Introduction

This litepaper is a living document that reflects the ongoing development of the Telgather ecosystem and is subject to iteration.

Why Telgather Exists

Web3 gaming is bloated, clunky, and broken. Endless whitepapers, unsustainable economies, click-to-earn junk—and zero players who actually enjoy the game.

Telgather was built to burn that model to the ground.

We’re not here to force crypto into games. We’re here to build games people actually want to play—and infuse them with AI, ownership, and token-powered depth that makes them infinitely more scalable.

Here’s what Telgather is:

  • An AI-native game studio

  • A suite of live, monetized social games

  • A unified Game Portal for staking, rewards, governance, and NFTs

  • A platform that ships 12+ games a year on Telegram, LINE, and other social ecosystems

  • A token economy ($TOG, $esTOG, POG, Diamonds) that flows naturally across all of it

We’ve already reached 18M+ users. We’ve already shipped multiple hits. Now we’re scaling the platform layer to give power to the players, and yield to the ones who stay.

This isn’t theory. It’s live.

Welcome to the gaming layer of social Web3.

AI System Architecture: Games That Think

Telgather isn’t just a game studio. It’s an AI-native content engine built to deliver games that learn, adapt, and scale with players.

Every layer of our ecosystem—from gameplay loops to monetization design—is wired into custom AI agents and pipelines that make our platform smarter, leaner, and faster to deploy.

🔁 AI in Game Systems

Enemy Logic: Enemies adapt to player patterns. AI models control difficulty spikes, encounter pacing, and loot drops, making PvE and PvP sessions dynamic instead of predictable.

Procedural Content: AI dynamically generates map variants, obstacle layouts, and challenge conditions—cutting down dev time while keeping players guessing.

Progression Curves: Machine learning models adjust level ramps, skill trees, and upgrade costs in real time based on player behavior and drop-off signals.

🎯 AI in Player & Economy Behavior

Player Segmentation: We use clustering models to group players based on skill, spending patterns, and engagement velocity. That data feeds personalized game content and reward loops.

Reward Optimization: AI tunes quest chains, reward crates, and gacha outcomes to match player cohort LTV targets—maximizing retention without overpaying.

Anti-Bot Detection: Behavioral models flag unnatural POG accumulation, wallet farm networks, and automated quest farming—with precision far beyond typical velocity caps.

🧰 AI for Ops & Live Game Deployment

Launch Velocity: Each game ships with an AI-tuned performance framework that pre-configures difficulty pacing, monetization ramps, and event triggers.

A/B Auto-Tuning: Event logic, loot tables, and difficulty windows self-adjust via continuous A/B testing, reducing manual balancing.

Live Campaign Orchestration: AI helps schedule and modify seasonal PvP events, lootbox drops, referral bursts, and content rotations—ensuring optimal day-one performance without constant human intervention.

🧩 What This Actually Means

We don’t use AI as a buzzword. We’ve embedded it as an engine—letting us do what no other Web3 studio can:

  • Ship faster

  • Balance deeper

  • Monetize smarter

  • Scale further

The future of gaming isn’t built by hand. It’s generated, optimized, and deployed at speed.

Telgather is that future.

The AI-Native Web3 Game Studio for Social Platforms

Telgather is the first AI-native Web3 game studio built for social platforms. We build and operate scalable, token-enhanced games inside high-traffic platforms like Telegram, LINE, and others.

Our games are:

  • AI-powered for adaptive gameplay, procedural content, and player behavior prediction

  • Mobile-native with minimal friction onboarding

  • Web3-enabled via NFTs, token sinks, and decentralized ownership

  • Social-distributed, embedded in platforms with 1M+ daily users

Our Thesis - Web3 gaming only scales when:

  • Games are fun before tokens

  • AI optimizes gameplay and retention

  • Distribution happens inside social apps

  • Onboarding is instant, no wallets required

  • Monetization is built on real usage, not emissions

Telgather is the execution layer of that thesis.

. . . . . .

Why Telgather is Different

🧠 Telgather is built around AI. Our in-house proprietary infrastructure powers:

  • Dynamic enemy logic and level design

  • Adaptive difficulty curves

  • Real-time player segmentation

  • Predictive analytics for monetization and retention

  • AI-generated assets and seasonal content

This lets us reduce dev time, personalize gameplay, and maximize lifetime value per user.

🌍 Social Platform Distribution

We launch directly inside the platforms APAC users already live in:

  • Telegram Mini Apps (SEA, Korea, India)

  • LINE Games + LINE NEXT (Japan, Taiwan, Thailand)

  • Kaia + Partner Chains with Web3 support

This gives us native access to tens of millions of players across markets like Japan, Korea, and Southeast Asia without relying on app stores or CEX onboarding friction.

🚀 Viral-Proven Game Launches

We don’t ship ideas—we ship hits.

  • Web3PvZ (Telegram): 1.2M players in 7 days

  • BANANA (LINE): 10M+ downloads, ranked #1 across multiple weeks

  • Kuma Jump & others: Viral Telegram and LINE games with monetized ad funnels and event loops

💸 Dual-Engine Monetization

Telgather runs a hybrid Web2 + Web3 revenue engine:

  • In-App Purchases (IAP): LINE Store, Telegram Mini Apps

  • Incentivized Ads (IAA): Rewarded videos, revive tokens, XP boosts

  • NFT Mechanics: Fusion, upgrades, crafting with burn logic

  • Token Sinks: PvP entry fees, staking, limited-time events

Monetization works with or without tokens—utility is layered on when the loop is proven.

🎮 Fully Vertical Studio

Everything is built in-house:

  • Game design & art

  • AI systems

  • Web3 smart contracts

  • Backend + analytics

  • Token economy + monetization design

  • Distribution & community ops

We control the full stack—end to end.

. . . . . .

Reach & Metrics (as of Q2 2025)

  • 18M+ total users across all games

  • 1.2M+ Web3PvZ players in 7 days

  • 10M+ players in Banana (LINE)

  • 350K+ LINE followers

  • 90K+ Telegram community

  • 150K+ wallets connected across Kaia and partners

  • Tens of thousands of NFT holders

Telgather has the largest Web3-ready social gaming audience in APAC.

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