Architecture & Risk Engine
Autonomous risk detection and architecture mapping for fintech, high-load SaaS, and regulated infrastructure
Machine27 Engine
Architecture & Risk Engine for complex systems
Autonomous analysis of your system architecture. Detect risks, plan changes, and maintain continuous insight into complex infrastructure.
What It Understands
Architecture Diagrams
Parses C4, UML, and custom architecture diagrams to understand system structure and component relationships.
Service Definitions
Analyzes service configurations, API contracts, and microservice definitions to map dependencies.
Configuration Files
Reads infrastructure-as-code, deployment configs, and environment settings to understand operational context.
System Logs
Processes application and infrastructure logs to identify patterns, anomalies, and operational issues.
Support Tickets
Analyzes incident reports and support tickets to correlate issues with architectural weak points.
Incident Reports
Reviews post-mortems and incident data to build a comprehensive risk profile of your system.
What It Produces
Architecture Maps
Interactive visualizations of your complete system architecture with real-time dependency tracking and component relationships.
Risk Maps
Comprehensive risk assessments highlighting vulnerabilities, single points of failure, and potential cascading failures.
Weak-Point Analysis
Detailed reports on architectural bottlenecks, performance constraints, and areas requiring immediate attention.
Migration Plans
Step-by-step migration strategies with risk mitigation, rollback procedures, and impact analysis for system changes.
Where It Is Used
Fintech & Payment Systems
Critical infrastructure requiring 99.99% uptime. Machine27 continuously monitors transaction flows, identifies potential failure points, and ensures regulatory compliance across distributed payment networks.
High-Load SaaS Platforms
Multi-tenant systems serving millions of users. The engine tracks service dependencies, predicts scaling bottlenecks, and provides actionable insights for maintaining performance under load.
Regulated Infrastructure
Healthcare, government, and enterprise systems with strict compliance requirements. Machine27 maintains audit trails, validates architectural compliance, and supports certification processes.