AI-Powered Blockchain Observability: From Reactive Alerts to Predictive Intelligence
Stop flying blind. Gain complete visibility into your on-chain operations, detect threats before they execute, and slash operational costs with our purpose-built AI platform.
The Visibility Gap: Why Traditional Monitoring Fails in Web3
Your blockchain application isn't a traditional web server. It's a complex, decentralized ecosystem of smart contracts, nodes, and mempools. Relying on outdated tools is like navigating a minefield with a blindfold. You see alerts only after an exploit has occurred, performance has degraded, or compliance has been breached—when it's already too late.
Reactive Security Models
Traditional tools flag known signatures. Web3 attackers innovate constantly with novel economic exploits and smart contract vulnerabilities that standard firewalls can't comprehend until after millions are lost.
Opaque Performance Issues
Is your dApp slow because of a poorly optimized contract, network congestion, or a failing RPC node? Without deep on-chain context, you're just guessing, wasting valuable engineering hours on fruitless debugging.
Mounting Compliance Risks
Regulators are watching. Manually tracking transactions for AML and sanctions compliance is impossible at scale. A single illicit transaction passing through your protocol can put your entire operation at risk.
Why Partner with Errna for Blockchain Observability?
We don't just sell tools; we deliver certainty. Our AI-driven platform was built from the ground up by blockchain and security experts to address the unique challenges of decentralized systems. We turn your on-chain data from a noisy liability into your most valuable strategic asset.
Predictive Threat Intelligence
Our AI models simulate potential exploits and detect anomalous patterns before they execute. Move from post-mortem analysis to proactive defense, safeguarding your assets and reputation.
Chain-Agnostic Platform
Whether you're on Ethereum, a private Hyperledger network, or a custom L2, our solution integrates seamlessly. Gain a unified view of your entire Web3 footprint, regardless of the underlying protocol.
Explainable AI (XAI) Insights
We eliminate the "black box" problem. Our dashboards provide clear, human-readable explanations for every alert and recommendation, empowering your team to act with confidence and precision.
Gas & Cost Optimization Engine
Don't just monitor costs, actively reduce them. Our AI analyzes transaction patterns and contract efficiency to provide actionable recommendations that can significantly lower your operational overhead.
Enterprise-Grade Compliance
With our CMMI Level 5 and SOC 2 certified processes, we provide the robust, auditable monitoring and reporting required to satisfy regulators and institutional partners, building trust into your platform.
Actionable Business Intelligence
Go beyond technical metrics. We correlate on-chain activity with user behavior to provide insights into product adoption, user retention, and emerging market trends, giving you a competitive edge.
Deep DevOps & Web3 Expertise
Since 2003, our team of 1000+ experts has delivered over 3000 projects. We're not just software providers; we are seasoned engineers who understand the complexities of deploying and scaling secure dApps.
24/7 Managed Support
Your operations don't sleep, and neither do we. Our global team provides around-the-clock monitoring and incident response, acting as a true extension of your security and operations teams.
Flexible Engagement Models
From fully managed Observability-as-a-Service (OaaS) to expert integration with your existing stack, we tailor our partnership to fit your team's size, budget, and technical maturity.
Our AI-Powered Blockchain Observability Services
We provide a comprehensive suite of services designed to give you complete, end-to-end visibility and control over your decentralized applications and infrastructure. Explore how we can help you secure, optimize, and scale your Web3 projects.
Real-Time Threat & Anomaly Detection
This is the core of our security offering. We use a combination of machine learning models and predefined security heuristics to monitor all on-chain and mempool activity in real-time. Our system detects signatures of known attacks (like re-entrancy) and identifies novel, anomalous behaviors that could indicate a zero-day exploit, providing your team with critical, early-warning alerts.
- Prevent economic exploits and smart contract hacks before they drain your treasury.
- Receive high-fidelity, low-noise alerts with actionable context to accelerate incident response.
- Customize alert policies to match your protocol's specific risk tolerance and operational needs.
Smart Contract & dApp Performance Monitoring
We provide granular insights into how your smart contracts are performing in the wild. Our platform tracks function call latency, execution errors, gas consumption per function, and overall user interaction patterns. This allows you to pinpoint bottlenecks and optimize your code for a faster, more reliable user experience.
- Identify and fix inefficient code that leads to slow transaction times and poor user experience.
- Proactively detect increases in contract error rates that could signal an underlying bug or infrastructure issue.
- Understand which features of your dApp are most used and where users are dropping off.
Predictive Gas Fee Analysis & Optimization
Volatile gas fees are a major operational challenge. Our AI analyzes historical network data and current mempool congestion to predict near-term gas price fluctuations. We provide recommendations for transaction scheduling and contract design to minimize gas costs for both your platform and your users.
- Reduce operational expenses by timing high-volume transactions during periods of low network congestion.
- Improve user retention by offering more predictable and lower transaction fees.
- Receive alerts on contract functions that are consuming anomalously high amounts of gas.
Compliance & Transaction Forensics
Our platform automates the process of AML and sanctions screening. We trace the flow of funds through your protocol, flag transactions originating from or destined for high-risk wallets, and provide comprehensive reports for regulatory compliance. This is essential for any project looking to engage with institutional partners or operate in regulated jurisdictions.
- Automatically screen against OFAC sanctions lists and other blacklists in real-time.
- Generate auditable reports to demonstrate regulatory compliance to banks and authorities.
- Visualize complex transaction histories to support internal investigations and law enforcement requests.
Indexer & Node Health Monitoring
The health of your supporting infrastructure is critical to your dApp's reliability. We monitor the performance and uptime of your RPC nodes, indexers, and other off-chain services. Our system detects issues like high latency, synchronization errors, and API failures, allowing you to resolve infrastructure problems before they impact your users.
- Ensure high availability and reliability for your dApp's frontend and core services.
- Quickly diagnose if a performance issue is caused by your smart contracts or your infrastructure.
- Monitor resource utilization (CPU, memory, disk) to prevent node failures and optimize cloud spend.
Our 4-Step Observability Implementation Process
We follow a structured, collaborative process to ensure our solution delivers maximum value and integrates seamlessly with your existing workflows, providing actionable intelligence from day one.
Discovery & Scoping
We start by understanding your unique architecture, risk profile, and business goals. Our experts work with your team to identify key performance indicators (KPIs) and critical security concerns.
Integration & Configuration
Our team deploys our data collectors and configures the platform to monitor your specific smart contracts and infrastructure. We set up initial dashboards and alerting policies tailored to your needs.
AI Model Training & Baselining
The AI engine analyzes your protocol's historical data to establish a baseline of normal activity. This crucial step allows our models to accurately detect true anomalies and minimize false positives.
Continuous Optimization & Reporting
We provide ongoing support, refining AI models and alert rules as your protocol evolves. You receive regular reports on security posture, performance trends, and cost-saving opportunities.
Real-World Impact: From Data to Decisions
Our AI-powered observability solutions deliver tangible results. See how we've helped leading Web3 projects protect assets, enhance performance, and drive growth.
Preventing a $5M Re-entrancy Attack on a DeFi Lending Protocol
Industry: Decentralized Finance (DeFi)
Client Overview: A rapidly growing DeFi lending protocol with over $100M in Total Value Locked (TVL). Their team was lean and lacked dedicated, 24/7 security monitoring capabilities, making them a prime target for sophisticated economic exploits.
Key Challenges:
- Inability to monitor mempool for pre-attack transaction patterns.
- Lack of real-time alerting for anomalous smart contract interactions.
- Fear of zero-day exploits not covered by their recent manual audit.
- Slow, manual incident response processes.
Our Solution:
We deployed our real-time threat detection service, configuring it to monitor all interactions with their core lending contracts. Our AI was trained on their protocol's specific logic and historical transaction data.
- Implemented mempool scanning to detect attack contract deployments and transaction bundling.
- Configured high-severity alerts for patterns indicative of re-entrancy and flash loan exploits.
- Established a baseline of normal user behavior to identify significant deviations.
- Integrated alerts directly into the client's incident response Slack channel for immediate action.
"Errna's AI didn't just send an alert; it told us exactly which transaction to block and why. It turned a potential catastrophe into a non-event. Their platform is now a non-negotiable part of our security stack."
- Alex Royce, CTO, DeFi Lending Protocol
Positive Outcomes:
Slashing Transaction Costs by 40% for an Enterprise Supply Chain Platform
Industry: Logistics & Supply Chain
Client Overview: A Fortune 500 company using a private consortium blockchain (based on Hyperledger Besu) to track high-value goods. Their transaction volume was scaling rapidly, leading to unpredictable and escalating operational costs related to gas fees and node infrastructure.
Key Challenges:
- Spiraling and unpredictable monthly gas expenditures.
- Lack of visibility into which business processes were generating the most on-chain costs.
- Inefficient smart contracts written without gas optimization in mind.
- Over-provisioned node infrastructure to handle peak loads, leading to waste.
Our Solution:
We integrated our Gas & Cost Optimization Engine with their private network. The platform analyzed transaction data, smart contract execution traces, and infrastructure metrics to build a complete cost profile.
- Pinpointed specific functions in their contracts responsible for 80% of gas consumption.
- Provided concrete code refactoring recommendations to reduce gas usage per transaction.
- Developed a predictive model for transaction batching to align with periods of lower network use.
- Offered right-sizing recommendations for their validator node infrastructure based on actual usage.
"We were treating blockchain costs as an unavoidable black box. Errna gave us the granular data we needed to understand and control our spending. The ROI was realized in less than three months."
- Amelia Norton, VP of Digital Transformation, Enterprise Logistics
Positive Outcomes:
Improving dApp Load Time by 60% for a High-Volume NFT Marketplace
Industry: Digital Assets & Gaming
Client Overview: A popular NFT marketplace experiencing significant user growth. Their platform felt sluggish, especially during peak trading times and new collection drops. Users were complaining about slow page loads and failed transactions, leading to high churn.
Key Challenges:
- Difficulty distinguishing between frontend, backend, RPC node, and smart contract latency.
- Frequent RPC node errors (e.g., 'rate limit exceeded', 'stale data').
- Poor user experience leading to a high cart abandonment rate during mints.
- Inability to proactively scale infrastructure ahead of demand spikes.
Our Solution:
We implemented our full-stack dApp Performance Monitoring service, correlating frontend user analytics with backend infrastructure health and on-chain contract performance.
- Deployed agents to monitor the health and latency of their third-party and in-house RPC nodes.
- Analyzed contract execution times to identify inefficient data-fetching patterns.
- Created a unified dashboard showing the entire user request lifecycle, from browser click to on-chain confirmation.
- Set up predictive alerts based on user traffic to enable proactive infrastructure scaling.
"We were chasing ghosts, blaming the frontend when the real issue was our RPC infrastructure. Errna's platform gave us the end-to-end visibility to find and fix the true bottleneck. Our user satisfaction scores have never been higher."
- Carter Fleming, Head of Engineering, NFT Marketplace
Positive Outcomes:
Technology Stack & Tools We Integrate With
Our platform is built to be flexible and interoperable, connecting with the leading blockchains, cloud providers, and DevOps tools you already use.
Trusted by Web3 Innovators and Enterprise Leaders
"Errna's AI observability platform is a game-changer. It caught a critical vulnerability in our staking contract that our auditors missed. It's like having a world-class security researcher watching over our protocol 24/7."
"The compliance and transaction monitoring tools are exceptional. We were able to automate our AML reporting, saving hundreds of hours per month and satisfying our banking partners with robust, auditable data."
"Before Errna, diagnosing performance issues was a nightmare of sifting through logs. Now, we have a single dashboard that correlates on-chain metrics with our infrastructure health. We can pinpoint and resolve bottlenecks in minutes, not days."
"The gas optimization recommendations alone paid for the service within the first quarter. Their AI identified inefficiencies in our most frequently called contract that resulted in a 30% cost reduction."
"As a product manager, the user behavior analytics are invaluable. Understanding how users interact with our dApp on-chain helps us prioritize our roadmap and build features that actually drive engagement."
"The level of expertise from their support team is unmatched. They don't just manage a tool; they provide genuine insights and act as a true partner in securing and scaling our infrastructure. Highly recommended."
Meet a Few of Our Blockchain & AI Experts
Our team combines deep expertise in AI, cybersecurity, and distributed systems. We are not just developers; we are architects and strategists committed to your success.
Akeel Q.
Manager, Certified AI & Machine Learning Specialist, Quantum Computing Expert
Prachi D.
Manager, Certified Cloud & IoT Solutions Expert, Expert in Artificial Intelligence Solutions
Vishal N.
Manager, Certified Hyper Personalization Expert, Senior Data Scientist (AI/ML)
Joseph A.
Expert Cybersecurity & Software Engineering
How AI-Powered Observability Compares
See the clear advantages of a purpose-built Web3 solution over traditional monitoring tools that lack the necessary context and intelligence.
| Feature | Errna AI-Powered Observability | Traditional APM & Logging Tools |
|---|---|---|
| Threat Detection Model | Predictive & Behavioral (Pre-Exploit) | Reactive & Signature-Based (Post-Exploit) |
| On-Chain Context | Deep understanding of contracts, mempool, consensus | Treats blockchain as a simple database |
| Gas Cost Analysis | Proactive optimization recommendations | Basic cost tracking only |
| Compliance Monitoring | Automated, real-time AML/KYC screening | Manual, after-the-fact analysis |
| Root Cause Analysis | Correlates on-chain, off-chain, and infra data | Siloed data requires manual correlation |
| Primary Focus | Business outcomes, risk mitigation, cost reduction | Server uptime and error rates |
Frequently Asked Questions
Monitoring tells you *when* something is broken (e.g., a node is down). Observability tells you *why* it's broken. Blockchain observability takes this a step further by providing deep, context-aware insights into the complex interactions within a decentralized system. It correlates on-chain data (transactions, smart contract states) with off-chain infrastructure performance to give you a complete picture of your application's health, security, and performance, enabling you to ask questions you didn't even know you had.
Yes. Our platform is designed to be chain-agnostic. While we have out-of-the-box support for major EVM-compatible chains, our core strength lies in custom integrations. Our engineering team will work with you to develop custom data collectors and AI models tailored to the specific architecture and logic of your L2, private chain, or consortium network. This is a core part of our service offering.
Our AI uses a multi-layered approach. First, it establishes a detailed "baseline" of your protocol's normal operational behavior—what typical transaction flows look like, normal gas consumption patterns, common user interactions, etc. Then, it uses anomaly detection algorithms to flag significant deviations from this baseline in real-time. These deviations, often invisible to the human eye, can be the earliest indicators of a novel attack vector being tested or executed. This allows us to detect threats without relying on pre-existing signatures.
The integration process is typically completed in 1-2 weeks, depending on the complexity of your environment. It involves deploying our lightweight data collectors to your nodes and infrastructure. For standard EVM chains, this is a very rapid process. For custom chains, it involves a scoping session followed by configuration. Our team handles the heavy lifting, ensuring minimal disruption to your development workflow.
Our platform automates key compliance tasks. It continuously screens all incoming and outgoing transactions against up-to-date sanctions lists (like OFAC) and known illicit wallet databases. It can trace the source and destination of funds, assign risk scores to wallets, and generate detailed, auditable reports required for AML/CFT regulations. This provides a robust, defensible compliance framework for engaging with financial institutions and regulators.
Ready to Move from Reactive to Predictive?
Stop guessing and start knowing. Schedule a free, no-obligation consultation with our AI and Blockchain experts. We'll walk you through a live demo and discuss how a tailored observability strategy can protect your assets, delight your users, and accelerate your growth.
Get Your Free Consultation