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AI & LLM Governance with Kong
Expand governance and control beyond agentic workflows into the LLM and API layers.
Monetize the entire AI data path
Turn every AI resource — from the agent to the backend APIs — into revenue-generating products.
Margins are a real issue for AI programs. Improve them with AI monetization.
The vast majority of organizations are hemorrhaging cash on AI programs. So much so that AI programs are actually decreasing gross business margins for most orgs.
Be the exception to the rule. With Konnect, you can monetize the entire AI data path and turn AI into a margins driver, not a cost center.
AI profitability will be the defining AI differentiator for the Agentic Era. Get ahead of your competitors early with AI monetization.
Monetize agent access
Charge for internal and external access to your agents.
Monetize MCP access
Expose MCP servers via the Kong MCP Gateway, and monetize every agentic MCP transaction.
Monetize LLM access
Expose multiple LLM models as self-service, monetized API products.
Monetize API access
MCP will leverage your APIs as tools for agents. Monetize that access to ensure agentic consumption improves margins.
Monetize real-time data access
Agents will need access to real-time data to make real-time decisions. Charge for that access, and turn Kafka clusters into revenue centers.
Monetization for every point of AI connectivity
Design product tiers and subscriptions
Design product tiers and subscription mechanisms that define AI resource entitlements for agents, LLMs, MCP servers, APIs, and event streams.
Meter and bill
Monitor and meter against AI resource consumption in real-time. Integrate with payment gateways and ERPs to bill and collect revenue.
Enforce consumption limits at runtime
Integrate with Kong runtime infrastructure to enforce hard consumption limits according to subscription entitlements.
Launch monetized products faster
Make and launch pricing changes in minutes instead of hardcoding them through weeks of tedious developer work.
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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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.