 years, ManageEngine has been advancing AI and ML to deliver real-world value. Throughout this journey, we’ve refined these technologies and embedded them seamlessly across our portfolio, from service management to cybersecurity to endpoint management, thereby helping enterprises achieve smarter, scalable and more resilient IT operations. We design AI as an integral feature that enhances our product capabilities, never as an add-on that users pay extra for.
ManageEngine’s emphasis on owning its AI stack and maintaining control over data reflects a broader trend in enterprise technology that prioritizes transparency, privacy, and explainability.
For enterprises, this is not just a matter of innovation but of accountability, as controlling data flows and model behavior enables the development of AI systems that are explainable, privacy-conscious, and aligned with governance and compliance needs.
Alejandro Leal
Senior Analyst, KuppingerCole
Zia (Zoho Intelligent Assistant) is ManageEngine’s AI powerhouse, designed to transform
IT management from reactive to proactive. By harnessing ML, NLP, LLM and semantic
search, Zia empowers IT leaders to anticipate issues, automate operations, and
strengthen resilience. Acting as a unified layer of intelligence across ManageEngine’s
solution suite, Zia helps organizations reduce risk, boost efficiency, and deliver seamless
digital experiences at scale.
Agentic workflows, orchestration
Zia Agents are self-sufficient, AI-powered bots designed to think, learn, and act smartly. Using semantic search, RAG, and knowledge graphs, they deliver precise, human-like experiences.
AI Chatbots, NLP, LLMs, guided conversations
Ask Zia combines chatbots, NLP, and LLMs to deliver natural, human-like conversations that make data and insights instantly accessible.
Predictions, recommendations, anomalies
Zia Skills empower IT with a comprehensive suite of AI and ML capabilities designed to predict, analyze, and act intelligently.
Lexical, semantic, RAG, knowledge graph
Zia Search combines lexical, semantic, RAG, and knowledge graph approaches to deliver enterprise-grade search.
Powerful, context-aware intelligence
Zia LLM is Zoho's proprietary large language model, engineered from the ground up to deliver powerful, context-aware intelligence across our entire suite of applications.
Structured, unstructured data, and vector DB
Zoho’s vision for a unified data platform is to bring enterprise data from all apps, sources, and formats into a single, governed, AI-ready environment, breaking down silos across operational, analytical, and AI workloads to enable seamless integration and governance.
Reactive to predictive IT: AI helps IT teams anticipate issues, detect anomalies, and prevent disruptions before they occur.
Automation of operations: Routine tasks can be automated through workflows, empowering teams to focus on more strategic initiatives.
Strategic insights from data: AI turns complex IT data into actionable, contextual strategies that eliminate bottlenecks, prioritize high-impact fixes, and accelerate decision-making.
Connected intelligence: AI unifies insights across networks, apps, and endpoints, creating a single intelligent ecosystem that continuously learns and adapts.
Resilient IT: With predictive analytics and continuous learning, AI strengthens IT reliability, enabling systems that can prevent, adapt, and recover seamlessly.
Our AI capabilities have been purposefully developed
in-house to address specific IT needs.
Intelligent ticket categorization, triage, and assignment
Sentiment analysis
Problem prediction
Change risk prediction
Reply assist and text assist
Conversation summary
Post-incident review generation
Code generation and solution generation
Private knowledge discovery through RAG
Public knowledge search through
Ask Zia: GenAI-powered conversational assistant
Blended conversations
Multi-lingual support
Voice recognition and transcription
Chatbot integration with Microsoft Teams
Zia AI adoption dashboard
Choice of LLM: Zia LLM, ChatGPT, Azure OpenAI
Next-gen DeepAV Engine
Anti-ransomware
ML-based behaviour detection
AI-assisted remote troubleshooting
Website filters for secure browsing
Employee experience insights
Intelligent vulnerability prioritization
Anomaly detection
Dormant account cleanup
Risk-based authentication
Insider threat intelligence
Ask Zia
Zia insights
No-code ML and code studio
Predictive analytics
Anomaly detection
Scenario planning
Data snapshots
Data alerts
Metric library
Behavior-based anomaly detection
AI-driven Zia Insights
User and entity risk scoring
Insider threat detection
Dynamic peer grouping
Attack timeline reconstruction
Remediation recommendations
Anomaly detection
Root cause analysis (RCA)
Knowledge graphs
Adaptive thresholds
Forecasting (univariate and multivariate forecasting)
Capacity and metric forecasting
GenAI for observability
Outage prediction
Noise reduction
Contextualization from historical analysis
Incident prediction engine
Prompt-based app creation
Smart field suggestions
Object detection and few-shot recognition
OCR
Keyword extraction
Sentiment analysis
Speech recognition
Facial analytics
Chatbots
AI capabilities that are unified service management (USM)-specific in ManageEngine solutions enable organizations to deliver better service experience, optimize enterprise and IT service delivery operations intelligently, without excessive cost and implementation overheads. A wide range of AI-powered features including Ask Zia, an LLM-style, conversational virtual support agent, prompt-based workflow generation, and GenAI-powered reply and response generation ensure that all key personas including end users, process owners and technicians amplify their productivity with superior service experiences.
We provide a choice of LLMs including Zia LLM (powered by open-source foundational models), Azure OpenAI, and ChatGPT to power various AI capabilities in our USM platform.
Measure and track AI adoption with the Zia dashboard
Learn moreSecurity information and event (SIEM)-specific AI capabilities in ManageEngine solutions enable security teams to stay ahead of evolving threats through intelligent detection, investigation, and response. Log360 integrates UEBA to flag anomalous user behavior and applies dynamic risk scoring to prioritize alerts based on potential impact. Zia Insights distills complex event data into plain-language summaries, while generative AI delivers contextual intelligence that outlines the who, what, when, and how of each incidents helping analysts make faster, more informed decisions.
By mapping threats to the MITRE ATT&CK® framework, visualizing attack chains in real time, and providing actionable remediation guidance, AI enhances threat visibility and shortens response cycles. These capabilities allow your SOC to operate with greater precision, resilience, and confidence in defending against today’s sophisticated attacks.
Zia Insights translates complex event data into clear, actionable insights
Learn moreAI and ML capabilities in ManageEngine’s identity and access management (IAM) solutions empower IT teams to enhance security through intelligent automation and data-driven threat detection. These technologies analyze historical data to predict potential security incidents and recommend appropriate mitigation actions, helping organizations maintain robust security postures while improving operational efficiency.
Through informed, consistent, and compliant access decisions, AI reduces manual workloads, enhances operational efficiency, and reinforces a strong Zero Trust posture across the organization.
Zia access insights
ManageEngine’s AI-driven IT operations management (ITOM) and observability solutions provide full-stack observability (FSO) across applications, devices, and network infrastructure and deliver a unified view of performance and dependencies. Built-in AI detects congestion, latency, and anomalies in real time to optimize traffic flow, predict failures, and prevent outages before they impact users. Routine tasks like provisioning and configuration are automated to boost efficiency and ensure faster, error-free service delivery.
With predictive maintenance, intelligent resource planning, and advanced analytics, IT teams can strengthen security, reduce downtime, and make data-driven decisions that enhance performance, reliability, and user experience.
Event correlation and causal analysis in Site24x7
ManageEngine’s unified endpoint management and security (UEMS) solutions harness the power of AI to make endpoint management faster, smarter, and more secure. With intelligent automation and predictive analytics, IT teams can proactively resolve issues, enhance remote troubleshooting, and optimize device health. AI-powered behavioral engines detect and neutralize emerging malware and zero-day ransomware threats even before patient zero, while smart web filters minimize exposure to malicious or unproductive sites.
Machine learning models forecast potential problems by tracking key device health indicators and triggering proactive alerts before disruptions occur. By automating vulnerability prioritization and contextual app grouping, AI streamlines patching, strengthens security posture, and reduces the attack surface.
AI-based behavior detection: Malware protection
ManageEngine’s AI-powered IT analytics solution transforms raw IT data into real-time intelligence for faster, smarter decisions. Built for modern IT, it unifies data across systems to deliver real-time visibility, AI-driven insights, and strategic decision-making.
By combining agentic AI, decision intelligence, and GenAI, it empowers enterprises to unearth underlying IT dependencies and inefficiencies, implement corrective strategies, and optimize performance across the IT stack. Ask Zia, the conversational AI, provides immediate insights, root cause analysis, and outcome predictions through natural interactions, no coding required.
With LLM-driven analytics and AI orchestration, real-time intelligence become automated workflows, enabling proactive, adaptive, and data-driven IT operations that accelerate resolution and amplify business impact.
Contextual recommendations with Spotlight
Learn moreManageEngine’s low-code platform accelerates custom solution development with AI-driven intelligence at every step. Zia turns ideas into fully functional apps complete with forms, reports, dashboards, and workflows by using just a prompt, sketch, or diagram. No-code AI models predict trends, detect anomalies, and automate actions based on patterns or user behavior.
Agentic AI enables autonomous decision-making through natural language instructions, while built-in sentiment analysis, OCR, and text classification enhance context and accuracy. With multilingual support, intelligent chatbots, and smart data entry, teams can create adaptive, conversational, and insight-rich apps faster than ever before.
AI modeler
ManageEngine recognized in the 2025 Gartner® Magic Quadrant™
for Artificial Intelligence Applications in IT Service Management
With ManageEngine, your AI is truly yours. Built entirely in-house with no external
dependencies, our AI gives you explainability, reliability, and full control over your
data. It’s a powerful yet privacy-first solution that seamlessly integrates across our IT
management suite to help IT leaders secure operations, simplify complexity, and stay
ahead with confidence.
As explainable AI becomes increasingly vital, we have prioritized clarity by implementing an explanation-first approach wherever feasible.
Recognizing the importance of data efficiency, our AI models are fine-tuned using transfer learning techniques to excel even with minimal data inputs.
Data preparation and cleansing are needed for AI to deliver insights from noise, and we've added this approach to our models to help with predictions and actions.
Our AI models anticipate and respond to IT incidents by taking proactive actions, ensuring smoother operations.
Adaptability is key, and our AI systems continuously learn and adapt to changes, ensuring relevance and effectiveness.
We’ve built our AI to be privacy-first, ensuring that your information remains fully protected and independent of any external dependencies.
The advent of AI agents in ITSM: Perception and future impact
Read moreTop 5 critical pain points in observability and how AI can help
Read moreIntelligent observability: How agentic AI bridges detection and remediation
Read moreDiscover how our AI can transform your IT operations from streamlining processes, boosting efficiency, strengthening security, and keeping you ahead of change. Fill out the form to get your copy of the guide.