We architect and deploy production-grade smart contracts that are secure by design. Our development process integrates formal verification and multi-stage audits to eliminate vulnerabilities before deployment.
LABS
Services
Cairo StarkNet AI-Powered Prover Optimization
We develop and integrate custom AI models to dynamically optimize STARK proof generation parameters and circuit configurations on StarkNet, delivering faster finality and lower costs.
Chainscore © 2026
overview
CORE SERVICE
Smart Contract Development
Secure, audited smart contracts built to your exact specifications and deployed on-chain.
- Custom Logic: Build
ERC-20,ERC-721,ERC-1155, and bespoke contracts for DeFi, NFTs, DAOs, and enterprise use cases. - Full Lifecycle: From initial specification and
Solidity/Vyperdevelopment to deployment, verification, and ongoing maintenance. - Security First: Every contract undergoes manual review, automated analysis with tools like Slither, and optional third-party audits from leading firms.
We deliver contracts with a 100% on-time deployment record and zero critical vulnerabilities post-audit for our clients.
key-features-cards
PRODUCTION-READY SOLUTIONS
Our AI Prover Optimization Capabilities
We deliver measurable improvements to your Cairo-based StarkNet prover performance, directly reducing operational costs and accelerating transaction finality.
01
AI-Powered Constraint System Optimization
Our proprietary AI models analyze and optimize your Cairo constraint system, identifying and eliminating computational bottlenecks to reduce proving time by up to 40%.
40%
Avg. Proving Time Reduction
Cairo 1.0+
Protocol Support
02
Custom Prover Hardware Orchestration
We architect and manage GPU/CPU clusters specifically tuned for Cairo STARK proofs, ensuring optimal resource allocation and maximizing hardware efficiency for your workload.
99.5%
Hardware Utilization
AWS/GCP
Cloud Agnostic
03
Prover Performance Monitoring & Analytics
Gain real-time visibility into prover metrics, trace gas costs per operation, and receive automated alerts for performance degradation with our dedicated dashboard.
Real-time
Metrics
< 100ms
Alert Latency
04
Gas Cost Optimization for L2 Operations
We analyze and refactor your Cairo logic to minimize L1 settlement gas costs, focusing on storage, computation, and calldata patterns specific to StarkNet's proof system.
Up to 35%
Gas Savings
Full Audit Trail
Cost Attribution
benefits
DELIVERABLES
Business Outcomes: Faster, Cheaper StarkNet Scaling
Our AI-powered prover optimization directly translates into measurable business results for your StarkNet application. We focus on delivering concrete improvements in speed, cost, and reliability.
01
Reduced Proving Costs
Our AI-driven optimization slashes STARK proof generation costs by up to 40%, directly lowering your operational expenses and improving transaction fee economics for end-users.
Up to 40%
Cost Reduction
Pay-per-proof
Pricing Model
02
Faster Transaction Finality
Accelerate proof generation times, enabling sub-2 minute finality for complex DeFi transactions. This improves user experience and unlocks new real-time application possibilities.
< 2 min
Finality Target
Parallel Processing
Architecture
03
Enhanced Scalability & Throughput
Handle higher transaction volumes without congestion. Our optimized prover infrastructure supports scaling to thousands of TPS, future-proofing your application's growth.
1000+ TPS
Scalability Target
Horizontal Scaling
Infrastructure
04
Developer Velocity & Time-to-Market
Integrate with our managed prover service in weeks, not months. We provide SDKs, comprehensive documentation, and dedicated support to accelerate your StarkNet deployment.
2-4 weeks
Integration Timeline
Full SDK
Developer Tools
05
Enterprise-Grade Reliability
Built on battle-tested Cairo 1.0 with 99.9% uptime SLAs. Our system undergoes regular security audits and features multi-region redundancy for mission-critical applications.
99.9%
Uptime SLA
Cairo 1.0
Core Protocol
06
Predictable Performance & Analytics
Gain full visibility into prover performance and costs with our real-time dashboard. Monitor metrics, set alerts, and optimize resource allocation based on data-driven insights.
Real-time
Dashboard
Cost Analytics
Key Feature
Choose Your Optimization Path
StarkNet Prover Optimization Service Tiers
Compare our structured service packages designed to accelerate your Cairo-based StarkNet prover performance, from initial assessment to enterprise-grade optimization.
| Optimization Feature | Performance Audit | Prover Tuning | Enterprise Suite |
|---|---|---|---|
Initial Prover Performance Audit & Report | |||
Cairo-VM Execution Trace Analysis | |||
Custom Constraint System Optimization | |||
Parallel Proving Pipeline Configuration | |||
AI-Powered Hint Optimization | |||
Recursive Proof Strategy Design | |||
Integration Support & Deployment | Advisory | Hands-on | Dedicated Engineer |
Performance Uplift Guarantee | Up to 2x | 3x - 5x | 5x+ (Custom Target) |
Ongoing Support & Updates | 30 days | 6 months | 12-month SLA |
Typical Engagement Timeline | 2 weeks | 4-6 weeks | 8+ weeks |
Starting Project Scope | $15,000 | $50,000 | Custom Quote |
how-we-deliver
A PROVEN 4-STEP FRAMEWORK
Our Methodology: From Audit to AI Integration
Our systematic approach ensures your Cairo-based StarkNet prover is optimized for maximum performance, security, and cost-efficiency before AI enhancement.
01
Comprehensive Performance & Security Audit
We conduct a deep-dive analysis of your existing Cairo prover, identifying bottlenecks in computation, memory usage, and cryptographic operations. Security reviews follow OpenZeppelin standards to eliminate vulnerabilities before optimization.
100%
Code Coverage
< 72 hrs
Initial Report
02
Manual Cairo Optimization
Our StarkNet experts refactor critical paths, implement Cairo-native patterns for cheaper storage, and optimize Pedersen/Merkle proof computations. This establishes the high-performance baseline required for effective AI training.
40-60%
Gas Reduction
2-4x
Speed Improvement
03
AI Model Training & Integration
We train custom ML models on your optimized codebase to predict and pre-compute proof steps. The model is then embedded as a verifiable Cairo contract, creating a hybrid prover that learns from its execution history.
Proprietary
ML Models
On-Chain
Verifiable Inference
Technical Deep Dive
AI Prover Optimization: Key Questions
Get specific answers on how we accelerate and optimize your Cairo StarkNet prover performance with custom AI models.
A standard optimization engagement takes 3-6 weeks, broken into phases: 1-2 weeks for performance analysis and benchmark establishment, 2-3 weeks for model development and integration, and 1 week for testing and final deployment. Complex protocols with custom circuits may extend this timeline.
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