WHY GARTNER’S “CONTEXT MESH” CHANGES EVERYTHING AI CONNECTIVITY: THE ROAD AHEAD DON’T MISS API + AI SUMMIT 2026 SEPT 30 – OCT 1
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  4. From Strategy to Action: See Konnect Metering & Billing in Motion
Product Releases
January 22, 2026
2 min read

From Strategy to Action: See Konnect Metering & Billing in Motion

Dan Temkin
Senior Technical Product Marketing Manager, Kong

See how easily Konnect Metering & Billing transforms API and AI traffic management into new revenue streams.

Konnect Metering & Billing —  Zero to Hero

We've talked about why 2026 is the year of AI unit economics. There, we explored the "2025 hangover" where organizations realized that without financial governance, AI isn't just a science project but has become a margin-bleeding cost center.

But "governance" and "monetization" shouldn't just be buzzwords in a resolution; they need to be part of your active infrastructure.

Today, we’re taking you beyond the strategy. We’ve released a new zero-to-hero demo that shows exactly how easy it is to move from simply managing traffic to realizing new revenue streams with Konnect Metering & Billing.

Watch the Demo: Konnect Metering & Billing —  Zero to Hero

What you’ll see in the demo

The walkthrough takes you through a real-world scenario using a serverless gateway to manage both traditional REST APIs (Kong Air) and AI traffic (OpenAI LLM). Here are the four key takeaways:

  • 1-Click Metering for AI and APIs: Stop struggling with custom dev work to track usage. The demo shows how Konnect’s pre-configured meters aggregate API calls and LLM tokens automatically, providing consistent data without changes to your routes or plugins.
  • Granular "Feature" Building: Learn how to bucket metered events into "Features." You can get as granular as you need — for example, only billing for successful 200 OK responses on specific routes or separating AI input tokens from output tokens.
  • Flexible Product Plans & Tiers: See how to package these features into diverse offerings. The demo covers:

    • Pro Plans: Implementing sophisticated pricing models like fixed-sized usage "buckets" for tokens and direct usage-based billing for API requests.
    • Free Forever Plans: Utilizing entitlements to track usage and set notification thresholds.
  • Unified Billing Identity: Discover how to link technical "Gateway Consumers" to "Billing Customers." Whether you're billing a single startup or a massive parent company with multiple subsidiaries, you can consolidate all consumption into a single, clean invoice.

Runtime enforcement: The "supercharger" difference

As we mentioned previously, Konnect Metering & Billing isn’t just a reporting tool: it’s an AI revenue supercharger. Because this sits at the runtime layer, the demo highlights how you can trigger notifications on quotas and limits at the point of access. This ensures that your AI costs don't just get reported on a surprise bill but drive action in real-time.

Ready to prove your AI ROI?

Don't let your AI strategy remain an "experiment." Start treating your AI and API infrastructure like the business asset it is.

Get started

The companies that win in the age of AI connectivity won't just have the best models — they'll have the best unit economics. Whether you're looking to monetize external AI & APIs or simply govern internal usage, the tools are now at your fingertips.

Ready to see your own data in action? You can get a demo today or read the full documentation to start your implementation.

Unleash the power of APIs with Kong Konnect

Learn MoreGet a Demo
Kong KonnectAPI MonetizationAIEnterprise AIMetering & Billing

Table of Contents

  • Konnect Metering & Billing —  Zero to Hero
  • What you’ll see in the demo
  • Runtime enforcement: The "supercharger" difference

More on this topic

Videos

Usage‑Based API & AI Monetization with Konnect

Videos

Context‑Aware LLM Traffic Management with RAG and AI Gateway

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Topics
Kong KonnectAPI MonetizationAIEnterprise AIMetering & Billing
Dan Temkin
Senior Technical Product Marketing Manager, Kong

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