We architect and deploy custom smart contracts on EVM and Solana that power your core business logic. Our development process ensures security-first design, gas optimization, and comprehensive testing.
LABS
Services
AI SocialFi Curation Engine Development
Design and deploy custom, on-chain AI models for ranking, filtering, and personalizing user feeds within SocialFi applications, enabling algorithmic sovereignty and user-controlled discovery.
Chainscore © 2026
overview
CORE SERVICE
Smart Contract Development
Secure, production-ready smart contracts built by Web3 experts.
- Custom Logic: Build
ERC-20,ERC-721,ERC-1155, staking, governance, and bespoke DeFi protocols. - Security Audits: All code undergoes internal review and integrates with
OpenZeppelinlibraries. - Full Lifecycle: From initial spec to mainnet deployment and post-launch monitoring.
Deliver a secure, auditable foundation for your token, NFT, or DeFi application in as little as 2-4 weeks.
key-features-cards
ENGINE ARCHITECTURE
Core Capabilities of Our AI Curation Engine
Our modular AI engine is purpose-built for SocialFi, delivering personalized content feeds, authentic community growth, and sustainable tokenomics. We deliver production-ready systems, not just prototypes.
02
Multi-Model Recommendation System
Deploy a hybrid AI system combining collaborative filtering, content-based analysis, and graph-based algorithms. We fine-tune open-source LLMs (like Llama, Mistral) for Web3 context to surface relevant content, connections, and conversations.
3+
AI Models
40%
Higher Engagement
04
Real-Time Content Moderation
Automated filtering for scams, hate speech, and malicious links using custom classifiers trained on Web3 datasets. Includes configurable escalation to human-in-the-loop review, ensuring community safety at scale.
< 2 sec
Flagging Speed
95%
Accuracy
06
Fully Managed API & Infrastructure
We deploy, monitor, and scale the entire engine stack. Includes dedicated APIs, real-time dashboards, and 99.9% uptime SLA on AWS/GCP. Your team integrates with simple endpoints, we handle the complexity.
99.9%
Uptime SLA
24/7
Monitoring
benefits
MEASURABLE IMPACT
Business Outcomes: Beyond Better Feeds
Our AI SocialFi Curation Engine delivers tangible business results, from user growth to revenue acceleration. We build systems that directly impact your key metrics.
01
Accelerated User Acquisition
Deploy a personalized, on-chain discovery engine that reduces user acquisition costs by surfacing relevant content and connections. Increase user sign-ups and daily active users through superior feed relevance.
40-60%
Lower CAC
3-5x
Higher Engagement
02
Monetization & Revenue Growth
Implement native tokenomics, creator tipping, and premium feed algorithms to unlock new revenue streams. Our engine integrates with DeFi primitives for seamless in-app value exchange and staking mechanisms.
2-4x
ARPU Increase
< 1 sec
Swap Settlement
03
Proven Protocol Security
Smart contracts and curation algorithms built with OpenZeppelin standards, audited by leading security firms. We ensure your token economics and user assets are protected from day one.
100%
Audit Coverage
Zero
Critical Bugs Shipped
04
Rapid Time-to-Market
Leverage our pre-built modules for on-chain social graphs, content indexing, and ML inference to launch your MVP in weeks, not months. Focus on product-market fit while we handle the complex infrastructure.
4-6 weeks
MVP Launch
99.9%
Feed Uptime SLA
05
Scalable On-Chain Architecture
Engine built for high-throughput SocialFi applications on EVM and Solana. Our systems handle millions of daily interactions with sub-second latency, ensuring performance at scale.
10k+ TPS
Event Processing
< 200ms
Feed Latency
Structured Roadmap to Launch
Phased Development Tiers
A modular approach to building your AI SocialFi curation engine, from MVP to full-scale enterprise platform.
| Core Deliverables | Launchpad (MVP) | Growth (Full Stack) | Scale (Enterprise) |
|---|---|---|---|
AI Curation Smart Contracts | |||
On-Chain Reputation & Staking | Basic | Advanced with slashing | Custom governance |
Content Feed & Discovery API | Read-only | Read/Write with indexing | Multi-chain & real-time |
Tokenomics Design & Integration | Standard ERC-20 | Custom incentive models | Multi-token ecosystem |
Smart Contract Security Audit | Basic review | Full audit by top 3 firm | Continuous audit & bug bounty |
Frontend Application (React/Next.js) | Basic dApp interface | Full-featured web app | White-label mobile SDK |
Backend Infrastructure & Indexing | Managed subgraph | Dedicated indexer nodes | Geo-distributed cluster |
Deployment & DevOps Support | Testnet deployment | Mainnet deployment + monitoring | Multi-chain deployment automation |
Ongoing Support & SLA | Email support | 24/7 monitoring & 12h response | Dedicated engineer & 1h response |
Estimated Timeline | 4-6 weeks | 8-12 weeks | 12+ weeks (custom) |
Starting Price | $25,000 | $75,000 | Custom Quote |
how-we-deliver
PROVEN FRAMEWORK
Our Delivery Methodology
We deliver production-ready AI SocialFi curation engines through a structured, transparent process designed for technical founders. Our methodology ensures predictable timelines, secure architecture, and measurable outcomes.
01
Discovery & Architecture Design
We conduct a 2-week technical deep-dive to define your curation logic, tokenomics, and data pipelines. Deliverables include a detailed technical spec, system architecture diagram, and a phased roadmap for MVP and scaling.
2 weeks
Technical Spec
3+ models
Architecture Options
02
Smart Contract & Protocol Development
Secure, gas-optimized contract development for staking, rewards, and governance. Built with Solidity 0.8+, OpenZeppelin libraries, and comprehensive unit/integration testing. Includes deployment scripts for EVM-compatible chains.
100% coverage
Unit Tests
OpenZeppelin
Security Base
03
AI Curation Engine Integration
Development of the core ML pipeline for content scoring, user reputation, and feed personalization. We implement and fine-tune models (e.g., BERT, GNNs) using PyTorch/TensorFlow, with on-chain/off-chain data orchestration.
< 100ms
Inference Latency
Real-time
Data Pipelines
04
Security Audit & Penetration Testing
Mandatory third-party smart contract audit from firms like Quantstamp or CertiK before mainnet deployment. Includes a full-stack penetration test covering the web app, APIs, and data infrastructure.
2 Audits
Minimum Standard
Critical: 0
Audit Target
05
Staging Deployment & Load Testing
Full deployment to a staging environment matching production specs. We conduct rigorous load testing simulating 10k+ concurrent users to validate scalability, database performance, and gas cost estimates.
10k+
Concurrent Users
99.9%
Staging Uptime
06
Production Launch & DevOps Handoff
Managed mainnet deployment with comprehensive monitoring (Prometheus/Grafana), alerting, and incident runbooks. We provide full documentation and DevOps handoff for ongoing operations.
24/7
Launch Support
Full Docs
Included
AI SocialFi Curation Engine
Frequently Asked Questions
Common questions from CTOs and founders about our development process, timelines, and technical approach.
A production-ready MVP with core curation, tokenomics, and social features typically deploys in 6-10 weeks. Complex, multi-chain systems with advanced AI/ML models can take 12-16 weeks. We break projects into 2-week sprints with clear deliverables, starting with architecture design and smart contract audits.
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