Intelligent services for cognitive digital twin systems.
IXO Agentic Oracles are autonomous AI agents that provide intelligent services with decentralized identity, secure data storage, and blockchain integration. These oracles go beyond traditional data feeds by offering predictive and prescriptive capabilities that enable cognitive digital twins to anticipate future states and recommend optimal actions. By combining verifiable credentials with advanced analytics, IXO Oracles create trusted intelligence networks that can transform raw data into actionable insights across various domains.
Data Oracles
Traditional oracles that serve as data pipelines, bridging off-chain data onto blockchain networks to tell smart contracts “what is true” about the world. These provide validated external information but don’t foresee or influence future outcomes.
Agentic Oracles
Advanced agentic systems that leverage AI and data across the entire data maturity lifecycle. Unlike data oracles, they anticipate future outcomes and can prescribe or initiate actions to achieve desired results.
Ad Hoc & Reactive
Oracle acts on-demand, retrieving or publishing data only when called or when specific events trigger it. This establishes the foundation by collecting and validating raw data.
Descriptive Reporting
Oracle aggregates historical data to tell the story of what has happened. It produces reports or on-chain records of events, establishing a reliable source of truth.
Diagnostic Analysis
Beyond reporting events, the oracle analyzes causal factors and correlates data points to explain why something happened, providing deeper insights.
Predictive Analytics
Using machine learning and statistical models, the oracle forecasts future events or trends, delivering probabilistic predictions based on learned patterns.
Prescriptive Analytics
At the highest maturity level, the oracle suggests or initiates actions to shape future outcomes, functioning as an autonomous decision-maker.
Automated validation of data claims with configurable verification rules
Intelligent analysis of cause-effect relationships in impact data
Cryptographically signed proof of verification results
AI Agents
Causal Models
Attestation System
Proofing & Verification
Validating data and outcomes for accuracy and trustworthiness
Prediction
Forecasting future events based on data patterns and models
Prescribing Interventions
Recommending actions to achieve desired outcomes
Problem Detection & Resolution
Proactively identifying and resolving issues
Performance Monitoring
Tracking metrics and indicators continuously
Personalisation
Tailoring insights to specific contexts
Payment Automation
Triggering payments when verified conditions are met
Planning
Creating optimized action sequences and strategies
Privacy Protection
Ensuring sensitive data is handled confidentially
Prevention of Risks
Anticipating and mitigating potential problems
Pattern Recognition
Detecting important signals in large datasets
Participation of People
Maintaining human oversight and feedback
Policy Enforcement
Ensuring compliance with rules and governance
Portfolio Management
Continuously assessing and predicting asset performance
Process Optimisation
Finding efficiencies in workflows and supply chains
Protocol Adherence
Monitoring and enforcing decentralized protocol operations
Pathfinding
Validate impact claims with causal inference and evidence evaluation
Automated validation of data integrity and compliance with standards
Issue verifiable credentials based on verification results
Provide intelligent insights for decision-making processes
Forecast future trends and outcomes based on historical data
Initiate actions to optimize outcomes based on predictions
Data Protection
Oracle Security
Verification Integrity
Developer toolkit for building custom oracles
Example verification workflows
Security best practices for oracle implementation
Building advanced predictive capabilities
Set up your first oracle
Implement complex verification flows
Connect oracles to your application
Monitor oracle performance
Learn more about the technology behind Agentic Oracles in our article The Prophets of Web3 + AI.