Real-time engagement infrastructure

Your AI can build the app.
It can’t run live chat for a million fans.

Chat, comments, polls, and AI moderation as one API — the real-time engagement layer that holds the second everyone shows up. You build the experience; we run the infrastructure.

From goal to live

You bring the goal. We bring the experience — and run it.

Tell your AI what you want your product to do. The blocks that make it real snap into place — then go live for everyone at once.

ai · new project
> make me an app that keeps my fans engaged and coming back — and earns. not sure what it needs.

To keep fans coming back, they need places to talk, react, and belong — and you need to see it live.

Engage Live chat on events Comments on articles Reactions everywhere
Retain Group & private chat Polls & predictions Notifications
Monetize Sponsored moments Live telemetry
LIVESeason Finale2–1
maya this crowd is unreal 🔥
Poll · who takes it?Home 62% · 💬 128
⚑ removed by AI
🔥 1.2k👏 860🔥
2,481 online3.4k rx/min
Tickets

You described it. Your AI wired it up. We run it — live, for everyone at once.

Goal Experience Live
Runs the live experience for Arsenal F.C. / 100+ apps on shared infrastructure / Dedicated isolated stacks for enterprise

Composable building blocks

Primitives that snap together.

Drop one in, set them side by side — or nest them: a poll inside a chat room, a comment thread on a poll. You build the experience; we run the infrastructure.

Chat API

Live chat

Real-time rooms, any scale.

Reactions API

Reactions

Live, over anything.

Comments API

Comments

Threaded & sorted.

Polls API

Polls & predictions

Ask, segment, trigger.

Telemetry API

Live meters

Cheer, boo, roar.

Moderation

AI moderation

Clean from message one.

Presence

Presence

Who’s here, now.

Monetization

Monetization

Where the room earns.

Why TalkLabs

Code got cheap. Judgment didn’t.

AI can scaffold a chat room in an afternoon. What it can’t ship is a decade of UX decisions, a system that survived a Premier League match day, and one vendor to hold accountable when it’s live.

We build it in-house

No third-party real-time dependency underneath. Competitors run their chat on someone else’s infrastructure and inherit its limits and its roadmap. We own the whole stack, so your custom feature ships on our schedule — not a subcontractor’s.

Extensible by design

Every entity carries custom parameters, tags, and a JSON or XML payload, plus custom event types. Chat doubles as a message bus for anything you can imagine — the platform agents build on, not a box they build inside.

Reserved engineering time

Office hours with our engineers while you integrate — real time with people who built the system, instead of the support-ticket lottery. A vendor who picks up when it’s live and it matters.

Pricing

Start free. Scale when it’s real.

Free
$0

Prototype and play. Everything you need to build and test.

  • Full API access
  • Chat, comments, polls
  • Community support
Get an API key
Enterprise
Private stack
Custom

Your own isolated stack — no noisy neighbors.

  • Dedicated infrastructure & SLA
  • Custom contract
  • Reserved engineering office hours
  • Priority feature development
Talk to us

Build the experience. We’ll run the infrastructure.