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AI: The present and future of
IT management

Artificial intelligence (AI) has matured from its nascent stages to become a foundational pillar of modern IT management. Organizations are strategically integrating AI technologies to optimize operational efficiency, implement proactive maintenance strategies, and automate repetitive processes. This integration ushers in a new era of IT management, characterized by unparalleled accuracy, advanced analytics, and the ability to manage intricate systems effectively.

In the increasingly digitalized marketplace, where innovation is paramount, adopting this paradigm shift is critical for maintaining a competitive advantage. The strategic implementation of AI unlocks substantial business benefits, revolutionizing traditional practices and fostering a new environment of efficiency, innovation, and growth. AI’s role in IT management is rapidly expanding, transforming the landscape and empowering organizations to achieve heightened levels of performance and agility.

AI-paradigms

Predictive AI

A combination of analysis and prediction that uses data patterns to foresee trends, giving users the power to anticipate and prepare for the future.

Explainable AI

Sheds light on the black box of AI systems by providing explanations. The goal is to have systems that can explain their reasoning, predictions, and conclusions in a way that humans can understand.

Hybrid AI

Combines rule-based systems (symbolic AI) and statistical learning techniques (machine learning). It is beneficial when adhering to rules is crucial and predicting outcomes requires analyzing vast amounts of data.

Generative AI

Creates videos, audio tracks, images, and even 3D models by training with large datasets, surpassing the analytic and creative limits of text, numbers, and charts.

Artificial super intelligence (ASI)

A hypothetical future state of artificial intelligence that surpasses human intelligence in many or all aspects.

How IT can level
up with AI

In this era of rapid technological advancement, businesses strategically incorporate AI to enhance IT strategies and drive efficiency. Let us delve into how AI empowers organizations across key domains of IT management.

AutomationAutomation

AI-driven automation is pivotal in modern IT operations. By harnessing AI-powered algorithms, organizations streamline workflows, optimize resource allocation, and accelerate decision-making processes. AI automation ensures precision, reliability, and agility, enabling IT teams to focus on strategic initiatives and innovation.

Proactive maintenanceProactive maintenance

Machine learning and data collection diminish the run-to-failure approach. AI predicts and prevents issues, boosting efficiency. By analyzing telemetry, it detects threats, enabling predictive maintenance. Accurate predictions allow preemptive actions, ensuring high availability. Data-driven insights improve IT infrastructure management precisely.

Connecting silosConnecting silos

Fostering cross-functional collaboration is imperative for optimizing IT performance and achieving strategic objectives. AI facilitates seamless integration and communication between disparate systems, departments, and stakeholders, promoting synergy and alignment across the organization.

Dynamic thresholdsDynamic thresholds

AI utilizes dynamic thresholding to adjust to changes in the IT operations in real time, enhancing performance and resource utilization. By analyzing data and predicting trends, AI helps organizations manage capacity, mitigate risks, and improve efficiency.

Unlocking insightsUnlocking insights

AI-driven analytics uncover emergent behavior, leading to new insights and opportunities. By analyzing data and identifying patterns, organizations can make informed decisions and innovate—staying ahead of the competition and improving efficiency in IT management.

Enhance IT operations with
ManageEngine's AIOps solutions

From an enterprise IT perspective, ManageEngine’s AI-enabled solutions consistently demonstrate their value, simplifying the lives of IT administrators. These solutions automate help desk operations, provide real-time insights into potential security incidents, offer conversational assistance, and deliver preemptive solutions through predictive analysis.

Innovation propels ManageEngine’s approach, as we invest in cutting-edge technologies and explore new horizons to deliver top-notch solutions to our customers.

Learn more about our AI-enhanced IT management solutions »
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Contextual intelligence is integral to our AI strategy. We focus our efforts on providing relevant, timely, and seamless experiences by understanding the IT environment and using this understanding to automate and enhance how IT operations functions. By implementing ManageEngine solutions that leverage machine learning and data analytics capabilities, your IT teams can:

  • Observe user behavior irregularities
  • Investigate the underlying causes of problems
  • Examine user and entity actions
  • Enhance predictive analytics
  • Enhance capacity planning
  • Maximize the use of infrastructure resources
  • Generate forecasts
  • Automate IT service management
  • Monitor application performances

Our AI-based solutions are designed to offer clear and actionable insights, automate routine tasks, minimize errors, engage with clients, and boost employee productivity.

In the past decade, we have concentrated on constructing our AI systems with our in-house development team. Our AI framework enhances the entire stack to provide superior AI technology to meet your IT requirements.

TranslationTranslation
Phishing detectionPhishing detection
Language detectionLanguage detection
Malicious file detectionMalicious file detection
User behavior analyticsUser behavior analytics
Trend detectionTrend detection
Root cause analysisRoot cause analysis
PII maskingPII masking
Voice assistanceVoice assistance
Forecast EngineForecast Engine
AI-powered chatbot for FAQsAI-powered chatbot for FAQs
Text analysis and grammar correctionText analysis and grammar correction
Anomalous behavior detectionAnomalous behavior detection
Keyword extractionKeyword extraction
Named entity recognitionNamed entity recognition
Natural language processing (NLP)Natural language processing (NLP)
Log analysisLog analysis
Spam filteringSpam filtering

Utilize AI-driven technologies to
enhance your IT operations

For IT admins who frequently perform repetitive tasks, our AI capabilities can save significant
time and effort, making IT management less burdensome and less prone to mistakes.

AI capabilities are incorporated into various components across our IT management
solutions, including:

  • AI in service delivery
  • AI in IT security
  • AI in IT monitoring
  • AI in identity management

AI in service delivery

AI-powered IT service management concentrates on providing outstanding customer experiences and fast innovation. The modern AI service management era has shifted IT processes from rule-based choices to automated data-driven decisions. Service teams can now allocate time effectively between essential projects and daily tasks, reducing end-user dissatisfaction due to slow responses.

Our AI-powered service management solutions enable your team to:

  • Speed up support by automatically classifying tickets with the built-in ticketing system.
  • Auto-assign and co-ordinate your IT service tickets to appropriate technicians based on availability and expertise.
  • Use NLP-enabled chatbots for IT service management to answer user queries.
  • Leverage bots to trigger your unique customized workflows with one click.
  • Swiftly generate contextual responses and directly access ChatGPT's vast knowledge base and receive responses that include helpful information from external websites using a ChatGPT integration.
  • Predict approval and reopen actions based on past interactions.
  • Prioritize tickets that need immediate attention.
Explore AI in ITSM

AI in IT security

Given the rising frequency of cyberattacks, it is crucial to prioritize the security of IT infrastructure, access controls, and endpoints to fend off potential threats. Implementing AI in IT security can assist organizations in bolstering their ability to detect and respond to threats, reduce the risk of cyber attacks, and enhance the overall security of their IT systems.

Using our AI-powered IT security solutions, your team can:

  • Detect insider access abuse.
  • Identify the root cause of recurring account lockouts and user logon failures.
  • Detect anomalies using a score-based assessment that recognizes subtle changes in user activity as a key input.
  • Reduce false positives and improve the accuracy of threat identification with smart thresholds for detection rules.
  • Anticipate security threats to plan patch deployment across the enterprise more effectively.
  • Prevent, isolate, and counteract attacks from escalating into a complete security breach using our anti-ransomware engine.
  • Protect against malware and fileless attacks in real time with enhanced accuracy and minimal false positives.
  • Leverage machine learning to study and detect anomalies in user and entity behavioral patterns.
  • Automatically detect signs of data exfiltration using UEBA.
  • Mitigate the risk of malicious login attempts by providing an additional layer of security.
  • Flag potential phishing attempts by analyzing emails and websites.
Learn about AI in IAM Learn more on AI in UEMS Explore AI in SIEM

AI in IT monitoring

AI is a useful tool for IT monitoring, as it can quickly analyze data and spot patterns or anomalies that may signal problems. This helps IT teams fix issues before they become serious. As your IT network grows, you will need better monitoring to prevent downtime. Adding forecasting capabilities will also make resource and capacity planning easier.

For IT monitoring, our AI-powered solutions can help your team:

  • Optimally track performance with adaptive thresholds that adjust in real time to maintain high monitoring accuracy.
  • Identify and analyze anomalies by considering seasonal patterns and long-term trends for more precise insights.
  • Utilize forecasting tools to predict future performance and capacity needs, even with limited historical data.
  • Accelerate mean time to detection (MTTD) and mean time to resolution (MTTR) with NLP-powered ChatOps, enabling more efficient communication and issue resolution.
  • Quickly isolate faults by correlating events and performing contextual RCA to identify and resolve issues faster.
  • Leverage advanced predictive capabilities to foresee and mitigate potential outages and even predict outliers, striving towards a zero-incident environment.
  • Stay on top of your future data trends by managing your metrics using built-in analytics.
Explore AI in observability Explore AI in IT monitoring Explore AI in application monitoring Explore AI in analytics

AI in identity management

AI in identity management focuses on providing exceptional security and seamless user experiences. It automates authentication, detects anomalies, and prevents fraud with data-driven decisions. This modern approach reduces human error, enhances regulatory compliance, and allows security teams to prioritize critical tasks, minimizing disruptions and improving overall efficiency.

Using our AI-powered IT security solutions, your team can:

  • Minimize the risk of inactive accounts being compromised or misused by checking for stale user accounts periodically.
  • Identify suspicious user activities, such as an unusually high volume of events carried out at unusual times.
  • Leverage privileged user behavior analytics (PUBA) to identify and terminate suspicious users and activities on privileged systems.
  • Protect enterprise apps with risk-based authentication. Analyze user logins and automatically step up security for risky logons.
  • Implement monitoring of privilege use, critical events like password resets, user changes, and privilege escalation to detect and respond to potential insider threats proactively.
Learn about AI in IAM Learn about AI in PAM

Our approach to AI

Over 10 years of dedicated research and development have honed our cognitive AI
capabilities. Embedded within our solutions, our bottom-up approach to AI drives the
essential data-driven processes required to oversee your organization's IT
infrastructure. Here's what sets our AI solutions apart:

Explanation-ready

Explanation-ready

As explainable AI becomes increasingly vital, we have prioritized clarity by implementing an explanation-first approach wherever feasible.


Optimized for low data environments

Optimized for low
data environments

Recognizing the importance of data efficiency, we have fine-tuned our AI models using transfer learning techniques to excel even with minimal data inputs.


Proactive in nature

Proactive in nature

Our AI models anticipate and respond to IT incidents by taking proactive actions, ensuring smoother operations.


Built to separate signals from noise

Built to separate signals from noise

Data preparation and cleansing are needed for AI to deliver insights from noise. We have added this transformational approach to our models to help with predictions and actions.

Not resistant to change

Not resistant to change

In the ever-evolving IT landscape, adaptability is key. Our AI systems continuously learn and adapt to changes, ensuring relevance and effectiveness.

Privacy-First

Privacy-First

With privacy concerns at the forefront, our AI models adhere to stringent privacy standards, prioritizing the protection of our customers’ data.

Real-world AI use cases

Security incident in a hospital environment

In a multi-specialty medical facility, AI-driven proactive incident management revolutionizes cybersecurity. When an employee mistakenly clicks a phishing link, Endpoint Central's browser security feature flags it. If ransomware infiltrates and spreads, Endpoint Central's detection systems identify the ransomware, then RecoveryManager Plus is used to restore the data, averting catastrophe. Detecting data exfiltration, Log360's UEBA engine triggers alerts, which are promptly reported to ServiceDesk Plus. Automated agents swiftly intervene, containing threats. This seamless interplay between ManageEngine solutions ensures rapid response, minimal downtime, and fortified cybersecurity, safeguarding critical medical data and operations.

Security incident in a hospital environment
Security incident in a hospital environment

Solving configuration issues at a FinTech firm

A leading FinTech company has addressed its configuration problems by implementing Site24x7’s POP Server Monitor and AI-powered system. Users in a specific region on a particular network experienced intermittent app access issues. The POP Server Monitor helps isolate the issue, while the AI-powered system predicts potential outages and flags the root cause, which is assigned to agents for resolution.

Resources

  • Webinars
  • Case studies
  • E-books

Get the finer details
about ManageEngine's AI capabilities

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