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Free 30-min Web3 Consultation
Book Consultation
Smart Contract Security Audits
View Audit Services
Custom DeFi Protocol Development
Explore DeFi
Full-Stack Web3 dApp Development
View App Services
Free 30-min Web3 Consultation
Book Consultation
Smart Contract Security Audits
View Audit Services
Custom DeFi Protocol Development
Explore DeFi
Full-Stack Web3 dApp Development
View App Services
Free 30-min Web3 Consultation
Book Consultation
Smart Contract Security Audits
View Audit Services
Custom DeFi Protocol Development
Explore DeFi
Full-Stack Web3 dApp Development
View App Services
LABS
Services

Arbitrum Nitro for Low-Cost Inference

We design and deploy scalable AI inference services on Arbitrum Nitro rollups, delivering Ethereum-grade security with transaction costs reduced by 90% compared to mainnet.
Chainscore © 2026
overview
FULL-STACK INFRASTRUCTURE

Custom Blockchain Development

End-to-end blockchain solutions from protocol design to mainnet deployment.

We architect and build bespoke blockchain networks and Layer 2 solutions tailored to your specific throughput, privacy, and consensus needs. Deliverables include:

  • Custom EVM or Substrate-based chains with optimized gas economics.
  • Bridging and interoperability modules for multi-chain asset flows.
  • Production-ready node infrastructure with 99.9% uptime SLAs.

Go from concept to mainnet in as little as 8 weeks with our battle-tested development framework.

Our process includes security-first development with audits from firms like Quantstamp, comprehensive documentation, and hands-on DevOps support for a seamless launch.

key-features-cards
ARCHITECTURE

Our Arbitrum Nitro AI Inference Stack

We build and manage the complete infrastructure layer for on-chain AI, delivering enterprise-grade performance and reliability for production workloads.

01

Optimized Model Deployment

We deploy and fine-tune open-source LLMs (Llama, Mistral) and custom models on Arbitrum Nitro, achieving sub-second inference latency and 90% lower gas costs versus L1 execution.

< 1 sec
Avg. Inference
90%
Gas Savings
02

Proven Security & Audits

Our inference stack uses battle-tested smart contracts and off-chain components, with security patterns reviewed by OpenZeppelin and CertiK to protect model integrity and user data.

2
Audit Partners
Zero
Critical Issues
03

Scalable Node Infrastructure

We provision and manage auto-scaling GPU clusters (AWS/Azure) with 99.9% uptime SLA, ensuring consistent throughput for high-volume inference requests without manual intervention.

99.9%
Uptime SLA
Auto-scale
GPU Nodes
04

Developer-First Tooling

Get a complete SDK with TypeScript/Go clients, real-time monitoring dashboards, and pre-built adapters for popular frameworks to integrate in under 2 weeks.

< 2 weeks
Integration Time
Full SDK
Included
benefits
TANGIBLE ROI

Business Outcomes: Why Deploy AI on Arbitrum Nitro

Deploying AI inference on Arbitrum Nitro isn't just a technical choice—it's a strategic business decision. Our managed service delivers measurable outcomes that directly impact your bottom line and competitive edge.

01

Radical Cost Reduction

We architect your AI models to leverage Arbitrum's L2 scaling, slashing inference costs by 90-95% compared to on-chain execution. This transforms AI from a cost center into a scalable, profitable service.

90-95%
Cost Reduction
$0.01
Avg. Inference Cost
02

Sub-Second Finality

Our optimized deployment ensures AI inference results are settled on Ethereum in under 1 second via Arbitrum Nitro. This enables real-time applications like on-chain trading agents and dynamic NFT generation.

< 1 sec
Settlement Time
24/7
Real-Time Availability
03

Enterprise-Grade Security & Compliance

We implement security-first architecture with formal verification for critical logic, inheriting Ethereum's battle-tested security. Our deployments are audit-ready and compliant with institutional standards.

100%
Ethereum Security
Formal Verification
Critical Components
04

Faster Time-to-Market

Leverage our pre-built templates and deployment pipelines for popular AI frameworks (PyTorch, TensorFlow). Go from concept to production-grade, cost-optimized inference in weeks, not months.

2-4 weeks
Production Deployment
Pre-Built Pipelines
Accelerated Dev
05

Seamless Ethereum Composability

Your AI model becomes a native, trustless component of the Ethereum ecosystem. Enable direct integration with DeFi protocols, DAOs, and smart contracts for autonomous, intelligent on-chain applications.

Native
EVM Compatibility
Unlimited
Integration Surface
06

Managed Infrastructure & SLAs

We provide full lifecycle management with 99.9% uptime SLA, automated scaling, and 24/7 monitoring. Focus on your AI logic while we handle the complex blockchain infrastructure.

99.9%
Uptime SLA
24/7
Monitoring & Support
Cost & Complexity Analysis

Build vs. Buy: AI Inference Infrastructure Options

Compare the total cost of ownership, time-to-market, and operational burden of building your own AI inference layer on Arbitrum Nitro versus using Chainscore's managed service.

FactorBuild In-HouseChainscore Managed Service

Time to Production

4-6 months

2-4 weeks

Initial Development Cost

$150K - $400K+

$0 (Service Fee Only)

Annual Maintenance & DevOps

$120K - $250K

Included

Arbitrum Nitro Expertise Required

Senior DevOps + Solidity

None (We Manage)

Security & Audit Overhead

High (Your Responsibility)

Low (Our SLA, Audited Patterns)

Model Serving Latency (p95)

Variable (Your Optimization)

< 500ms SLA

Scalability & Auto-scaling

Manual Implementation

Built-in, Automatic

Uptime & Reliability SLA

Your Team's Responsibility

99.9% Guaranteed

Total Cost of Ownership (Year 1)

$270K - $650K+

Starting at $60K/year

Focus for Your Team

Infrastructure

Core Product & AI Logic

how-we-deliver
PREDICTABLE, TRANSPARENT, AND FAST

Our Delivery Process: From Design to Production

A structured, milestone-driven approach to deploying your low-cost Arbitrum Nitro inference solution. We deliver production-ready infrastructure with clear timelines and guaranteed SLAs.

01

Architecture & Design Review

We analyze your inference model's computational profile and design a custom Nitro rollup architecture. This includes defining the optimal data availability layer, sequencer configuration, and gas token strategy to minimize your operational costs.

1-3 days
Design Sprint
Custom
Cost Model
02

Smart Contract & L2 Development

Our team develops and audits the core on-chain components: the custom bridge for model inputs/outputs, fee management contracts, and any required L2-native logic using Solidity and the Nitro SDK for seamless Ethereum compatibility.

OpenZeppelin
Security Patterns
2-4 weeks
Development Cycle
03

Sequencer & Node Deployment

We provision, configure, and secure your dedicated Nitro sequencer and full nodes. This includes setting up high-availability infrastructure, RPC endpoints, and block explorers, ensuring 99.9% uptime from day one.

99.9%
Uptime SLA
AWS/GCP
Infra Partners
04

Integration & Stress Testing

We integrate your inference application with the new L2, execute comprehensive load and security tests simulating real-world traffic, and provide a detailed performance report covering TPS, finality times, and cost per inference.

< 1 sec
Target Finality
Full Report
Delivered
05

Production Launch & Monitoring

We manage the mainnet deployment, bridge initialization, and handover. You receive 24/7 monitoring dashboards for sequencer health, transaction volume, and cost analytics, along with ongoing support.

24/7
Monitoring
SLA Backed
Support
06

Documentation & Knowledge Transfer

We deliver complete technical documentation, operational runbooks, and admin training for your team. This ensures you have full ownership and the ability to scale and modify the infrastructure independently.

Complete Docs
Delivered
Hands-on
Training
Arbitrum Nitro for Low-Cost Inference

Frequently Asked Questions

Get clear answers on how we build, deploy, and support cost-efficient AI inference solutions on Arbitrum Nitro.

From initial scoping to mainnet deployment, a typical project takes 4-8 weeks. This includes 1-2 weeks for architecture design, 2-4 weeks for core development and on-chain integration, and 1-2 weeks for security audits and final deployment. We provide a detailed sprint-by-sprint timeline after the initial technical discovery call.

ENQUIRY

Get In Touch
today.

Our experts will offer a free quote and a 30min call to discuss your project.

NDA Protected
24h Response
Directly to Engineering Team
10+
Protocols Shipped
$20M+
TVL Overall
NDA Protected Directly to Engineering Team