Free discovery and optional agent registration for AI agents, bots and autonomous systems
Production-ready AI solutions for financial institutions and enterprises
Stage
Not given
Established
Founded
Not given
Not given
Based in
FR
IN
Pricing model
Freemium
Not given
Pricing
Free discovery and agent registration; optional paid tools from 0.001 USDC per call. Machine Resolve 0.001 USDC per resolution; Safe Preflight and core x402 tools 0.010 USDC per call (3 free preview calls per 24 hours). Agent Safety Audit 299 € once; Production Pilot 990 € for 14 days; HumanMirror M
Not given
Key features
Clean JSON data formatting
Remove duplicate records
Normalize inconsistent data entities
Check data quality before delivery
Safe Preflight policy and risk checking
Execution Receipt for proof of work
Schema Compatibility detection
Output Quality Gate verification
Payment Rescue recovery advisory
Agent Safety Audit with three failure scenarios
Pre-built, finance-specific models for rapid deployment
AI models tested for reliability, accuracy, and regulatory compliance
Cloud, on-premise, and hybrid deployment options
Seamless API integration with existing infrastructure
KYC and transaction document processing
Transaction anomaly detection
Automated underwriting for lending and insurance
AI cashflow forecasting
What makes it different
Free agent discovery with no wallet or credit card required
Agents retain control of credentials, wallets and budgets
Supports existing MCP, A2A, x402 and Stripe integrations
Machine-first architecture with API-readable discovery
Mission qualification without automatic execution or payment
350M+ annual API calls managing mission-critical applications
Over 11 years of dedicated AI and ML research
Production-ready models that reduce time to implementation
Streamlined solutions optimizing implementation and operational costs
OmniDome by HumanMirror
Arya.ai