Intelligent AI Traffic Management for Enterprise-Scale LLMs
Mosura AI Gateway empowers organizations to route, monitor, and govern AI/LLM requests securely and efficiently across multiple models, cloud providers, and business domains.
- Multi-LLM
- Cost Control
- Prompt Governance
Overview
Next-Generation AI Traffic Management
The Mosura AI Gateway is a next-generation AI traffic management platform that sits on top of your API ecosystem. It's designed to handle large-scale AI/LLM requests, ensuring optimal latency and performance, cost-efficient AI usage, security and compliance at all times, and intelligent routing to the best-performing LLM.
Route AI requests dynamically to the best-performing LLM
Track and optimize cost and token usage across providers
Enforce security, compliance, and prompt governance
Full visibility across internal, public, and hybrid AI infrastructure
Capabilities
Key Features
Multi-LLM Orchestration
- Route AI requests dynamically to the best-performing LLM
- Support for OpenAI, Anthropic, Azure, AWS, and on-prem models
- Intelligent fallback in case of model failure
- Performance scoring and adaptive routing
Cost & Token Management
- Track usage per model, per API key, and per team
- Enforce cost limits and budgets
- Optimize token usage across multiple AI providers
Policy-as-Code for AI
- Define prompt policies, input/output validation, and content safety rules
- Enforce PII detection and regulatory compliance
- Version-controlled, automated, and auditable enforcement
Security & Governance
- mTLS and API key authentication
- Payload inspection and sanitization
- Audit logs for every AI request and response
- Centralized governance across federated gateways
Observability & Analytics
- Monitor latency, cost, errors, and SLA compliance
- Track AI model performance over time
- Alerts for anomalous or high-cost behavior
Developer & Partner Ecosystem
- Self-service API access to AI models
- Sandbox and test environments for safe experimentation
- Centralized API documentation for AI endpoints
Architecture
AI Gateway Architecture
Mosura Control Plane
Policy · Governance · AI Orchestration · Analytics
Policy & Config Distribution
AI Gateway Edge
(Team A)
AI Gateway Edge
(Region B)
AI Gateway Edge
(Partner C)
AI/LLM requests routed to best-performing models
Mosura Control Plane
Policy management, governance & compliance, AI/LLM orchestration, analytics & cost management.
Policy & Config Distribution
Policies and configurations are distributed to all edge gateways automatically.
AI Gateway Edge Nodes
Deployed per team, region, or partner — each handles AI/LLM traffic independently.
Intelligent Model Routing
AI/LLM requests are routed to the best-performing models based on latency, cost, and accuracy.
Extensible
What is Mosura?
The AI Gateway is extensible, allowing enterprises and developers to build plugins that add functionality or tailor AI traffic to their business needs.
Model Routing & Selection
Dynamic selection based on latency, cost, or accuracy. Fallback strategies and A/B testing between models.
Prompt Transformation & Pre-Processing
Auto-format, sanitize prompts, enforce length/prohibited words, and auto-translate or normalize.
Output Validation & Post-Processing
Validate AI outputs against business rules. Content moderation, PII masking, and structured JSON formatting.
Cost & Usage Optimization
Track token usage and spending. Dynamic throttling and cheaper model suggestions without losing SLA.
Security & Compliance
Data masking, encryption, access control. GDPR, HIPAA enforcement. Tamper-proof audit trails.
Analytics & Monitoring
Real-time dashboards for latency, throughput, errors, cost. SLA/SLO monitoring and AI performance scoring.
Developer & Partner Experience
Self-service onboarding, sandbox provisioning, and interactive API explorer for AI endpoints.
Integration Plugins
Connect to internal apps, microservices, webhooks, message queues, event-driven pipelines, and BI systems.
Unlock the full potential of AI at scale.
Manage, secure, and optimize LLM traffic with Mosura AI Gateway.