How Moonlet uses AI to monitor network performance and minimize downtime

In the Web3 ecosystem, network uptime and reliability are critical. Any disruption, no matter how brief, can lead to missed rewards, reduced trust, and operational risks. At Moonlet, we integrate artificial intelligence directly into our infrastructure to predict, prevent, and respond to performance issues across over 60 Proof-of-Stake networks.

AI as a core infrastructure layer

AI isn’t an add-on at Moonlet. It’s a fundamental part of how we operate.

From real-time anomaly detection to predictive insights, our AI systems continuously scan validator nodes, RPC endpoints, and staking operations. This intelligent oversight helps us identify irregularities early and respond fast: automatically when possible, and with human intervention when needed.

This translates to a more secure, efficient, and transparent experience for all users, whether you’re managing a large institutional staking portfolio or delegating a few tokens from your wallet.

What does Moonlet’s AI monitor?

Moonlet’s AI-enhanced monitoring stack delivers 24/7 coverage across all supported networks, including Solana, Near, Cosmos, Sui, and many others. We monitor key performance indicators like:

• Node uptime and latency
• Throughput and traffic patterns
• Validator health and performance degradation
• RPC reliability and system resource usage

When something unusual is detected, the system generates alerts, recommends actions, or automatically triggers mitigation processes such as traffic rerouting or validator rebalancing.

How do predictive analytics work?

Moonlet’s AI doesn’t just detect issues, it anticipates them. Our models are trained to forecast events like potential node failures or abnormal transaction behavior. This gives our engineers a head start on resolving issues before they escalate.

In high-stakes scenarios, like participating in Wormhole's cross-chain security or powering institutional staking integrations, every millisecond matters. That’s why our AI is designed not just to observe, but to act.

How do blockchain networks and institutional custodians benefit?

Improved uptime

We maintain 99.9% network availability across our validator and RPC infrastructure. Predictive insights and automated workflows ensure performance is stable, even during periods of network stress.

Full transparency

Operational data is always accessible. Through Moonlet’s dashboards and analytics tools, you can track node activity, staking yields, and validator performance in real time.

Security and trust

AI helps us reduce human error and enhance threat detection. Combined with our ISO 27001, SOC 2 and Type II-aligned practices, this creates a strong foundation for secure and compliant operations.

Built for the future of Web3

Moonlet’s infrastructure is built to scale. As blockchain networks evolve, AI will continue to play a growing role in ensuring resilience, responsiveness, and operational excellence.

Whether you're a custodian, a network operator, or an individual token holder, you benefit from infrastructure that’s not only secure and high-performing but always learning.