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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

Social Prediction Community Moderation Systems

We build custom on-chain and off-chain tooling for content moderation, spam prevention, and dispute management to ensure the integrity and scalability of your decentralized social prediction platform.
Chainscore © 2026
overview
CORE SERVICE

Smart Contract Development

Secure, audited smart contract development for DeFi, NFTs, and enterprise applications.

We architect and deploy production-grade smart contracts on EVM and Solana. Our code-first approach ensures security, gas efficiency, and upgradability from day one, reducing time-to-market and audit costs.

Deploy with confidence using battle-tested patterns from OpenZeppelin and Solana Anchor.

Our development lifecycle delivers:

  • Formal Specification: Requirements mapped to Solidity 0.8+ or Rust logic.
  • Modular Architecture: Reusable, audited components for ERC-20, ERC-721, and custom logic.
  • Comprehensive Testing: Unit, integration, and fork testing on Goerli/Sepolia and Devnet.
  • Security-First: Pre-audit review and documentation for seamless third-party verification.

Outcomes for your project:

  • Faster Launch: Production-ready contracts in 2-4 weeks.
  • Reduced Risk: Mitigate vulnerabilities before mainnet deployment.
  • Future-Proof Code: Built with upgrade paths and governance hooks.
key-features-cards
ENTERPRISE-GRADE GOVERNANCE

Core Moderation System Capabilities

Our modular, on-chain moderation suite provides the precise tools to manage content, reward quality, and enforce community standards at scale, directly integrated into your prediction market's incentive structure.

01

Automated Content & Spam Filtering

Real-time detection and flagging of low-quality, duplicate, or malicious content using customizable rule engines and ML models. Reduces manual review workload by over 70% while maintaining high accuracy.

> 70%
Manual Review Reduction
< 100ms
Flagging Latency
02

On-Chain Reputation & Staking

Implement token-based reputation scores and staking mechanisms for content submission. Users stake tokens to post, with slashing for rule violations, aligning incentives with community health.

ERC-20/ERC-1155
Token Standards
Customizable
Slashing Logic
03

Decentralized Dispute Resolution

Multi-tiered appeal and arbitration system. Escalates flagged content from automated review to community juries or appointed moderators, ensuring fair and transparent outcomes.

3-Tier
Escalation Path
Time-Locked
Resolution Cadence
04

Real-Time Analytics & Dashboards

Comprehensive dashboards for moderators and administrators tracking key health metrics: flag volume, resolution times, top reporters, and community sentiment trends.

Real-Time
Data Feed
Custom KPIs
Dashboard Metrics
05

Modular Rule Engine & SDK

Flexible, no-code rule builder and developer SDK to define custom moderation logic, integrate external data oracles, and adapt policies as your community evolves.

Plug-and-Play
Modules
TypeScript SDK
Developer Tools
06

Audit Trail & Immutable Logging

Every moderation action—from auto-flag to final arbitration—is immutably logged on-chain or to secure off-chain storage, providing full transparency and compliance readiness.

On-Chain Proof
Action Logging
IPFS/Arweave
Storage Options
benefits
TANGIBLE RESULTS

Business Outcomes for Your Prediction Platform

Our Social Prediction Community Moderation Systems are engineered to deliver measurable improvements in platform integrity, user trust, and operational efficiency. Here’s what you can expect.

01

Enhanced Platform Integrity & Trust

Automated detection and mitigation of spam, market manipulation, and Sybil attacks. We implement on-chain reputation scoring and off-chain content analysis to create a self-policing community, directly increasing user confidence and participation.

>90%
Spam Reduction
Real-time
Threat Detection
02

Reduced Operational Overhead

Deploy a scalable, automated moderation layer that reduces the need for large, manual moderation teams. Our systems handle report triage, evidence aggregation, and initial dispute resolution, freeing your team to focus on core product development.

Up to 70%
Lower Mod Costs
24/7
Automated Coverage
03

Accelerated Time-to-Market

Leverage our battle-tested, modular moderation components for prediction markets. We provide pre-audited smart contracts for governance, staking slashing, and dispute resolution, allowing you to launch a secure, compliant platform in weeks, not months.

< 4 weeks
Integration Time
Pre-audited
Core Modules
04

Data-Driven Community Insights

Gain actionable intelligence on user behavior, prediction quality, and community health. Our systems provide dashboards and APIs that reveal top predictors, common dispute patterns, and sentiment trends to inform platform governance and feature development.

Real-time
Analytics Feed
Custom APIs
For Integration
05

Regulatory & Compliance Readiness

Build with compliance in mind. Our moderation frameworks include configurable KYC/AML hooks, transaction monitoring alerts, and immutable audit trails for all moderation actions, helping you meet evolving global standards for prediction platforms.

Immutable
Audit Trail
Configurable
Policy Engine
06

Scalable Dispute Resolution

Implement a multi-layered dispute system combining automated checks, community jury pools (with staking), and final administrative oversight. This ensures fair, transparent, and efficient resolution that scales with your user base.

< 48 hours
Avg. Resolution
On-chain
Finality & Proof
Choose the right level of support for your prediction market

Moderation System Implementation Tiers

Compare our structured service packages for implementing and managing on-chain moderation systems, designed to scale with your community's needs and compliance requirements.

Feature / CapabilityStarterProfessionalEnterprise

Custom Moderation Smart Contracts

On-Chain Reputation & Slashing Logic

Basic

Advanced

Fully Custom

Pre-Deployment Security Audit

Standard Review

Comprehensive Audit

Multi-Firm Audit

Gas-Optimized Deployment

Integration Support (UI/Backend)

Documentation Only

2 Weeks

Full Integration

Real-Time Alerting & Dashboard

Incident Response SLA

Best Effort

< 12 Hours

< 1 Hour

Ongoing Governance Updates

Quarterly

Monthly + On-Demand

Dedicated Technical Account Manager

Estimated Implementation Timeline

3-4 Weeks

6-8 Weeks

8-12 Weeks

Starting Project Cost

$25K

$75K

Custom Quote

how-we-deliver
BUILDING TRUST AT SCALE

Our Delivery Methodology

We deliver robust, scalable moderation systems through a proven, security-first process that ensures your community platform is secure, compliant, and ready for launch.

01

Architecture & Protocol Design

We design a bespoke moderation architecture tailored to your community's consensus model, integrating on-chain governance (e.g., Snapshot, Tally) with off-chain logic for scalable, gas-efficient operations.

2-3 weeks
Design Phase
Gas-Optimized
Core Focus
02

Smart Contract Development

Secure, auditable smart contracts for staking, slashing, and reputation scoring, built with Solidity 0.8+ and OpenZeppelin libraries. Includes upgradability patterns for future-proofing.

OpenZeppelin
Security Standard
Upgradable
Architecture
03

Security Audit & Testing

Comprehensive unit, integration, and fuzz testing, followed by a formal audit report from a leading third-party firm. We ensure your system is resilient against common attack vectors.

Third-Party
Audit Mandatory
100% Coverage
Unit Test Goal
04

Frontend & Dashboard Integration

A responsive admin dashboard and user interface for moderators and community members, built with React/Next.js. Features real-time alerts, proposal management, and reputation tracking.

React/Next.js
Tech Stack
Real-Time
Data Feeds
05

Deployment & Mainnet Launch

Managed deployment to your chosen EVM network (Ethereum, Polygon, Arbitrum) with comprehensive monitoring, incident response playbooks, and initial validator onboarding.

Multi-Chain
Deployment Ready
24/7 Monitoring
Post-Launch
06

Ongoing Support & Iteration

Post-launch support, analytics on moderator performance, and iterative upgrades based on community feedback and on-chain data to continuously improve governance efficiency.

SLA-Based
Support Tiers
Data-Driven
Improvements
Social Prediction Community Moderation

Frequently Asked Questions

Common questions from CTOs and product leads about building secure, scalable moderation systems for prediction markets.

We deliver a production-ready, custom moderation system in 4-6 weeks for a standard scope. This includes design, smart contract development, off-chain bot integration, and initial testing. Complex integrations (e.g., multi-chain oracles, custom reputation models) may extend this to 8-10 weeks. We provide a detailed project plan within the first week of engagement.

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