Reimagine Software Management

Digital Twin of Your Software and Physical AI

Understand your entire system architecture. Enable AI coding. Monitor behavior in real-time. Troubleshoot with AI precision.

ProxiomSLM Dashboard
100%
System Visibility
Real-Time
Behavior Analysis
AI-Powered
Root Cause Detection
Zero
Config Needed
The Challenge

Modern Software Systems Are Black Boxes

Complex architectures generate millions of signals daily, but you lack the unified intelligence to truly understand what's happening.

Limited Visibility

Fragmented logs and metrics across tools. You see symptoms, not the complete picture of your system's behavior.

Manual Root Cause Analysis

Engineers spend hours connecting dots across logs, traces, and metrics to understand what went wrong.

Unknown Dependencies

Changes ripple through your system unpredictably. You discover dependencies when they break, not before.

Slow Innovation

Building new features requires deep system knowledge. Context switching and uncertainty slow development.

Digital Twin Capabilities

A Complete Mirror of Your Software Reality

ProxiomSLM creates a living, intelligent replica of your entire software system

✓ Deep System Understanding

Comprehensive Signal Intelligence

Ingests and analyzes every log, metric, trace, and event. Your digital twin mirrors real-time system behavior with complete fidelity.

  • Adaptive parsing handles any log format automatically
  • Real-time correlation across billions of events
  • Built-in PII/PCI redaction for compliance
  • Pattern recognition reveals hidden system dynamics
Signal Intelligence
✓ AI-Powered Analysis

Intelligent Root Cause Detection

Advanced ML models automatically identify error patterns, anomalies, and their root causes. Know exactly what's wrong and why.

  • Automatic clustering of related errors and issues
  • Progressive AI automation with Trust Ladder approach
  • Historical pattern matching for faster resolution
  • Predictive anomaly detection before failures occur
Root Cause Detection
✓ Complete Architecture Map

Living Dependency Graph

Visualize your entire system architecture as a dynamic knowledge graph. Query with natural language to understand any component or relationship.

  • Auto-discovered service dependencies and data flows
  • Natural language queries: "What impacts the payment service?"
  • Real-time blast radius analysis for any change
  • Interactive exploration with graph query support
Dependency Graph
✓ Intelligent Automation

Automated Troubleshooting & Remediation

Your digital twin doesn't just detect problems—it helps solve them. AI suggests and executes fixes based on system knowledge.

  • Smart routing to the right team with context
  • Automated remediation suggestions from historical patterns
  • Trust Ladder: from suggestions to self-healing
  • Integration with deployment and config systems
Automated Troubleshooting
✓ AI-Powered Development

Vibe Coding with System Context

Build new features faster with AI coding assistance that understands your entire system. Your digital twin provides the context AI needs to write better code.

  • AI understands your architecture, patterns, and constraints
  • Generate code that fits seamlessly into existing systems
  • Automatic impact analysis for proposed changes
  • Integration with popular IDEs and dev workflows
Vibe Coding
The Process

How Your Digital Twin Works

Four steps to complete system intelligence

1

Ingest & Learn

Continuously ingests all signals from your system. Adaptive learning builds a comprehensive model of normal behavior.

2

Map & Understand

Auto-discovers architecture, dependencies, and data flows. Creates a living knowledge graph of your entire system.

3

Detect & Analyze

AI-powered pattern detection identifies anomalies and root causes. Predicts issues before they become incidents.

4

Assist & Automate

Enables vibe coding with system context. Suggests and executes fixes. Accelerates development and operations.

Our Approach

Building Your Digital Twin

A proven, two-phase journey from system mapping to intelligent automation

Phase 1

Discovery & Modeling

Deep-dive analysis to understand your system architecture and create the foundation of your digital twin

  • System Architecture Analysis Map your complete technical stack, dependencies, and data flows
  • Signal Assessment Evaluate log sufficiency and identify gaps in observability
  • Use Case Prioritization Define high-value scenarios for troubleshooting and innovation
Outcome: A detailed implementation plan with clear objectives, data requirements, and success metrics
Phase 2

Implementation & Enablement

Hands-on deployment, AI model training, and achieving intelligent system automation

Foundation

1
Digital Twin Setup

ProxiomSLM platform installation and configuration

2
Signal Ingestion

Connect all log sources and monitoring systems

3
AI Model Training

Fine-tune models with your system's unique patterns

4
Knowledge Graph Building

Auto-discover and map system architecture

Activation

5
Validation & Calibration

Test detection accuracy and refine models

6
Team Training

Enable DevOps, SRE, and development teams

7
Go-Live

Activate digital twin in production

Evolution

8
Continuous Learning

Ongoing model improvement and capability expansion

Empowering Teams with System Intelligence

We don't just deploy technology—we build organizational capability to leverage your digital twin.

Platform Mastery

Comprehensive training on querying your digital twin and interpreting insights

Vibe Coding Workflows

Best practices for AI-assisted development with full system context

Continuous Improvement

Strategies for expanding digital twin capabilities over time

The Result: Complete System Mastery

Total Visibility

Understand every component, dependency, and behavior pattern in your system

Faster Resolution

AI-powered root cause analysis and automated troubleshooting

Proactive Prevention

Predict and prevent issues before they impact users

Accelerated Innovation

Build features faster with AI coding assistance and system intelligence

For Your Organization

Value Across the Software Lifecycle

ProxiomSLM transforms how you build, operate, and evolve software

For CIOs & CTOs

Strategic technology excellence

  • Complete visibility into system health and dependencies
  • Reduce operational costs with AI-powered automation
  • Accelerate digital transformation initiatives
  • Data-driven decisions on architecture evolution
  • Built-in compliance with PII/PCI protection
  • Competitive advantage through faster innovation

For Engineering Leaders

Empower teams to build and operate with confidence

  • Onboard engineers faster with complete system context
  • Enable AI-assisted coding with architectural awareness
  • Reduce MTTR with intelligent root cause detection
  • Understand change impact before deployment
  • Build institutional knowledge that doesn't walk out the door
  • Focus on innovation instead of firefighting

Experience Your Digital Twin

Schedule a personalized demo and discover how ProxiomSLM can transform your software development and operations.

Request Your Demo

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