> For the complete documentation index, see [llms.txt](https://factualai.gitbook.io/factualai-docs/llms.txt). Markdown versions of documentation pages are available by appending `.md` to page URLs; this page is available as [Markdown](https://factualai.gitbook.io/factualai-docs/roadmap.md).

# Roadmap

#### Introduction: From Mini-App to the AI Truth Layer of Web3

FactualAI is not a one-time experiment. It is a scalable, modular intelligence system built to become a **foundational layer of credibility in the crypto ecosystem**.

Starting with a Telegram Mini-App, the project will evolve into a fully integrated platform—powering wallets, exchanges, DAOs, and DeFi applications with **real-time fact verification and investment signals**.

The roadmap is structured in 4 core phases:

***

#### 🚀 Q3 2025 – **Beta Launch: Telegram Mini-App**

**Objective:** Validate core functionality, attract early adopters, and optimize the rumor → verify → reward cycle.

**Milestones:**

* Launch of Telegram Mini-App interface
* AI rumor analysis (credibility scoring + investment suggestion)
* Community voting system
* Daily reward loop and Trust Score system
* First leaderboard cycle
* $FCTAI utility preview (non-transferable points for testing)
* Whitepaper release and branding campaigns

This phase is focused on **retention, feedback, and AI model improvement** through real user input.

***

#### 🌍 Q4 2025 – **Public Token Launch & Ecosystem Expansion**

**Objective:** Enable full token utility, increase participation, and expand external reach.

**Milestones:**

* $FCTAI token launch on BSC (or L2 chain)
* Activate token utility (premium analysis unlocks, staking, voting weight)
* CEX listing partnerships (MEXC, Gate.io priority)
* Referral & ambassador reward programs
* Introduction of “Special Missions” and seasonal events
* Begin outreach to partner projects for custom rumor scans
* Initial smart contract audit and bug bounty

This stage will see the **flywheel begin to turn**: more rumors, more validation, more insight, more token usage.

***

#### 📱 2026 – **Cross-Platform Expansion & Signal Services**

**Objective:** Evolve FactualAI from a Mini-App to a full Web3 infrastructure tool.

**Milestones:**

* Launch of mobile and web dashboard (outside Telegram)
* Integration with major wallets and trading terminals (e.g., MetaMask, TradingView, Zerion)
* Custom Portfolio Signal Simulator (users simulate how rumors would impact token value)
* Launch AI-as-a-Service: Projects pay $FCTAI to verify rumors about themselves
* DAO voting beta (initial decisions on model weights, reward distribution)
* Language expansion: Korean, Japanese, Spanish communities

FactualAI transitions here from a **consumer product to an ecosystem utility**.

***

#### 🧠 2027 – **Decentralization & AI Governance**

**Objective:** Hand over truth-discovery to a decentralized, self-learning ecosystem.

**Milestones:**

* Fully on-chain staking & slashing for validation
* DAO-controlled model retraining triggers and funding allocations
* Cross-project rumor oracle (FactualAI plug-in for DAOs, CEXs, launchpads)
* Token-based subscription APIs for builders and protocols
* NFT-based verifier reputation ID system
* Truth Layer SDK for integration into DeFi, NFT markets, gaming platforms

By this point, FactualAI will be not just a product—but a **credibility protocol** for Web3.

***

#### 🧭 Vision Beyond the Timeline

FactualAI is ultimately building a decentralized system where **information is not only free, but verifiable, tradable, and useful**.

In a world where AI is generating more content than ever, we believe the most valuable layer will be not what’s said—but **what’s verified**.

FactualAI is how Web3 learns to separate **signal from noise, truth from speculation, and wisdom from chaos**.