Infobell Agentic Fabric
Enterprise AI is rapidly becoming powerful—but also fragmented and difficult to manage. As agents, coding assistants and AI-enabled applications multiply, teams connect directly to different model providers using different methods.
Common Challenges
No Central Control
No single point of control for AI access and governance.
Inconsistent Routing
Inconsistent routing and policy enforcement across applications.
Limited Visibility
Limited visibility into prompts, responses and model performance.
Opaque AI Costs
Opaque token usage and AI costs until the invoice arrives.
The Solution
Agentic Fabric brings these disconnected systems together through a single, secure Envoy AI Gateway. Every AI request enters through one endpoint, where a policy and intelligence layer evaluates the task, model capabilities, quality requirements and estimated cost before selecting the most appropriate model across frontier providers such as OpenAI, Gemini and Claude, or locally hosted open-weight models that can reduce long-term costs while ensuring sensitive and regulated data remains within the enterprise and is processed locally. Real-time FinOps then measures actual token usage and cost, making every routing decision transparent and attributable to the originating user, agent and application.
A unified dashboard provides end-to-end observability through OpenTelemetry, policy management aligned with OWASP agentic governance principles, model-routing analytics, response evaluations and token economics.
What You Can Do with Agentic Fabric
Centralized AI Gateway
Centralize AI access through one secure gateway.
Intelligent Routing
Route requests intelligently across frontier models such as OpenAI, Gemini and Claude, or locally hosted models.
Governance Policies
Enforce consistent governance policies across users, agents and applications.
End-to-End Observability
Monitor prompts, responses, performance and model quality with end-to-end observability.
Real-Time FinOps
Track token usage and costs in real time with FOCUS-compatible cost and usage data.
Cost Attribution
Attribute AI activity and spending to specific users, agents and applications.
Model Optimization
Optimize model selection for quality, latency and cost.
Continuous Improvement
Improve AI operations through sampled evaluations of routing decisions and grounded accuracy, supported by measurable insights.
Agentic Fabric helps organizations move from fragmented model access to intelligent, measurable and continuously optimized AI operations.
Explore the Live Demo →