We build production-grade Solidity and Rust smart contracts with a security-first approach. Every contract undergoes formal verification and passes audits from firms like CertiK and OpenZeppelin before deployment. Our process ensures your core logic is unbreakable and gas-optimized.
LABS
Services
EVM Rollup AI-Optimization Consulting
Specialized consulting to architect and tune EVM-compatible rollups using AI for dynamic gas pricing, transaction ordering, and state management. Maximize throughput and minimize costs for DeFi and gaming dApps.
Chainscore © 2026
overview
CORE SERVICE
Smart Contract Development
Secure, audited smart contract development for DeFi, NFTs, and enterprise applications.
Deliver a secure, audited MVP in as little as 2 weeks with our battle-tested development framework.
- DeFi Protocols: Custom DEX/AMMs, lending/borrowing platforms, yield aggregators.
- NFT Ecosystems: ERC-721A/1155 marketplaces, generative art engines, and utility-driven collections.
- Enterprise Solutions: Supply chain tracking, tokenized assets, and custom consensus mechanisms.
key-features-cards
END-TO-END ROLLUP PERFORMANCE
Our AI-Optimization Capabilities
We architect and implement targeted AI solutions that directly enhance your EVM rollup's throughput, cost, and user experience. Move beyond generic AI promises to measurable infrastructure improvements.
01
AI-Powered Transaction Batching
Deploy ML models that dynamically batch transactions to maximize L1 block space utilization, reducing gas costs by up to 40% for end-users.
- How it works: Real-time analysis of transaction types, gas prices, and network congestion.
- Client Value: Predictable, lower fees and improved competitiveness for your dApps.
15-40%
Gas Cost Reduction
Real-time
Dynamic Optimization
02
Intelligent Sequencer Load Balancing
Implement AI-driven sequencer orchestration that distributes load across fault-tolerant clusters, eliminating bottlenecks and ensuring sub-second transaction inclusion.
- How it works: Predictive autoscaling and health-based routing.
- Client Value: Guaranteed 99.9% sequencer uptime SLA and consistent performance under load.
99.9%
Sequencer Uptime SLA
< 1 sec
Tx Inclusion
03
Predictive State Growth Management
Proactively manage rollup state bloat with ML models that forecast storage needs and optimize data availability strategies, controlling long-term operational costs.
- How it works: Analysis of contract deployment patterns and user growth trajectories.
- Client Value: Avoid unexpected cost spikes and plan infrastructure scaling with precision.
30-50%
Storage Cost Efficiency
Proactive
Capacity Planning
04
MEV-Aware Transaction Ordering
Integrate sophisticated detection and mitigation strategies for Maximal Extractable Value (MEV), protecting your users from front-running and sandwich attacks.
- How it works: On-chain pattern recognition and fair ordering protocols.
- Client Value: Build trust with a safer trading environment, attracting higher-value DeFi activity.
> 95%
Attack Detection Rate
Fair Ordering
Protocol Integration
05
Custom AI Agent Integration
Design and deploy autonomous agents for specific rollup operations, such as automated treasury management, real-time risk assessment, or dynamic fee market adjustment.
- How it works: Tailored agent development using frameworks like LangChain for on-chain actions.
- Client Value: Automate complex operational workflows, reducing manual overhead and enabling new product features.
Fully Custom
Agent Design
On-Chain Actions
Execution Scope
06
Performance Analytics & Optimization Loop
Establish a continuous feedback system where AI models analyze rollup performance metrics (TPS, latency, cost) and automatically suggest or deploy parameter optimizations.
- How it works: Closed-loop system connecting analytics dashboards to configuration management.
- Client Value: Your rollup continuously improves post-launch, maintaining a performance edge.
Continuous
Improvement Cycle
Data-Driven
Parameter Tuning
benefits
MEASURABLE RESULTS
Business Outcomes for Your Rollup
Our AI-Optimization Consulting delivers concrete improvements to your rollup's performance and economics. We focus on quantifiable metrics that directly impact your bottom line and user experience.
01
Reduced Transaction Costs
AI-driven gas optimization reduces L2 transaction fees by 15-40%, directly lowering operational costs and improving user adoption. We analyze and tune your sequencer, compression, and data availability strategies.
15-40%
Fee Reduction
< 2 weeks
To Implement
02
Enhanced Throughput & Finality
Optimize block production and state synchronization to achieve higher TPS and faster finality. We implement proven architectural patterns for sequencer efficiency and mempool management.
2-5x
Throughput Gain
< 2 sec
Avg. Finality
03
Improved Infrastructure Resilience
Strengthen your rollup's core infrastructure against downtime and attacks. We conduct health audits and implement failover mechanisms for your sequencer, RPC nodes, and cross-chain bridges.
99.9%
Uptime SLA
< 5 min
RTO Target
04
Accelerated Time-to-Market
Leverage our battle-tested frameworks and deployment pipelines to launch your optimized rollup or upgrade faster. We provide production-ready configurations and monitoring dashboards.
4-8 weeks
Full Deployment
Pre-audited
Code Templates
Choose the right level of support for your rollup
Structured Engagement Tiers
Compare our AI-optimization consulting packages, designed to scale from initial assessment to full production management.
| Optimization Focus | Discovery & Analysis | Implementation | Managed Operations |
|---|---|---|---|
Initial AI-Powered Architecture Review | |||
Custom Gas & Throughput Optimization Plan | |||
Sequencer & Prover Configuration Tuning | |||
MEV Strategy & PBS (Proposer-Builder Separation) Design | |||
On-chain Deployment & Integration Support | |||
Performance Benchmarking & Load Testing | 1 Test Suite | 3 Test Suites | Unlimited |
Post-Deployment Monitoring & Alerting | 7 Days | 30 Days | Ongoing (SLA) |
Dedicated Technical Account Manager | |||
Emergency Response Time SLA | N/A | Business Hours | < 1 Hour |
Typical Engagement Scope | Architecture Roadmap | Production Deployment | Full Lifecycle Management |
how-we-deliver
PROVEN FRAMEWORK
Our Methodology: From Analysis to Implementation
A structured, four-phase process designed to deliver measurable improvements in your rollup's performance, security, and cost-efficiency. We translate complex AI/ML concepts into actionable, production-ready infrastructure.
01
Architectural Assessment & Bottleneck Analysis
We conduct a deep technical audit of your current EVM rollup stack (Sequencer, Prover, Data Availability layer) to identify performance bottlenecks, cost inefficiencies, and security risks. This includes analyzing transaction throughput, gas usage patterns, and state growth.
72 hrs
Initial Report
15+ KPIs
Benchmarked
02
AI Model Selection & Integration Strategy
Based on the assessment, we design a tailored AI optimization strategy. This includes selecting and fine-tuning models for specific tasks: predictive gas pricing, transaction ordering for MEV capture, fraud proof acceleration, or state compression.
Custom
Model Fit
O(1) Proofs
Target Complexity
03
Secure Implementation & On-Chain Deployment
Our engineers implement the optimized modules using Solidity, Rust, or C++ as required. We follow security-first development with OpenZeppelin patterns and prepare for deployment on your testnet, ensuring seamless integration with your existing node infrastructure.
Zero-Downtime
Deployment SLA
Audit-Ready
Code Delivery
04
Performance Monitoring & Continuous Optimization
We deploy real-time monitoring dashboards to track the impact of AI optimizations on TPS, finality time, and operational costs. Our team provides ongoing support to retrain models and adapt to new network conditions or protocol upgrades.
24/7
Metrics Dashboard
< 5 sec
Alert Latency
use-cases
ARCHITECTURE FOR SCALE
Optimized for High-Performance dApps
Our AI-optimized EVM rollup consulting delivers the infrastructure required for dApps demanding high throughput, low latency, and predictable costs. We architect for the demands of DeFi, gaming, and social applications.
01
Sub-Second Finality
Engineer rollup sequencers and provers for deterministic, sub-second transaction finality, enabling real-time trading and gaming experiences.
< 1 sec
Avg. Finality
99.9%
SLA
02
Gas Cost Optimization
Implement AI-driven gas estimation and compression techniques to reduce L2 transaction fees by up to 90% compared to standard rollup configurations.
Up to 90%
Fee Reduction
AI-Powered
Methodology
03
High Throughput Sequencing
Design and deploy custom sequencer nodes capable of processing 10,000+ TPS, with horizontal scaling strategies for peak demand.
10,000+
Transactions/sec
Auto-Scaling
Architecture
04
Prover Performance Tuning
Optimize zero-knowledge or optimistic proof generation times, leveraging hardware acceleration and parallel processing to minimize proof overhead.
50% Faster
Proof Generation
Hardware-Accel
Optimization
05
State Management & Storage
Architect efficient state tree structures and data availability solutions to minimize storage costs while ensuring fast state reads for dApps.
> 70%
Storage Efficiency
Modular DA
Design
06
Security-First Architecture
Build with formal verification models, multi-signature sequencer sets, and fraud proof slashing conditions audited by leading security firms.
Formal Verification
Core Components
Audited
Security Standard
Technical & Commercial Questions
EVM Rollup AI-Optimization FAQ
Get clear answers on our AI-driven optimization process, timelines, security, and commercial terms.
We follow a structured 4-phase methodology: 1) Protocol Analysis & Benchmarking using our proprietary AI to analyze your existing rollup state (Geth, Erigon, etc.) and identify bottlenecks. 2) Model Training & Simulation where we train custom ML models on your specific transaction patterns to predict and optimize gas usage, state growth, and sequencing. 3) Implementation & Integration of optimized execution clients, data compression algorithms, and sequencer logic. 4) Validation & Stress Testing against historical and synthetic loads to verify performance gains. This data-driven approach is based on our work with 20+ L2 teams.
ENQUIRY
Get In Touch
today.
Our experts will offer a free quote and a 30min call to discuss your project.
NDA Protected
Confidentiality24h Response
Time to ValueDirectly to Engineering Team
No Sales Fluff10+
Protocols Shipped
$20M+
TVL Overall