Empowering AI Solutions. Driving ROI. Elevating Success.
EXAMPLE AI USE CASES FOR IT LEADERS
Network Security
IT Helpdesk Automation
IT Helpdesk Automation
Description: Detect and mitigate cybersecurity threats in real-time.
Typical ROI: 35% reduction in security breaches.
Best AI Model: Anomaly Detection
Data Types: Network logs, access records, user behaviour, threat intelligence data.
IT Helpdesk Automation
IT Helpdesk Automation
IT Helpdesk Automation
Description: Automate routine IT support tasks with AI chatbots.
Typical ROI: 30% reduction in helpdesk response time.
Best AI Model: GPT-based NLP models
Data Types: Support tickets, knowledge base, user profiles, system logs.
Predictive Maintenance
IT Helpdesk Automation
Cloud Cost Optimisation
Description: Predict and prevent IT infrastructure failures.
Typical ROI: 40% reduction in downtime.
Best AI Model: RNN
Data Types: Server logs, performance metrics, maintenance history, sensor data.
Cloud Cost Optimisation
Software Development Optimisation
Cloud Cost Optimisation
Description: Optimise cloud resource usage and costs with AI.
Typical ROI: 25% reduction in cloud expenses.
Best AI Model: Linear Regression
Data Types: Usage logs, billing data, resource allocation, workload patterns.
Software Development Optimisation
Software Development Optimisation
Software Development Optimisation
Description: Improve software development efficiency using AI insights.
Typical ROI: 20% reduction in development cycle time.
Best AI Model: Reinforcement Learning
Data Types: Code repositories, project timelines, bug reports, developer activity logs.
User Behaviour Analytics
Software Development Optimisation
Software Development Optimisation
Description: Analyse user behaviour for IT system improvements.
Typical ROI: 15% increase in user satisfaction.
Best AI Model: Clustering Algorithms
Data Types: User interaction data, system logs, feedback, usage patterns.