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All case studies
Gaming · AI · In Buildin build

MMOGPT

mmogpt.com

An AI-native MMO — persistent worlds with LLM-driven characters and story.

// STAGE

In Build

// CONCEPT

MMO × LLM

// STATUS

Pre-launch

// THE BRIEF

MMOGPT is an upcoming venture: an AI-native massively-multiplayer experience where the world, its characters, and its stories are driven by large language models rather than scripted trees. The thesis is that LLMs unlock persistent, reactive game worlds that were impossible with hand-authored content — and the studio is building it from the ground up.

// WHAT WAS BROKEN

  • LLM-driven game worlds are an unsolved design space — latency, cost, and coherence all have to be engineered, not assumed.
  • Persistent multiplayer state plus generative content is a hard systems problem at scale.
  • A new category needs a tight, ship-able first experience before it can grow into the full vision.

// HOW WE SHIPPED

  1. 01

    Now

    Concept + vertical slice

    Defining the core loop and a vertical slice that proves LLM-driven NPCs and emergent story are fun — not just technically impressive.

  2. 02

    Next

    Agent + world architecture

    Designing the agent.stack for in-world characters and the systems for persistent, shared, generative state within real latency and cost budgets.

  3. 03

    Then

    Closed playtest

    A closed playtest to pressure-test the loop, the economics of generative content, and the retention curve before a wider launch.

  4. 04

    Launch

    Open the world

    Public launch of the first persistent AI-native world, with the studio's growth + monetization engines wired in from day one.

// WHERE IT LANDED

MMOGPT is on the bench as an in-build venture — proof that the studio doesn't just operate content and commerce properties, but takes original product bets on where AI is going next. Status: pre-launch.

// THE STACK SHIPPED

> stage:Pre-launch / in build
> core:agent.stack — in-world LLM characters
> systems:Persistent generative multiplayer state
> go-to-market:Growth + monetization engines, day one

// LAST CALL

The revenue engine
you've been waiting for
doesn't exist yet. Let's build it.

30 minutes. A real operator. No deck. No pitch.
A teardown of where revenue is leaking — and what we'd ship to fix it.

// avg response: 4h · slots booked this week: 7 / 10