AI-Enhanced Chat Moderation

Stop harmful content before users see it. AI-powered chat moderation built into PubNub—no code, no lag.

Built-in AI moderation runs inline to protect the experience, not just the screen.

Why it matters

When toxic content reaches users, trust erodes and teams scramble to recover.

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Malicious content breaks trust

Toxic content breaks trust. Users leave. Teams scramble. Moderators burn out.

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Most tools are too late or too slow

They react after the damage is done or rely on external APIs that introduce lag and risk.

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PubNub stops it before it spreads

Built-in filtering intercepts harmful messages in real time, before they reach anyone’s screen.

You Can’t Moderate at Scale by Hand 

Toxic messages slip through. 

Human moderators burn out. 

External APIs introduce lag

and compliance risk.

You need a native, real-time solution that protects your users and scales with your product.

Moderation That Just Works

Goal
Goal

In-stream AI filtering

Action
Action

Evaluates each message before it’s published

Impact

Users never see toxic content

Goal

Built-in & serverless

Action

No setup or server code needed

Impact

Developers save time and avoid extra infrastructure

Goal

Runs inside your PubNub VPC

Action

No external APIs or data sharing

Impact

Simplifies privacy reviews and compliance

Goal

UI toggle

Action

Enable via BizOps Workspace 

Impact

Up and running in minutes

Goal

Customizable with Functions

Action

Tailor logic to match your community rules

Impact

Flexible enough for unique moderation needs

Benefits at a glance

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Keep communities safe with real-time chat moderation

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Reduce moderation overhead and burnout

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Simplify privacy reviews (runs inside your PubNub VPC)

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Launch in minutes (UI toggle, serverless)

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Maintain sub-500ms user experience

The ultimate guide to chat moderation

Download our ultimate guide and read about real-world scenarios, success stories, your action plan, and more…

Real-Time Chat Moderation, Step-by-Step

Use this to reinforce the "in-line, not after-the-fact" narrative.

Built for the People Keeping Communities Safe

Gaming platforms

Block harassment in voice/text before it reaches the lobby or stream.

Live events & Q&A

Prevent profanity from appearing on air or on wallboards.

EdTech & health apps

Protect vulnerable audiences with stricter policy modes.

Social & chat apps

Auto-flag edge cases for moderators to reduce manual review.

“PubNub blocked toxicity live without slowing chat. Setup took minutes.”

Name Surname

Product Lead, Gaming Platform

Trusted by leading real-time apps and 500,000+ developers.

What makes PubNub’s Chat Moderation Different?

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Truly native

No third-party API calls or extra platforms to manage

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Easy to activate

Enable in the UI or write one Function

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Ultra-fast

Sub-500ms latency with auto-moderation, no post-message lag

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Customizable

Extend logic with PubNub Functions if needed

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Secure by default

Data stays inside your PubNub cloud environment

Competitive Positioning

Feature

Latency

PubNub Chat Moderation

Sub-500ms, inline

External AI API
Action

Network hops

DIY Server Rules

Varies

Goal

Data residency

Goal

Inside PubNub VPC

Action

Shared external

Impact

Your infra

Goal

Setup

Goal

UI toggle / no code

Action

API wiring

Impact

Build + maintain

Goal

Scaling

Goal

Built-in

Your burden

Action
Impact

Your burden

Goal

Custom logic

Goal

Functions

Action

Limited

Impact

Full, heavy lift

Competitive Positioning

BRAND

PubNub Chat Moderation

External AI API

DIY Server Rules

Latency

Sub-500ms, inline

Network hops

Varies

Data residency

Inside PubNub VPC

Shared external

Your infra

Setup

UI toggle / no code

API wiring

Build + maintain

Scaling

Built-in

Your burden

Your burden

Custom logic

Functions

Limited

Full, heavy lift

BRAND

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Lorem Ipsum

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Risk Reduction

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Enable in minutes via BizOps Workspace

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No external data sharing by default


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No servers to manage

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Generous free tier for developers

Read More About AI Chat Moderation

Dive deeper into how AI-powered moderation transforms real-time communication

Enhancing Live Chat Moderation with AI

Learn how PubNub's AI models and natural language processing automatically detect toxic content, spam, and profanity in real-time. Discover how to build custom moderation pipelines with PubNub Functions and integrate external AI services for enhanced chat safety.

Read more

Add Real-Time Features to Your Customer Care Chat

Explore how AI moderation protects support agents and ensures consistent policy enforcement in customer care environments. See how to combine AI-powered chatbots with built-in moderation for safer, more effective customer interactions.

Read more

Get Started with Auto-Moderation

Whether you’re scaling a chat app or safeguarding a student forum, PubNub AI Auto-Moderation is ready to help you protect your users and your team, without adding complexity. Want to dive deeper? Check out the moderation dashboard docs for technical details and setup guides.

Schedule free consultation

Get in touch with our experts to see how AI Auto-Moderation can level up your customer experience

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How does it work with my stack?

PubNub Chat Moderation runs natively within your existing PubNub-powered app—no extra infrastructure or third-party APIs required. You can activate moderation directly in the PubNub UI, and if you need custom rules, simply extend the logic using PubNub Functions. This means you get seamless integration, whether you’re building in JavaScript, Unity, Python, or any other supported language.

PubNub Chat Moderation runs natively within your existing PubNub-powered app—no extra infrastructure or third-party APIs required. You can activate moderation directly in the PubNub UI, and if you need custom rules, simply extend the logic using PubNub Functions. This means you get seamless integration, whether you’re building in JavaScript, Unity, Python, or any other supported language.

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What’s the latency impact?

The moderation engine is designed for real-time performance, processing messages inline with sub-500ms end-to-end latency. Your users won’t notice any lag—messages are filtered and delivered instantly, so conversations stay fast and natural.

The moderation engine is designed for real-time performance, processing messages inline with sub-500ms end-to-end latency. Your users won’t notice any lag—messages are filtered and delivered instantly, so conversations stay fast and natural.

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Is data sent to third parties?

No. All moderation happens inside your dedicated PubNub Virtual Private Cloud (VPC) by default. Your chat data never leaves the PubNub environment, so you maintain full control and privacy—no external data sharing or exposure to third-party services.

No. All moderation happens inside your dedicated PubNub Virtual Private Cloud (VPC) by default. Your chat data never leaves the PubNub environment, so you maintain full control and privacy—no external data sharing or exposure to third-party services.

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Can we customize rules?

Absolutely. You can start with built-in moderation presets for common scenarios, then fine-tune or extend them using PubNub Functions. This lets you create custom filters, triggers, and workflows tailored to your community’s needs—all without managing extra servers.

Absolutely. You can start with built-in moderation presets for common scenarios, then fine-tune or extend them using PubNub Functions. This lets you create custom filters, triggers, and workflows tailored to your community’s needs—all without managing extra servers.

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Do I need to run servers?

No servers required. PubNub Chat Moderation is fully managed and serverless, so you don’t have to worry about hosting, scaling, or maintenance. Just enable the feature and focus on your users.

No servers required. PubNub Chat Moderation is fully managed and serverless, so you don’t have to worry about hosting, scaling, or maintenance. Just enable the feature and focus on your users.

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How do I try it?

Getting started is simple: log in to your PubNub account and enable Chat Moderation in the BizOps Workspace. There’s a generous free tier for developers, so you can test moderation in your app right away—no credit card or long setup process needed.

Getting started is simple: log in to your PubNub account and enable Chat Moderation in the BizOps Workspace. There’s a generous free tier for developers, so you can test moderation in your app right away—no credit card or long setup process needed.