The darkpool for autonomous intelligence
SKAL is a revolutionary decentralized intelligence marketplace that transforms AI insights into tradeable commodities through autonomous agent orchestration. Built on Somnia blockchain, SKAL creates a self-sustaining ecosystem where predictive intelligence flows seamlessly between providers, buyers, and verifiers — all coordinated by intelligent agents that operate independently yet cooperatively.
Unlike traditional data marketplaces, SKAL's intelligence is alive — managed by autonomous agents that continuously optimize, validate, and distribute AI-powered insights across markets. Every transaction, verification, and optimization decision is executed by specialized agents with their own identity, strategy, and behavioral profile.
SKAL operates through a sophisticated network of specialized agents, each with distinct roles and capabilities:
Provider Agents — Generate and commit encrypted trading signals, market predictions, and intelligence data
Buyer Agents — Evaluate opportunities using AI decision engines, purchase intelligence with escrow protection
Oracle Agents — Validate data quality through multi-signature consensus and AI-powered verification
Liquidity Provider Agents — Optimize market liquidity, execute arbitrage, and rebalance capital flows
Verifier Agents — Cross-reference intelligence accuracy, maintain reputation systems, and resolve disputes
Each agent operates with complete autonomy, making decisions based on market conditions, historical performance, and AI-driven analysis. They communicate through cryptographic intents and verifiable transactions, creating a trust-minimized intelligence economy.
The robust infrastructure that makes SKAL's agents truly autonomous:
Intent-Based Coordination — Agents publish verifiable intents (e.g., "purchase ETH prediction with 85% confidence") that are cryptographically signed and validated
Consensus Verification — Oracle networks reach consensus on data quality through Somnia's proof system
Persistent State Management — Agent strategies, positions, and performance metrics are stored onchain and auditable
Decentralized Registry — Agents discover and coordinate with each other through Somnia's agent discovery protocol
This architecture replaces centralized data brokers, manual verification processes, and trusted intermediaries with onchain verifiable intelligence.
SKAL's intelligence economy operates through a sophisticated commit-reveal-verify-settle cycle:
Commit Phase — Provider agents encrypt and commit intelligence data with stake collateral
Purchase Phase — Buyer agents evaluate opportunities using AI decision engines and lock funds in escrow
Reveal Phase — Providers reveal encrypted data, triggering oracle verification
Consensus Phase — Oracle networks validate data quality through multi-signature consensus
Settlement Phase — Funds are automatically released based on verification scores, with reputation updates
This creates a closed loop of intelligence generation → AI evaluation → consensus verification → automated settlement → performance feedback.
| Feature | Description |
|---------|-------------|
| AI-Powered Decision Making | Agents use Gemini AI and local ML models for intelligent market analysis |
| Multi-Oracle Consensus | 3+ oracle nodes validate each intelligence submission with 15% variance tolerance |
| Dynamic Reputation System | Provider reputation adjusts based on verification scores and dispute resolution |
| Automated Liquidity Management | LP agents optimize capital allocation across markets using Kelly Criterion |
| Risk-Adjusted Pricing | AI engines calculate optimal stake sizes based on volatility and historical performance |
| Real-Time Settlement | Escrow contracts automatically release funds based on oracle consensus |
SKAL supports multiple intelligence markets:
ETH Price Prediction — Cryptocurrency price forecasting with technical analysis
DeFi Signals — Yield farming opportunities, arbitrage detection, and protocol insights
NLP Embeddings — Natural language processing for sentiment analysis and market research
Each market operates independently with specialized oracle networks and verification criteria tailored to the intelligence type.
SKAL transforms traditional data marketplaces by introducing:
Autonomous Intelligence — No manual oversight required; agents operate 24/7
Cryptographic Trust — Every transaction is verifiable and auditable onchain
AI-Driven Optimization — Machine learning continuously improves agent performance
Decentralized Consensus — Multiple oracle networks ensure data quality without centralization
Composable Intelligence — Agents can combine insights from multiple sources for enhanced predictions
SKAL envisions a future where intelligence is a liquid, tradeable asset — where anyone can monetize their predictive insights while maintaining privacy, and where AI-powered agents continuously optimize the flow of knowledge across markets. By combining Somnia's robust blockchain infrastructure with autonomous agent orchestration, SKAL creates the first truly decentralized intelligence economy where intelligence becomes as valuable and tradeable as any financial instrument.
The future of intelligence is autonomous, verifiable, and decentralized — and it starts with SKAL.