AI technology
AI & Predictive Intelligence

AI-powered
industrial intelligence.

The DNS-CCN platform doesn't just connect and secure your legacy infrastructure — it learns from it. Our embedded AI layer turns raw machine data into predictive insights, automated actions, and intelligent recommendations.

72h
Advance failure prediction
68%
Reduction in unplanned downtime
4x
Faster incident resolution
90%
Ticket auto-classification accuracy

AI Capabilities

Six embedded AI modules, each solving a specific operational challenge across the DNS-CCN platform.

Predictive Maintenance

Predictive Maintenance

Prevent failures before they happen

Our AI models analyse latency trends, packet loss patterns, transfer failure rates and historical machine behaviour to predict failures up to 72 hours in advance. Engineers receive prioritised alerts with recommended actions — before production is impacted.

Machine LearningTime Series AnalysisAnomaly Detection
AI-Generated Reports

AI-Generated Reports

Insight without the effort

Instead of manually compiling monthly reports, the DNS-CCN AI generates executive-ready reports automatically. Transfer reliability summaries, uptime trends, security incident timelines, and compliance evidence — all written and formatted by AI, ready to send.

Natural Language GenerationAutomated ReportingCompliance Ready
Automated Ticket Classification

Automated Ticket Classification

Zero-effort ticket routing

When a ticket is raised, the AI reads the description, classifies the category, suggests a priority level, links it to known machine issues, and routes it to the right engineer — all before a human touches it. Resolution times drop dramatically.

NLP ClassificationAuto-routingPriority Scoring
AI-Assisted Troubleshooting

AI-Assisted Troubleshooting

Your AI co-engineer

When an alert fires or a transfer fails, the AI surfaces similar past incidents, suggested root causes, and step-by-step resolution guides — all in context. Engineers work faster, juniors perform like seniors, and repeat failures are eliminated.

Context-Aware AIRoot Cause AnalysisKnowledge Base Integration
Academy Training Recommendations

Academy Training Recommendations

Personalised learning paths

The DNS Academy AI analyses student progress, quiz results, engagement patterns and career goals to recommend the perfect next course. It adapts in real-time — if a student struggles with a topic, the AI surfaces targeted resources and adjusts the path.

Adaptive LearningProgress AnalysisPersonalisation
Machine Health Insights

Machine Health Insights

Deep intelligence on every asset

The AI builds a unique health profile for every connected machine — tracking connectivity scores, transfer success rates, error frequencies and security events. It correlates cross-site patterns to surface systemic issues invisible to human reviewers.

Asset IntelligenceCross-site CorrelationHealth Scoring

AI that respects the shop floor

Our AI is designed for industrial environments where reliability is non-negotiable. We don't replace human engineers — we make them more effective. Every AI recommendation comes with an explanation. Every automated action can be overridden.

The AI learns from your specific machines, your specific patterns, and your specific engineers — not from generic training data. Over time, it becomes a deeply accurate model of your industrial environment.

And crucially — all AI processing runs within the DNS-CCN secure infrastructure. Your machine data never leaves our encrypted environment.

Trained on your specific machine data
All inference runs in our secure cloud
Every recommendation is explainable
Human engineers stay in control

Ready to add intelligence to your infrastructure?

AI capabilities are available on all Professional and Enterprise plans.