Kong · Infrastructure UX

Serverless Gateways

Turning complex infrastructure setup into a zero-to-one deployment experience. Developers from signup to sending real API traffic in under five minutes.

Senior Staff Product Designer · Jul 2024

Serverless Gateways

90% of new organizations failed to activate after signup. Not a minor usability gap. A structural growth problem. To get started, users had to provision a dataplane, connect it via CLI, create a service, and define a route. Each step assumed architecture knowledge most users didn't have yet. Each step required jumping between Konnect, documentation, and a local terminal. 60 to 70% dropped off at the first wall they hit.

95% of ARR came through Sales because the product couldn't close itself. I designed Serverless Gateway to change that. Remove infrastructure as a prerequisite. Provision a ready gateway at signup. Put users in front of value before complexity could stop them.

<5 min
Time to first traffic
30%+
Activation rate
+10%
Traffic-sending orgs
30s
Gateway provisioning time

The Problem

Kong Konnect saw around 1,000 new organizations per week. 90% of them failed to activate after signup. 60 to 70% dropped off at a single step: Connect a Dataplane.

To get past that step, users had to provision infrastructure, connect a local dataplane via CLI, then return to the console to create a service and define a route. Each step assumed knowledge they didn't have yet and required context-switching across three different environments. They were being asked to set up before they could evaluate.

Original Kong Konnect self-managed gateway setup
Dataplane connection step
Service creation in original flow
Route definition step
Original onboarding final state

User Insights

Backed by funnel data, support tickets, and user interviews, four core blockers emerged:

Send API requests right after signup. Users expected to evaluate quickly. Setup was a blocker.
Get guidance, not architecture lessons. They needed help configuring services and routes, not understanding control planes.
Explore safely without setup. Users wanted to try Kong in a secure environment without managing infrastructure.
Know what comes next. They needed a clear path to scale when ready.

I want to try Kong, but I don't want to spend hours setting it up just to see what it does.

Kong customer, user interview

User insights flow diagram

Hypothesis

If we remove the need to download the dataplane to try the features of Konnect gateway, we will see more organizations experience the value of the product. We would measure this as an increase in the activation and retention of new organizations.

Goals

User Goals

Sign up and start sending traffic in minutes, without setup delays
Understand the value of API gateways through guided, real-world usage
Evaluate how Kong can improve team workflows and scale with business needs

Business Goals

Increase activation by eliminating the need for infrastructure setup
Drive gateway traffic earlier by reducing time-to-value
Improve conversion by enabling users to reach value without sales assistance

Competitive Context

I reviewed onboarding across AWS, Google Apigee, Mulesoft, Tyk, Ngrok, Snyk, Readme, and Jira. Most platforms assumed infrastructure readiness before gateway usage.

Getting started typically meant provisioning, configuring, and reading dense documentation
Few platforms allowed users to explore value without committing time or cloud resources
No one was offering a fast, frictionless path to sending traffic without setup

That gap was the opportunity. Serverless Gateway could meet developers where they actually are, then give them a clear path to scale when ready.

Competitive analysis of API platform onboarding

Unblocking Users from the Start

Legacy Flow

1.Sign up
2.Create new organization
3.Self-managed gateway provisioned
4.Provision and connect a dataplane (CLI or cloud)⚠️
5.Create service
6.Define route
7.Send API request through gateway

🔁 Each step was spread across Konnect, docs, and terminals.

Serverless Gateway

1.Sign up
2.Create new organization
3.Serverless gateway provisioned automatically
4.Create service and route
5.Send API request through gateway

✅ No dataplane setup required — value in under 5 minutes.

Understanding the Architecture

Before designing the onboarding flow, I needed to deeply understand how gateways actually work. I ran workshops with Engineering and Product leads to build a shared model of how traffic flows through services, routes, and plugins. The goal was to find the simplest accurate mental model we could give new users.

That work directly informed how we introduced the gateway concept in the onboarding UI. Instead of asking users to understand the architecture first, we let them experience the outcome and explained the model as they went.

Gateway traffic path without plugins
Gateway traffic path with plugins

The Solution

Serverless Gateway eliminated infrastructure as a prerequisite. When a new organization signed up, a gateway was provisioned automatically in under 30 seconds. No CLI. No dataplane. No documentation required before first use.

The new flow went from seven steps spread across three environments to four steps entirely inside Konnect. Users could go from signup to sending real API traffic in under five minutes.

Serverless quickstart — step 1
Creating a service and route
Service and route configured
Testing the gateway
Gateway test in progress
Traffic sent successfully
Live gateway traffic view
Plugins available in serverless mode
Rate limiting applied
Rate limiting configured
Quickstart complete
Serverless Gateway overview
Full access to Kong Gateway plugins from day one
Cold-start recovery with idle shutdown to control cloud costs
Konnect handled provisioning and placement transparently. Users never saw it happen.

Migration Path

Serverless Gateway was never meant to be the final destination. The design included a clear upgrade path for users who were ready to move to self-managed infrastructure at production scale.

Upgrade guidance surfaced at usage limits. Configuration handoff to hybrid gateways was guided step by step. Serverless became a launchpad, not a ceiling.

Migration overview
Setting up the self-managed dataplane
CLI setup step
CLI running
Self-managed gateway connected
Adding service and route post-migration

Outcomes

Serverless Gateway launched July 2024.

Time to first traffic dropped from hours to under 5 minutes
Traffic-sending organizations increased from ~20% to 30%+
Week-over-week retention improved as more organizations returned after first use
Growth and Marketing ran their first self-serve acquisition campaigns using Serverless as the entry point
Enterprise sales teams adopted Serverless as a standard demo path, reducing time-to-conviction in trials

Once we had Serverless running, I finally saw the power of Kong without needing help. That's when we got serious.

Developer, post-evaluation survey

Learnings

Activation turned out to be a systems problem, not a UI problem. Fixing the entry point helped, but every step I touched surfaced dependencies on things upstream or downstream I hadn't yet designed. The whole journey from signup to first value had to be coherent before any single piece of it could land.

The insight that stuck with me: developers don't evaluate products by reading about them. They need to touch something real. Every minute of setup before that first moment of use is a risk to the relationship. Not a preference. A risk.

What surprised me most was how much of the friction was conceptual, not technical. Users weren't blocked because the UI was hard. They were blocked because they didn't understand what a gateway was or why they needed one. The architecture diagrams and progressive disclosure patterns weren't polish. They were load-bearing.

This project became a reference point internally for how Kong could approach PLG. Not a playbook I handed off. A pattern other teams could build on.

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