From UGC to AGE

Next-Gen AI Agent Infrastructure: Data-Driven Decisions, Cognition-Redefined Experiences.

Human operating robots through platform interactions

The Cognitive Architecture

EKKO Engine is a modular AI protocol. We combine graphic expressiveness with cognitive intelligence, ensuring virtual characters are no longer just aesthetic 3D models, but brains with independent thinking capabilities.

Personality System — Vibe-Sync Engine

Behavioral Personality Layer

•Technical: 64-dimensional emotional vectors adjust behavior in real time.
•Players: No cookie-cutter personalities—your AI teammate feels alive.
•Developers: Low-cost diversity; tune parameters to create distinct NPCs.

Memory System — GraphRAG

Layered Memory Network

•Technical: 128+ dynamic memory slots convert history into tactical intuition.
•Players: A true sense of progression; the AI remembers and adapts.
•Developers: Higher retention from powerful shared experiences.

Skill System — Chained Action Protocol

Action Orchestration Layer

•Technical: Encapsulates game APIs for complex tactical choreography.
•Players: Spectacle and utility—high-skill plays with emotional payoff.
•Developers: Automated ops; AI can run demos or companion sessions.

The First Training Ground: PARTY ICONS

AI Marauder (Q1)

Takes control of character actions; executes macro commands like hatchet runs; auto-completes daily tasks.

Tactical autonomy for routine objectives.

AI Assistant (Q3)

Highlights sound sources and loot; calculates win rates and flank warnings in real time; auto-manages the UI.

Real-time intelligence for decisive play.

AI Teammate (Q4)

Executes high-level coordination like cross-fire cover; revives with smoke screens; high-fives after goals; a real personality.

High-skill teamwork with human-like presence.

Model Training

Logic & Evolution

Uses Chain of Thought (CoT) and Self-Play (GRPO) to learn pro-player logic rather than just cheating.

Learns decision-making patterns, not scripted behaviors.

Humanity & Speed

DPO alignment and COTA architecture achieve <100ms latency for lightning-fast, natural handling.

High reactivity without robotic movement.

Stream Symbiosis Ecosystem (SSE)

Core Concept

Viewer as Player. Take over an AI character to hinder or help the streamer in real time.

Break the boundary between audience and gameplay.

Commercial Value

Increases dwell time and willingness to pay, opening new paths for marketing and revenue.

Stronger engagement and monetization loops.

Roadmap

2026 Q1

•Building the Core.

2026 Q2

•Product Validation (First Training Ground: PARTY ICONS).

2026 Q3

•Ecosystem Expansion (Open API).