Production-Ready | Patent-Protected

Technology Overview

AI-powered distributed systems architecture built for modern banking infrastructure. 2 USPTO patents, 99.9% uptime, 87% cost reduction vs traditional approaches.

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msmBridge Distributed System

P2P Sync Over SSH Tunnels

Revolutionary distributed system that synchronizes services across nodes using SSH tunnels instead of traditional service mesh architecture.

18 claims filed (USPTO CIP)
99.9%
uptime
8 production instances
deployments
<50ms P2P sync
latency
70% cheaper than service mesh
cost

SSH Tunnel-Based P2P

No central server required - nodes communicate directly via encrypted SSH tunnels

Benefit: Reduced latency, increased security, lower infrastructure costs

AI Agent Coordination

Distributed AI agents coordinate across the mesh network for autonomous operations

Benefit: Self-healing systems with 98% faster problem resolution

Service Discovery

Automatic service registration and health monitoring without manual configuration

Benefit: Zero-downtime deployments, automatic failover

6-Layer Security

Multi-layered security from network to application level

Benefit: Bank-grade security compliant with PCI DSS, ISO 27001

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Autonomous Remediation System

Configuration-Driven AI Automation

AI-powered system that automatically detects and remediates problems across distributed infrastructure without human intervention.

16 claims filed (USPTO)
87%
cost Reduction
98% faster
time To Resolve
4,000+ lines of code
automation
99.2% detection rate
accuracy

Configuration-Driven

Define remediation rules via YAML/JSON - no custom code required

Benefit: 87% reduction in operational costs vs manual remediation

Autonomous Detection

ML-based anomaly detection across logs, metrics, and system behavior

Benefit: Catch issues before they impact customers

Self-Healing Actions

Automatic execution of remediation workflows based on detected issues

Benefit: 98% faster problem resolution (minutes vs hours)

Multi-Instance Coordination

Remediation agents work together across distributed system

Benefit: System-wide fixes without manual coordination

System Architecture

Six-layer architecture designed for security, scalability, and reliability

6

Application Layer

Banking apps, fintech services, customer portals

5

AI Agent Layer

Autonomous remediation, monitoring, optimization

4

Service Mesh Layer

msmBridge P2P sync, service discovery

3

Infrastructure Layer

Distributed nodes, SSH tunnels, failover

2

Security Layer

6-layer protection, encryption, compliance

1

Data Layer

Distributed databases, caching, replication

Integrations & Compatibility

Works seamlessly with existing banking infrastructure and popular fintech services

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M-Pesa API

Native integration for Kenya market

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Core Banking

Compatible with major CBS vendors

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Payment Gateways

Stripe, Adyen, Flutterwave support

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Cloud Providers

AWS, Azure, GCP deployment

Why msmBridge?

Technical advantages over traditional approaches

vs. Traditional Service Mesh

  • 70% cheaper infrastructure costs
  • No sidecar proxies (reduced complexity)
  • Built-in SSH encryption (bank-grade security)
  • <50ms P2P latency

vs. Manual Operations

  • 87% reduction in operational costs
  • 98% faster problem resolution
  • 24/7 autonomous monitoring
  • Configuration-driven (no custom code)

Experience the Technology

See msmBridge in action or schedule a technical deep dive with our founder.