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AI & LLM Governance with Kong
Expand governance and control beyond agentic workflows into the LLM and API layers.
Ready-made infrastructure for scaling agentic AI workflows
Govern, secure, and scale your agentic workflows with a unified platform for AI and APIs.
Roll out agentic workflows efficiently
Agentic workflows are becoming a core part of enterprise operations — but scaling them safely and efficiently involves several cross-cutting concerns across security, governance, observability, cost control, and much more.
Kong provides the infrastructure layer to ensure your agentic workflows are production-ready.
Why an API platform for agentic workflows?
Enable intelligent decision making
APIs provide AI agents with secure access to the context needed to make informed decisions around challenges specific to your business.
Facilitate system interactions
APIs serve as the bridge between AI agents and enterprise systems, enabling AI agents to consume information, trigger downstream actions, and orchestrate complex workflows.
Maintain data integrity & consistency
APIs regulate how AI agents access and manipulate data, ensuring that only validated, consistent information is used in decision-making processes and preventing unauthorized modifications to critical systems.
How Kong supports agentic workflows
Unlock new use cases with multi-LLM access
AI agents need to access different LLMs for specific use cases. Kong AI Gateway provides a universal API interface to simplify agent interaction with diverse LLMs and AI providers.
Fuel AI agents with a self-serve API catalog
If APIs are the food that AI agents need to consume to take effective action, Kong’s Developer Portal and Service Catalog serve as the “menu” for AI agents — providing a self-service system of record to discover and consume APIs.
Ensure AI agents have necessary context
Through automated RAG, Kong AI Gateway improves AI agent accuracy by automatically enriching prompts with relevant context. Kong will also semantically route each request from the AI agent to the best available model — offloading the need for developers to manually code this each time.
Secure and observe every AI agent interaction
Track AI agent usage via pre-built dashboards and AI-specific analytics. Secure AI agent interactions with out-of-the-box PII sanitization, prompt firewalls, and robust authentication policies.
AI analytics and cost control
As AI agents multiply across your organization, so does token usage. Kong enables platform teams to monitor token usage per consumer, enforce global and model-specific token policies, and protect against cost overruns — turning AI traffic into something you can govern, scale, and predict.
Gartner® names Kong a Leader for the 5th Year in a Row
Kong named a Magic Quadrant™ leader for API Management, plus positioned furthest for Completeness of Vision.
Related Resources
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Make your AI & LLM initiatives secure, reliable, and cost-efficient by governing every step with the Kong AI Gateway.
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AI Projects in Highly Regulated Environments
Build an API strategy that’s AI-ready and roll out your projects with confidence.
Questions about agentic workflows?
Contact us today and tell us more about your configuration, and we can offer details about features, support, plans, and consulting.