PortalAi

We’re a research-driven innovation hub focused on pushing the boundaries of artificial intelligence. At Portal, we build custom AI agents designed to solve real-world problems across business operations, cryptocurrency infrastructure, and community engagement. Our mission is to turn cutting-edge research into practical tools that evolve with you.

WELCOME TO PORTAL

White-label Telegram bots for trading, group management, research, and AI interaction customisable by anyone, deployable in any community.

# CUSTOM AI AGENTS

## What Is It

Portal Foundation's Custom AI Agents enable anyone to launch fully functional AI chatbots directly into Telegram. These bots are intelligent, customisable, and modular, serving as both personal assistants and group moderators. Whether for trading analysis, research support, content generation, or community management, they bring powerful capabilities into familiar group chat environments.

---

## Vision

AI is not just for enterprise dashboards or standalone apps—it belongs in the tools we already use daily. By embedding customizable AI agents into Telegram, Portal empowers creators, traders, and communities to run intelligent, voice-enabled, real-time bots that act, analyse, and engage.

Portal's Custom AI Agents aim to:

* Bring conversational AI to any Telegram group or channel
* Allow users to fully customize and control their bot's behavior
* Blend market intelligence, chat interaction, and task automation in one place
* Create modular AI systems for trading, social coordination, or creative output

---

## Why It Matters

Telegram is the hub of many online communities—but most bots are static, limited, or too niche.

Portal's Custom AI Agents change that by:

* Offering live market data, chart analysis, and crypto tools directly in chat
* Providing natural language and voice interaction with AI agents
* Supporting full customisation for any use case, from education to trading to moderation
* Giving users the power to build and clone their own AI bots—no coding needed

---

## Problem & Solution

### The Problem:

* Telegram bots are either too rigid or too complex to customise
* Market intel bots lack conversational AI or adaptive behaviour
* Users need tools that combine community management, insights, and AI support

### Our Solution:

* A fully modular chatbot framework that supports hundreds of commands
* AI-powered group assistants that can speak, analyse, and interact in context
* One-click bot cloning and customization for individuals or brands
* White-label deployment with full admin control and settings

---

## How It Works

1. Deploy the bot to your group using the `/loadbot` command
2. Customize context with `/setcontext`, `/settings`, or `/clonebot`
3. Use `/ask`, `/talk`, `/vision`, `/speech`, or `/generateimage` for natural AI interaction
4. Monitor market with `/price`, `/sentiment`, `/fundingrate`, `/levelsindicator`, and more
5. Enable voice, document, and image input for dynamic responses
6. Share, clone, or integrate with your existing workflows

---

## Key Features

### 🧠 Conversational AI Core

* `/ask`, `/talk`, `/speech`, `/askspeech`, `/vision`, `/summary`
* Supports text, voice, and photo input
* Group-aware contextual replies and memory

### 📊 Market Intelligence

* `/price`, `/fundingrate`, `/liqLevels`, `/longshort`, `/sentiment`, `/chartview`
* Deep market analysis: liquidation zones, smart money flows, leverage indicators
* Cross-asset insights: forex, stocks, crypto, and more

### 📣 News & Research

* `/newstoday`, `/trendingnews`, `/claude_news`, `/claude_research`, `/newsinfo`
* NLP-based sentiment analysis
* Custom topic summarization and financial narratives

### 🧩 Customization & Cloning

* `/clonebot` for white-label deployment
* `/setcontext`, `/checkcontext`, `/togglecontext` for group tuning
* `/settings`, `/contexts` for bot-wide preferences

### 📁 Media & File Handling

* Upload with `/upload`, handle PDFs, docs, and images
* Run NLP or vision-based analysis on files and screenshots

### 🗺️ Web & AI Exploration

* `/explore`, `/grok`, `/claude_search`, `/claude_market`
* Custom internet queries and deep dives with LLMs

### 📈 Trader & Analyst Tools

* `/marketSentiment`, `/liquidationHeatmap`, `/participationratio`
* `/openInterestVolumeDelta`, `/combinedIndicator`, `/orderBookAnalysis`
* `/market_maker_activity`, `/volatility_breakout`, `/market_regime`

### 🏆 Referral & Engagement Tools

* `/referral`, `/leaderboard` to incentivize bot usage and growth

### 💬 Group Management Additions

* Natural conversation parsing
* Intelligent assistant support in community discussion
* Response monitoring and customization

---
## Use Cases

### 🧠 Individuals

* Personal AI research assistant in Telegram
* Voice-based knowledge queries
* Trading data, charting, and indicators via command

### 👥 Communities

* Enable every member to use AI in chat
* Share insights, research, and price data easily
* Build a branded assistant for your Telegram group

### 📊 Traders

* Access live data and analytics by command
* Automate insight retrieval during market events
* Use voice to monitor market sentiment and trends

### 🏢 Businesses

* Embed Portal-powered bots in customer-facing channels
* Provide real-time intelligence or support
* Tailor bots for financial services, media, or education

---

## Revenue & Monetisation

* Subscription models for advanced bot features
* Token incentives for usage and referrals
* Premium command packs and business licensing
* White-label packages for brands and influencers

---
## Roadmap

| Milestone                       | ETA     | Status         |
| ------------------------------- | ------- | -------------- |
| Core Bot Architecture           | Q2 2025 | ✅ Complete     |
| Market Analysis Modules         | Q2 2025 | ✅ Complete     |
| Voice & Image Commands          | Q3 2025 | ✅ Complete     |
| Bot Cloning + White-Labeling    | Q3 2025 | 🔜 Planned     |
| API Builder for Bot Logic       | Q4 2025 | 🔜 Planned     |
| Marketplace for Agent Templates | Q1 2026 | 🔜 Planned     |

---

## Technology Stack

* Python + Telegram Bot API
* OpenAI, Claude, and local LLM integration
* MongoDB/PostgreSQL for context and user state
* Vision model integration (OCR, captioning, detection)
* Whisper-based voice command engine
* Secure deployment and token-based access

---

## Competitive Advantages

* Most comprehensive Telegram AI bot framework on the market
* Real-time market intelligence built-in
* Natural voice and visual interaction
* White-label and referral support
* Modular command structure for easy expansion
* Token-powered incentive ecosystem

---

## Investment Opportunity

Portal's Custom AI Agents offer a glimpse into the future of lightweight AI interaction.

Instead of siloed chatbots or bloated apps, they live where people already engage—Telegram. Combined with deep market data, flexible LLM integration, and powerful customisation, this platform is poised to lead the way in community AI deployment.

Invest in a future where every group has its own AI—and every user has control.







A multi-agent trading system combining legendary investment strategies, technical insight, and real-time sentiment analysis to create high-confidence portfolio decisions.


# AI HEDGE FUND

## What Is It

The AI Hedge Fund is a multi-agent proof-of-concept trading system developed by Portal Foundation that uses independently operating AI agents to identify and act on profitable market opportunities. Inspired by world-renowned investors like Warren Buffett and Bill Ackman, each agent brings a unique perspective to trading decisions. These agents collaborate through a centralized coordination system, fusing technical, fundamental, and sentiment insights into executable trades.

---

## Vision

To redefine hedge fund operations by replacing traditional human-driven models with fully autonomous, AI-governed trading ecosystems. This project envisions a new class of AI-native investment vehicles that:

* Operate 24/7 across multiple markets
* Learn and adapt based on strategy performance
* Transparently explain decisions
* Deliver institution-grade insights without human bias

---

## Why It Matters

Traditional funds are limited by human bandwidth, cognitive bias, and slow feedback loops. The AI Hedge Fund addresses these issues with:

* Constant monitoring and signal generation
* Strategy diversification through multiple agents
* Automated reasoning based on performance metrics
* Transparent logic and traceable decision paths

---

## Problem & Solution

### The Problem:

* Trading decisions often lack multi-perspective analysis
* Most systems rely on singular models or rigid rule sets
* Portfolio management is slow to adapt to real-time changes

### Our Solution:

* Eight+ intelligent agents using distinct methodologies
* Central signal weighting and orchestration engine
* Full-stack data ingestion (technical, fundamental, sentiment)
* Interactive dashboard with risk analysis and signal clarity

---

## How It Works

1. Each agent independently scans markets using their strategy
2. Signals are scored based on confidence and clarity
3. The central system aggregates and compares signals
4. Trades are simulated or executed with optimal sizing
5. Performance is tracked and feedback loops improve agent accuracy

---

## Key Features

### 👨‍💼 Multi-Agent Trading Architecture

* Warren Buffett Agent (value investing)
* Bill Ackman Agent (activist investing)
* Sentiment Agent (social/news analytics)
* Technical Agent (trend & pattern detection)
* Valuation Agent (DCF & comparables)
* Confidence-weighted signal aggregation
* Agent-specific knowledge bases

### 📈 Advanced Analysis Engine

* Multi-factor scoring for buy/sell recommendations
* Fundamental, technical, and sentiment alignment
* Risk-reward estimation and volatility analysis
* Real-time and historical signal comparison

### 💳 Portfolio Management System

* Confidence-based position sizing
* Automatic rebalancing triggers
* Drawdown detection and mitigation
* Asset allocation across strategies and sectors
* Signal-level attribution and performance analytics

### 📆 Interactive Visualization Dashboard

* Agent signal summaries and consensus meter
* Signal strength visualization and rationale
* Risk profiling tools
* Trade attribution and PnL insights
* Benchmark comparison and sector exposure

---

## System Architecture

### 👽 Agent Layer
* Microservices for each trading agent
* Custom logic per agent strategy
* Containerized isolation for reliability
* REST APIs for inter-agent messaging

### 📱 Data Layer
* Real-time data feeds (Alpha Vantage, Yahoo, sentiment APIs)
* Historical market and fundamental datasets
* NLP pipeline for news and social media
* Caching for speed and rate limits

### ⚙️ Processing Layer
* Signal scoring engine
* Anomaly detection
* Cross-agent signal comparison
* Decision path tracing and audit

### 🔎 Decision Engine
* Trade simulation and order execution logic
* Portfolio constraint validation
* Position sizing engine
* Performance feedback loop to agents

---

## Technology Stack

* Python, FastAPI, Docker for infrastructure
* Kafka for event-driven architecture
* MongoDB & PostgreSQL for storage
* LangChain, CrewAI for agent orchestration
* GPT-4, FinBERT, Mistral for LLM-based reasoning

---

## Use Cases

### Retail Traders
* Gain access to institutional-style signals
* Understand trade rationale in plain language
* Automate part of portfolio decisions

### Quant Researchers
* Test individual agent performance
* Develop and plug in custom agent logic
* Analyze cross-agent strategy synergy

### Investment DAOs or Communities
* Share strategies transparently with on-chain votes
* Enable decentralized fund operation logic
* Run performance-based strategy competitions

---

## Roadmap

| Milestone | ETA | Status |
|----------|------|--------|
| Core Agent Framework | Q2 2025 | ✅ Complete |
| Technical & Valuation Agents | Q2 2025 | ✅ Complete |
| Sentiment + Buffett/Ackman Logics | Q3 2025 | 🔄 In Progress |
| Signal Dashboard | Q3 2025 | 🔜 Planned |
| Full Portfolio Simulation Suite | Q4 2025 | 🔜 Planned |
| Risk Management Engine | Q4 2025 | 🔜 Planned |
| Live Execution Engine | Q1 2026 | 🔜 Planned |

---

## Competitive Advantages

* Agent diversity mimics real-world investment teams
* Full transparency on how and why trades are made
* Easy integration of new strategies or models
* Extensible for retail, DAO, or institutional deployment
* Bridges AI strategy with real-world performance

---

## Investment Opportunity

The AI Hedge Fund represents the next step in the evolution of trading platforms—autonomous, intelligent, and composable. For investors, it offers:

* Early exposure to AI-native fund architecture
* Use of Portal tokens to access signals or automation
* B2B licensing to trading communities or fintechs
* Scalable performance benchmarking against traditional funds

As financial markets move toward algorithmic transparency and real-time analysis, this platform positions Portal Foundation at the forefront of AI-based investing.


AI HEDGE FUND

CUSTOM AI AGENTS

AI-powered market intelligence chatbot for real-time financial insights.


# PortalAI: AI-Powered Market Intelligence Chatbot

## What Is It

PortalAI is an advanced market intelligence chatbot that leverages artificial intelligence to provide real-time financial insights and analysis. By integrating with multiple financial data sources, PortalAI enables users to query market information using natural language and receive comprehensive, AI-enhanced analysis of stocks, cryptocurrencies, and forex markets—all through an intuitive conversational interface.

## Vision & Why It Matters

PortalAI transforms complex financial data into accessible, actionable insights through the power of artificial intelligence and natural language processing. By enabling users to query market data using simple conversational language, it democratizes access to sophisticated market intelligence that was previously available only to professionals with specialized tools and knowledge.

---

## How It Works

1. Ask a question in natural language
2. PortalAI parses your intent, metrics, timeframes, and context
3. It queries relevant APIs (crypto, stocks, forex)
4. It enhances the response with trend analysis, summaries, and formatting
5. You receive a human-readable, actionable insight

## Core Features

### Multi-Market Coverage
- Comprehensive cryptocurrency market data and analysis
- Real-time stock market information and insights
- Foreign exchange (forex) market intelligence
- Cross-market correlation analysis
- Market sentiment evaluation

### Natural Language Interface
- Intuitive query processing using everyday language
- Context-aware conversation capabilities
- Intelligent request interpretation
- Specialized financial language understanding
- Technical and fundamental analysis through simple questions

### Advanced Data Processing
- Real-time data aggregation from premium API sources
- Historical price and volume analysis
- Technical indicator calculations and interpretations
- Trading volume and liquidity assessment
- Market depth and order book analysis

### AI-Enhanced Analysis
- Natural language summaries of complex market data
- Trend identification and pattern recognition
- Bullish/bearish sentiment assessment
- Contextual market insights and explanations
- Data visualization recommendations

### Human-Readable Formatting
- Automatic currency and unit formatting
- Appropriate scaling for large numbers (millions, billions)
- Clear percentage and ratio presentations
- Organized data presentation for easy scanning
- Highlighted key metrics and notable changes

---

## Technology Infrastructure

### API Integration Framework
- Hyblock API for cryptocurrency market data
- StockForexProvider API for stocks and forex markets
- Dynamic endpoint selection based on query context
- Intelligent parameter mapping from natural language
- Automatic time-range optimization for queries

### AI Processing Engine
- Advanced natural language processing capabilities
- Financial domain-specific language model fine-tuning
- Context-aware query interpretation
- Multi-step reasoning for complex queries
- Automatic error correction and query reformulation

### Data Enhancement Pipeline
- Automatic data cleaning and validation
- Intelligent scaling and unit conversion
- Contextual metric formatting
- Trend extraction and summarization
- Insight generation from raw numerical data

---

## Market Coverage

### Cryptocurrency Markets
- Real-time cryptocurrency prices and market caps
- Trading volume and liquidity metrics
- Bid-ask spread analysis
- Historical price comparisons
- Exchange-specific data and analysis
- On-chain metrics and network data

### Stock Markets
- Real-time and delayed stock quotes
- Trading volume and market activity metrics
- Dividend information and analysis
- Earnings data and interpretation
- Market context and sector performance
- Technical indicator calculations

### Forex Markets
- Currency pair quotes and spreads
- Interest rate impact analysis
- Historical exchange rate comparisons
- Liquidity and volume metrics
- Central bank policy implications
- Currency strength indicators

---

## Use Cases

### Active Traders
- Real-time market intelligence
- Technical analysis interpretation
- Price and volume trend identification
- Market sentiment assessment
- Comparative market analysis
- Risk evaluation based on market conditions

### Investors
- Fundamental market data analysis
- Long-term trend identification
- Asset class performance comparison
- Market context for investment decisions
- Dividend and yield information
- Sector and industry performance metrics

### Market Analysts
- Comprehensive data aggregation
- Cross-market correlation analysis
- Advanced metric calculations
- Custom data formatting and presentation
- Automated regular market reports
- Unusual activity detection

### Financial Educators
- Simplified market explanations
- Educational market analysis
- Technical concept demonstrations
- Market data for educational content
- Historical trend illustrations
- Concept explanation with real-world data

---

## Query Capabilities

### Market Data Queries
- Current prices and values (e.g., "What's the price of BTC?")
- Historical comparisons (e.g., "How has AAPL performed this week?")
- Trading metrics (e.g., "What's the bid-ask spread for EUR/USD?")
- Volume analysis (e.g., "Show me the trading volume for Tesla today")
- Technical indicators (e.g., "What's the RSI for Ethereum?")

### Analysis Queries
- Trend assessment (e.g., "Is Bitcoin bullish or bearish right now?")
- Market context (e.g., "Explain today's market movement for tech stocks")
- Comparative analysis (e.g., "Compare performance of BTC and ETH this month")
- Fundamental interpretation (e.g., "How do Apple's earnings affect its stock?")
- Sentiment evaluation (e.g., "What's the market sentiment toward NFTs?")

### Custom Data Formatting
- Different time frames (hourly, daily, weekly, monthly)
- Various data formats (raw numbers, percentages, ratios)
- Multiple visualization options (tables, charts, summaries)
- Contextual unit selection (USD, BTC, local currencies)
- Custom metric calculations

---

## Technical Implementation

### API Management
- Dynamic API endpoint selection
- Intelligent parameter generation
- Error handling and retry logic
- Rate limiting and quota management
- Response validation and cleanup

### Query Processing Pipeline
- Natural language parsing and intent detection
- Financial entity recognition
- Time range interpretation
- Metric and indicator identification
- Query optimization for API efficiency

### Response Enhancement
- Context-aware data formatting
- Natural language summary generation
- Key insight extraction
- Market context addition
- Sentiment analysis and interpretation

---

## Roadmap

| Phase | Focus Area | Status |
|----------|------|--------|
| Phase 1 | Core data integration, base UI | ✅ Live |
| Phase 2 | Advanced sentiment, predictive tools | 🚧 In Progress |
| Phase 3 | Portfolio tracking, visualisation, alerts | 🔜 Planned | 

---

## Future Features (In Development)

- Personalised market alert system
- Custom chart/visual builder
- Cross-asset correlation engine
- Agent integration (e.g., deployable via Telegram/Twitter)
- Portfolio management and notification layer

A modular AI-integrated framework for smart contract creation, testing, and deployment across Ethereum-compatible networks.

# PORTAL MCP

## What Is It

PortalMCP (Model Context Protocol) is Portal Foundation's smart contract automation layer, built for AI agents. It transforms the traditional development stack into a natural language-powered, modular environment—bridging Claude, Solidity, EVM chains, and deployment pipelines.

From idea to deployed dApp, PortalMCP lets anyone build, test, simulate, and ship contracts or entire applications with minimal technical effort.

---

## Vision

Empower developers, founders, and AI agents to co-create decentralized applications by:

* Abstracting blockchain development into modular AI workflows
* Enabling smart contract generation, testing, deployment, and frontend creation via natural language
* Supporting AI-first infrastructure for Ethereum and compatible chains

---

## Why It Matters

Writing and deploying smart contracts has always required deep technical knowledge. PortalMCP removes that barrier—letting anyone, including AI agents, participate in building the decentralized internet.

This means:

* Faster prototyping and iteration
* Safer contracts through simulation and agentic testing
* Easier onboarding for founders, creators, and non-coders
* Decentralized development at scale

## Problem & Solution

**The Problem:**

* Blockchain development is complex, fragmented, and highly technical
* Non-coders and AI agents struggle to interact with low-level tooling
* Most IDEs lack natural language and agentic functionality

**Our Solution:**

* AI-native architecture: Claude and LLMs call MCP endpoints
* Natural language interface for building, testing, and deploying contracts
* Secure user-signed transactions with no key exposure
* Modular architecture that supports continuous updates

---

## How It Works

1. A user or agent types a natural language prompt ("Deploy NFT collection called PortalPass")
2. Claude interprets and triggers MCP tools (e.g. eth_create_nft_collection, eth_mint_nft)
3. The server returns compiled transactions for the user to sign
4. The bot tracks progress and deploys the frontend automatically

---

## Key Features

### 💻 Smart Contract Pipeline

* `eth_generate_contract`: Generate custom Solidity code
* `eth_compile_contract`: Compile to ABI + bytecode
* `eth_deploy_contract`: Deploy to EVM chains
* `eth_call_contract`: Read any function (e.g. symbol(), balanceOf())
* `eth_send_transaction`: Write or send ETH

### 💰 Token Tools

* `eth_create_token`: Generate ERC-20 contracts
* `eth_get_token_balance`: Read token balances
* `eth_transfer_token`: Prepare token transfer

### 🎨 NFT Tools

* `eth_create_nft_collection`: Deploy ERC-721 collections
* `eth_mint_nft`: Mint NFT to any wallet
* `eth_get_nft_owner`: Get current owner of an NFT ID

### 🌟 DeFi Tools

* `eth_create_staking_contract`: Deploy staking logic
* `eth_stake_tokens`: Stake ERC-20s
* `eth_swap_tokens`: Build swap transactions (DEX integration)

### 🚀 Simulation, Verification, and Deployment

* Pre-signature simulation of any contract call
* Multi-network support (mainnet + testnets)
* Manual signature flow (non-custodial)

### 🔬 Frontend + IDE

* `generate_frontend`: Build a basic UI connected to deployed contracts
* `link_to_contract`: Bind frontend to contract address
* `deploy_dapp`: Ship the full dApp live
* `portalIDE`: Code editor with Claude integration

---

## Security Model

* Non-custodial: all transactions require external wallet signature
* All actions pre-simulated for safety
* Tools are read/write scoped
* No private keys or blind execution

---

## Use Cases

* Deploying DAO or governance contracts
* Creating NFT drops with mint functionality
* Launching staking or liquidity programs
* Building token-gated apps or airdrop tools
* Educational training labs or hackathons

---

## Roadmap

| Milestone                       | ETA     | Status     |
| ------------------------------- | ------- | ---------- |
| Core Tooling MVP (ERC-20/NFT)   | Q2 2025 | ✅ Complete |
| Frontend Generator + Deployment | Q3 2025 | ✅ Complete |
| Agent Autonomy + Looping        | Q3 2025 | 🔜 Planned |
| dApp Templates + Portal IDE     | Q4 2025 | 🔜 Planned |
| Multi-Agent Coordination        | Q1 2026 | 🔜 Planned |

---

## Technology Stack

* Claude + GPT-4 for natural language understanding
* FastAPI + Node.js for MCP endpoints
* Solidity / Foundry for contract compilation
* Ethers.js/Web3.js for transactions
* Portal Wallet integration for secure signing

## Competitive Advantages

* Natural language-first blockchain IDE
* Seamless agent-to-MCP interaction
* Multi-chain compatibility
* Modular architecture (easy to expand)
* Claude-ready tooling for Web3 agents

---

## Investment Opportunity

PortalMCP is not just a product—it's a protocol layer for autonomous dApp creation.

* LLM-first developer tooling is still new
* Web3-native IDEs are still early
* Agentic contract generation unlocks high-leverage workflows

**Investors benefit from:**

* Long-tail monetisation (AI agents using MCP)
* On-chain value creation and platform fees
* Licensing MCP to other LLM-based platforms

By enabling Claude to act directly on-chain, PortalMCP builds the foundation for autonomous, low-code Web3 development at scale.

---

## 🔧 Installation: PortalMCP

**Prerequisites**

* Node.js v16 or higher
* npm or yarn
* An Ethereum wallet (MetaMask recommended)
* Access to Claude API (Anthropic)

**Setup Instructions**

1. Clone the PortalMCP repository

```bash
git clone https://github.com/your-username/portalmcp.git
cd portalmcp
```

2. Install dependencies

```bash
npm install
```

3. Create your .env file

```bash
cp .env.example .env
```

4. Configure your API keys in .env

```env
ANTHROPIC_API_KEY=your_claude_api_key
INFURA_API_KEY=your_infura_key
# or
ALCHEMY_API_KEY=your_alchemy_key
```

5. Build the project

```bash
npm run build
```

6. Start the PortalMCP server

```bash
npm start
```

---

## 🧠 Claude Integration

To connect Claude to PortalMCP, update your Claude config (`claude_desktop_config.json`) like this:

```json
{
  "mcpServers": {
    "portalmcp": {
      "command": "node",
      "args": ["path/to/portalmcp/dist/index.js", "--network", "sepolia"]
    }
  }
}
```

This setup lets Claude interact with PortalMCP using natural language prompts like:

* "Create an ERC-20 token with supply 1M"
* "Deploy this NFT collection"
* "Swap USDC to ETH"


PORTAL MCP

Intelligent routing across multiple liquidity sources.

# Portal DEX: Reimagining Decentralised Trading

## What Is It

Portal DEX combines advanced aggregation technology with an intuitive interface and AI-powered features. By leveraging the 0x Protocol and implementing innovative fee structures, Portal DEX creates sustainable value for both users and token holders while maintaining the highest standards of decentralisation and security.

---

## Vision & Why It Matters

Portal DEX aims to bridge the gap between complex DeFi protocols and everyday users, making decentralized trading accessible, efficient, and rewarding for everyone. By solving critical pain points in the DEX landscape—high fees, fragmented liquidity, poor UX—we're creating a platform that serves both novice traders and DeFi power users.

---

## How It Works

1. **Connect Wallet**: Seamlessly connect your preferred Web3 wallet
2. **Select Tokens**: Choose the tokens you want to trade
3. **Smart Routing**: Our aggregation technology finds the best prices across multiple liquidity sources
4. **Review & Swap**: Check the transaction details and execute your trade
5. **Track Performance**: Monitor your portfolio and trading history with advanced analytics

---

## Core Features

### Smart Aggregation
- Intelligent routing across multiple liquidity sources
- Real-time price comparison across DEXs
- Automated path optimisation for best execution
- Gas fee optimisation for cost-effective trades

### Advanced Trading Interface
- Clean, intuitive swap interface
- Real-time price feeds and market data
- Custom token import functionality
- Detailed transaction analytics
- Advanced slippage protection

### Token Management
- Seamless wallet integration
- Custom token listing capabilities
- Automated token verification
- Real-time balance tracking
- Smart allowance management


### Enhanced Security
- Smart contract auditing
- Real-time transaction monitoring
- Automated safety checks
- Secure wallet integration
- Anti-fraud protection

### User Experience
- One-click token swaps
- Mobile-responsive design
- Cross-chain compatibility
- Gasless transactions (coming soon)
- Fiat on/off ramps (coming soon)

---

## Revenue Generation & Token Holder Benefits

### Fee Structure
- 0.1% base swap fee
- Additional 0.01% protocol fee
- Premium features for token holders
- Fee sharing for liquidity providers
- Volume-based fee tiers

### Token Holder Benefits
- Fee sharing rewards
- Governance rights
- Access to premium features
- Staking rewards
- Early access to new features

### Foundation Revenue Streams
- Protocol fees from trades
- Premium feature subscriptions
- Token listing fees
- Partnership revenue
- Cross-chain bridge fees

---

## Technical Infrastructure

### Smart Contract Architecture
- ERC20 token support
- Multi-signature security
- Upgradeable contracts
- Gas optimisation
- Cross-chain bridges

### Integration Capabilities
- Web3 wallet support
- 0x Protocol integration
- Cross-chain compatibility
- API access
- Developer tools

---

## Market Impact

### For Traders
- Better pricing through aggregation
- Lower transaction costs
- Enhanced trading tools
- Improved market access
- Professional-grade features

### For Token Holders
- Sustainable revenue sharing
- Platform governance rights
- Growing ecosystem value
- Staking opportunities
- Community benefits

### For the Ecosystem
- Increased liquidity
- Market efficiency
- Innovation in DeFi
- Community growth
- Sustainable development

## Roadmap

| Phase | Focus | Status |
|----------|------|--------|
| Phase 1 | Core swap engine, token tools | ✅ Complete |
| Phase 2 | AI insights, cross-chain, analytics | 🚧 In Progress |
| Phase 3 | Institutional tools, social trading | 🔜 Planned |

---

## 🔹 Why Portal DEX Is Different

By combining cutting-edge aggregation tech, AI enhancements, and sustainable tokenomics, Portal DEX reimagines what a decentralised trading experience should feel like: intelligent, rewarding, secure, and user-friendly.

---

## Community 

### Token Utility
- Fee sharing participation
- Access to premium features
- Staking rewards
- Community benefits

Portal DEX offers a unique combination of tech, user-friendly features, and economics. By generating revenue through small transaction fees and sharing these benefits with token holders, the platform creates a cycle of growth and value creation for the entire ecosystem.

PORTAL DEX

PortalAI Market Intelligence

Real-time crypto analytics, liquidation levels, and sentiment tracking for informed decision-making.

# Portal Wallet: Your AI-Powered Crypto Command Center

---

## What Is It

Portal Wallet is an AI-powered crypto terminal and Telegram bot that enables users to buy, sell, bridge, monitor, and manage digital assets using natural language commands. It integrates with multiple chains and DEXs to execute complex DeFi operations through simple conversational inputs, backed by a persistent alert system, portfolio tracking engine, and security-first architecture.

---

## Vision

We envision a world where managing your crypto portfolio is as simple as having a conversation.

Portal Wallet aims to make crypto accessible and actionable for everyone — from first-time users to advanced traders — by removing technical complexity and replacing it with intelligent, guided interactions.

---

## Why It Matters

Today, DeFi is powerful — but inaccessible.

Most wallets and terminals require:
- Complex UI knowledge
- Manual input of token addresses
- Custom DEX routing
- Risky contract interaction without warnings

Portal Wallet solves this by giving you:
- A chat-based interface
- Built-in risk checks
- AI market intelligence
- Cross-chain functionality
- A secure and persistent backend

Whether you're trading or learning, you get the same advanced tools — just simpler.

---

## Problem & Solution

### The Problem
Crypto trading tools are often:
- Complicated to use
- Easy to get wrong
- Not tailored to the user's needs or understanding

### Our Solution
Portal Wallet provides:
- Natural language trading
- Smart contract previews
- Tax-aware routing
- Persistent price alerts
- Daily portfolio updates
- AI-powered market analysis and insights

All in one interface, accessible from anywhere with Telegram.

---

## How It Works
1. Login or generate your wallet directly in Telegram
2. Issue a command, like "buy $50 of ETH" or "alert me if PEPE > 0.000001"
3. Portal Wallet interprets the request using AI + NLP
4. Quotes are routed through DEX APIs like 0x (Permit2)
5. Smart checks are performed, including slippage, tax, approval status
6. Trade executes, and result is confirmed instantly
7. Portfolio data and alerts are updated in the background

---

## Key Features

### 💬 Natural Language Trading
- Plain-English commands
- AI parsing of buy/sell intent
- Real-time price lookups
- Smart slippage and tax-aware logic

### 🔁 DeFi Operations
- Buy/sell/swap tokens
- Bridge assets cross-chain
- Interact with contracts
- Monitor balances and transaction history

### 🔐 Security Features
- Encrypted wallet generation
- Mnemonic + private key login
- Smart contract interaction previews
- Token approval safety checks

### 📊 Market Intelligence
- Price impact and risk analysis
- Token tax detection
- Portfolio analytics
- Daily trend updates

### 🔔 Persistent Alerts
- /alert TOKEN CONDITION PRICE
- Works with any ERC-20
- Distance-to-target calculation
- Supports contract addresses + symbols

### 📈 Portfolio Commands
- /portfolio – View token balances, values
- /subscribe – Daily updates at 9AM
- /unsubscribe – Stop updates
- Token scanning, historical data, and performance metrics

---

## Use Cases

### For Traders
- Execute multi-chain trades with simple commands
- Manage risk and watchlist tokens via alerts
- Track PnL and price impact over time

### For DeFi Users
- Swap tokens without Metamask
- Bridge and yield-farm safely
- Verify smart contract risks before approval

### For Newcomers
- Learn through guided interactions
- Avoid UI mistakes
- Understand crypto in plain language

### For Power Users
- Automate trading logic (sell on % gain)
- Create AI-generated rebalancing plans
- Receive daily analytics + cross-chain metrics

---

## Roadmap

| Milestone | ETA | Status |
|----------|------|--------|
| Buy/sell via natural language | Jul 2025 | ✅ Live |
| Persistent alerts via /alert | Jul 2025 | ✅ Live |
| Daily portfolio summaries via /subscribe | Jul 2025 | ✅ Live |
| Privacy swap functionality | Aug 2025 | 🔄 In Progress |
| Sell-on-percentage-gain logic | Aug 2025 | 🔄 In Progress |
| Limit orders and trigger-based actions | Sep 2025 | 🔜 Planned |
| AI-based portfolio rebalancing | Q4 2025 | 🔜 Planned |
| Chart generation and visual analytics | Q4 2025 | 🔜 Planned |

---

## Technical Infrastructure
- Telegram Bot API for conversational interface
- 0x v2 API (Permit2) for tax-aware DEX routing
- CoinGecko & DexScreener for pricing and token discovery
- PostgreSQL-backed alert and portfolio systems
- NLP + structured prompts for AI-driven trade parsing
- Secure wallet architecture, with encryption and real-time risk checking

PORTAL WALLET

Projects

Roadmap

Launch of Portal's AI infrastructure and initial token offering

Portal AI Launch

Release of the terminal for Portal holders

Portal Terminal

Selected partners begin testing custom AI agent deployment

Early Access Program

Development of upgraded tools for the Portal ecosystem

Release V2 tools

Implementation of Twitter, Telegram, and Discord connectors

Multi-Platform Integration

Preview release of the AI agent management interface

Agent Dashboard

WAVE 1

Integration with key DeFi protocols and data providers

Partnership Network

Launch of Projects under Portal Foundation

Build Release

Advanced AI Features

HIRING

WAVE 2

# Introducing Portal's AI Agent Customisation: Build Your Own AI Assistant

## The Future of Custom AI Is Here

Portal will be releasing a fully customisable AI agent platform that allows users to create, deploy, and manage their own AI assistants. Whether you're looking for a crypto knowledge or trading experience, automate social media engagement, or create a specialised knowledge assistant, our platform aims to provide the tools and flexibility you need.

## Core Features

### Advanced Personality Customisation

Our platform allows control over your AI agent's personality and behavior:

- **Base Model Selection**: Choose from industry-leading models including GPT-4, GPT-3.5-turbo, and Claude-2 or custom models as your foundation
- **Behavior Parameters**: Fine-tune your agent's creativity and consistency through temperature and token controls
- **Personality Traits**: Toggle between professional, friendly, technical, and creative personalities
- **Custom Knowledge Base**: Train your agent on specific domains or datasets

### Multi-Platform Integration

Your AI agent isn't limited to a single platform:

- **Twitter Integration**: 
  - Automated responses to mentions and posts
  - Engagement with trending topics
  - Smart interaction with top accounts
  - Custom posting schedules
  - Sentiment analysis of relevant conversations

- **Telegram Bot Capabilities**:
  - Real-time market analysis
  - Custom command handling
  - Group chat management
  - Automated alerts and notifications
  - Interactive data visualisation

### Web3 and Crypto Features

Take advantage of blockchain integration:

- **Wallet Integration**:
  - Secure transaction handling
  - Balance monitoring
  - Smart contract interaction
  - Multi-chain support
  - Custom transaction triggers

- **Market Analysis**:
  - Real-time price tracking
  - Technical analysis
  - Sentiment analysis
  - Liquidation monitoring
  - Custom alert systems

### API Integration System

Connect your agent to various data sources:

- **Market Data APIs**: Access real-time cryptocurrency and financial data
- **News APIs**: Process and analyse financial news
- **Social Sentiment APIs**: Track and analyse social media sentiment
- **Custom Endpoints**: Add your own API endpoints for specialised functionality

## Security and Control

We prioritise security in every aspect:

- **API Key Encryption**: All sensitive data is encrypted before storage
- **Rate Limiting**: Prevent abuse through intelligent request management
- **Access Control**: IP whitelisting and authentication systems
- **Activity Logging**: Comprehensive logging of all agent actions
- **Custom Permissions**: Fine-grained control over agent capabilities

## Real-World Applications

### Trading and Investment
- Market analysis and alerts
- Portfolio tracking
- Risk management
- Trading signals
- Performance analytics

### Community Management
- Automated moderation
- User engagement
- Content curation
- FAQ handling
- Event management

### Content Creation
- Automated posting
- Content analysis
- Trend monitoring
- Engagement optimisation
- Schedule management

## Getting Started

1. **Choose Your Base Model**
   - Select the AI model that best suits your needs
   - Configure basic personality parameters
   - Set up initial response patterns

2. **Configure Integrations**
   - Connect your social media accounts
   - Set up API keys and endpoints
   - Configure wallet integration if needed

3. **Customise Behavior**
   - Fine-tune personality traits
   - Set up custom commands
   - Define interaction patterns

4. **Deploy and Monitor**
   - Launch your agent
   - Monitor performance
   - Adjust settings as needed

## Future Development

We're constantly working on new features and improvements on the launch:

- Advanced conversation memory systems
- Multi-agent collaboration capabilities
- Enhanced decision-making algorithms
- Expanded platform integrations
- Advanced analytics dashboard

## Join the Evolution

Portal's AI Agent Customisation platform will allow for AI accessibility and customisation. We're making it possible for anyone to create sophisticated AI agents tailored to their specific needs, whether for business, trading, or community management.

Ready to create your own AI agent? Visit the bottom of the page and join the waitlist.

## Technical Requirements

- Active Portal account
- API keys for desired integrations
- Basic understanding of AI parameters
- Platform-specific authentication tokens

## Pricing and Plans

- **Community Tier**: Basic features with limited customisation
- **Premium Tier**: Full customisation and advanced features
- **Enterprise**: Custom solutions with dedicated support

Join us in shaping the future of AI interaction. Create your custom AI agent today and experience the power of personalized artificial intelligence.

*Stay tuned for regular updates as we continue to expand our platform's capabilities and features.*

Deploy custom AI agents

As artificial intelligence continues to reshape the technological landscape, Portal will be making steps that extend beyond cryptocurrency markets. We're establishing a revolutionary research initiative that will drive innovation across multiple sectors, creating an ecosystem of AI-powered solutions that address real-world business challenges.

Expanding Beyond Crypto: A Multi-Faceted Approach

While Portal tries to establish itself in crypto market intelligence, our vision extends on a much broader technological horizon. We're building an ecosystem that will change how businesses interact with AI technology, creating solutions that span multiple industries and use cases. 

### Custom AI Agents: The Future of Business Automation

At the heart of our expansion lies the development of customisable AI agents. These systems will go beyond automation, offering businesses intelligent solutions that can understand context, make decisions, and adapt to changing conditions. Our research initiative will focus on creating AI agents that can:

- Handle complex customer service interactions
- Manage supply chain logistics
- Automate content creation and management
- Process and analyse business documentation
- Provide real-time market analysis across various sectors
- Execute sophisticated business automation workflows

SaaS Solutions: Enterprise-Grade AI Integration

Our Software-as-a-Service platform will create access to scalable solutions that allow businesses of all sizes to leverage the power of AI without the need for extensive technical expertise. These solutions will include:

- Advanced data analytics platforms
- Automated business intelligence tools
- Customisable workflow automation systems
- Natural language processing services
- Computer vision applications
- Predictive modelling tools

Web-Based AI Tools: Accessible Innovation

Understanding the need for accessible AI solutions, we're creating a suite of web-based tools that will allow users to harness the power of AI through intuitive interfaces. These tools will enable:

- Real-time data analysis and visualisation
- Document processing and summarisation
- google chrome extensions  
- Automated report generation
- Pattern recognition and trend analysis
- Predictive analytics for business decisions


Creating Sustainable Value Through Innovation

For Portal token holders, this expanded vision represents an opportunity for value creation. By diversifying into multiple revenue streams across different sectors, we're aiming to build a robust ecosystem that can generate sustainable returns through:

- Enterprise licensing fees
- SaaS subscription revenue
- API access charges
- Custom implementation services
- Usage-based pricing models
- Partnership revenue sharing

The Research Initiative: Driving Innovation

Our research group will bring together people from diverse fields including:

- AI researchers and developers
- Machine learning specialists
- Business automation experts
- UI/UX designers
- Cloud infrastructure engineers
- Security specialists


Long-Term Benefits for Stakeholders

This comprehensive approach to AI innovation creates multiple advantages for Portal token holders:

- Diversified revenue streams reduce market dependency
- Access to growing enterprise AI market
- Increased platform utility and adoption
- Early access to cutting-edge AI technologies
- Participation in governance decisions
- Revenue sharing from multiple business lines


The Vision Forward

We're not just building tools; we're hoping to create an ecosystem that will power business innovation. Our approach ensures that we can capture value across multiple sectors while maintaining our leadership in telegram AI tools.  

The research initiative will employ for the aim of continuous innovation, ensuring that our platform evolves with emerging technologies and market needs. This adaptability, combined with our multi-faceted approach to AI solution development, positions Portal as a pioneer in the AI technology space. 

If you would like to join the team and be part of our vision we're inviting you to join us in building this comprehensive AI ecosystem. Whether you're an AI researcher, interested in business, or technology , your help can contribute to shaping the future of building a profitable revenue streaming platform through the portal foundation 

For token holders the potential for value creation expands exponentially.




What is the portal Foundation

Stay up-to-date with my words ✍️

Having access to comprehensive market intelligence can mean the difference between success and missed opportunities. Portal emerges as a solution, seamlessly integrating advanced AI capabilities with Telegram's accessibility to deliver unprecedented market insights and trading tools.

Advanced Market Intelligence at Your Fingertips

Portal stands out by offering real-time market analytics powered by sophisticated AI algorithms. Traders can access detailed information about liquidation levels, market sentiment, and technical indicators through simple Telegram commands. The platform processes vast amounts of data continuously, providing users with actionable insights for informed decision-making.

Key Features:

- Real-time Liquidation Analytics: Track potential cascade events and market pressure points
- Sentiment Analysis: Comprehensive market mood assessment through news and social media analysis
- Technical Indicators: Advanced charting and analysis tools accessible via command
- Voice-Enabled Commands: Hands-free operation for market analysis and information retrieval

Multi-Dimensional Market Analysis

Portal's strength lies in its ability to analyse market conditions through multiple lenses:

- Fear and Greed Index: Real-time market sentiment tracking
- Funding Rates: Monitor exchange funding rates for trading opportunities
- Long/Short Ratios: Analyse market positioning and potential reversals
- Volume Analysis: Deep insights into trading activity and market participation

News and Information Management

Stay informed with Portal's comprehensive news aggregation system:

- Real-time News Updates: Instant access to market-moving information
- Trending Topics: Track what's capturing the market's attention
- Sentiment-Based News Analysis: Understand the impact of news on market movement
- Custom Alerts: Set up personalised notifications for specific market events

Professional Trading Tools

Portal caters to both retail and professional traders with features like:

- Custom Command Creation: Tailor the bot to your trading strategy
- API Integration: Connect with existing trading systems
- Document Analysis: Process and understand complex market information
- Multi-timeframe Analysis: Comprehensive market views across different time horizons

AI-Powered Interaction

The platform leverages advanced AI capabilities for:

- Natural Language Processing: Intuitive command interpretation
- Voice Recognition: Hands-free operation and query processing
- Context-Aware Responses: Intelligent understanding of market context
- Automated Analysis: AI-driven market condition assessment

Community and Support

Portal fosters a vibrant trading community with:

- 24/7 Support: Continuous assistance for users
- Educational Resources: Comprehensive guides and tutorials
- Regular Updates: Continuous platform improvements
- Community Insights: Shared market analysis and trading strategies

Enterprise Solutions

For institutional users, Portal offers:

- Custom Development: Tailored solutions for specific needs
- Advanced API Access: Deep integration capabilities
- White-label Options: Branded solutions for businesses
- Enhanced Security: Enterprise-grade protection

Looking Forward

Portal continues to evolve, incorporating new features and capabilities based on user feedback and market demands. The platform represents the future of cryptocurrency market intelligence, where AI meets accessibility to deliver powerful trading insights through the familiar interface of Telegram.

Join the growing community of traders and investors who rely on Portal for their market analysis needs. Experience the power of AI-driven market intelligence in the palm of your hand.


Portals Telegram product

# Portal AI: Short command break down 

Portal AI  crypto market intelligence and analysis, combining real-time data processing, AI capabilities, and comprehensive market analytics.  Portal AI is designed to process and analyse vast amounts of market data, providing actionable insights through natural language interactions.

## Core Capabilities

### AI-Powered Analysis
- Natural language interaction using `/ask` for any context related queries once this has been set 
- AI-driven discussion capabilities via `/discuss` for in-depth market analysis
- Smart context awareness for more relevant and accurate responses


### Market Intelligence Commands

#### Price & Trading Analysis
- `/price` - Real-time price tracking with detailed market metrics
- `/chartview` - Advanced technical analysis charts with multiple indicators
- `/bidaskratio` - Order book analysis and market depth insights
- `/orderBookAnalysis` - Comprehensive order book pattern recognition
- `/marketStability` - Market stability scoring and risk assessment
- `/marketResistanceSupport` - Key level identification and analysis

#### Advanced Market Metrics
- `/liquidityDepth` - Analysis of market liquidity and potential impact
- `/comprehensiveLeverageIndicator` - Market-wide leverage analysis
- `/marketSentimentIndicator` - Multi-factor sentiment analysis
- `/openInterestVolumeDelta` - Volume and open interest analysis
- `/whaleRetailActivity` - Large trader behaviour analysis
- `/tradingActivity` - Detailed trading flow analysis

#### Risk Management
- `/liquidation` - Real-time liquidation tracking
- `/liqLevels` - Liquidation level analysis and risk assessment
- `/liquidationHeatmap` - Visual representation of liquidation clusters
- `/participationratio` - Market participation analysis

#### Market Sentiment
- `/fearAndGreed` - Market sentiment index tracking
- `/marketSentiment` - Comprehensive sentiment analysis
- `/sentiment` - Social media and news sentiment tracking

#### News & Information
- `/newstoday` - Real-time crypto news aggregation
- `/trendingnews` - Trending news analysis by ticker
- `/topmention` - Top mentioned cryptocurrencies tracking
- `/newsinfo` - Detailed news analysis and impact assessment

#### Analysis & Research
- `/explore` - Web-based market research capabilities
- `/tokeninfo` - Detailed token analysis and metrics
- `/summary` - Chat-based market summary generation

### Visual & Documentation Analysis
- `/vision` - Image and chart analysis capabilities
- `/generateimage` - Custom image maker
- `/code` - Technical analysis code generation

### Multi-Asset Analysis
- `/forex_insight` - Forex market analysis
- `/stock_analysis` - Stock market analysis
- `/currency_impact` - Currency market impact analysis

## Advanced Features

### Market Structure Analysis
- `/market_structure` - Comprehensive market structure analysis
- `/liquidation_zones` - Advanced liquidation analysis
- `/volatility_breakout` - Volatility pattern recognition
- `/smart_money_divergence` - Smart money flow analysis
- `/market_regime` - Market regime identification
- `/market_maker_activity` - Market maker behaviour analysis
- `/mtf_momentum` - Multi-timeframe momentum analysis

### Interactive Features
- Voice command processing capabilities
- Natural language query processing
- Multi-modal data analysis (text, images, voice)
- Real-time alert systems
- Custom notification settings

## Web Platform Integration

The data and analysis capabilities of Portal AI will power a comprehensive web-based platform featuring:

1. **Real-Time Dashboard**
   - Live market data visualisation
   - Custom alert management
   - Portfolio tracking
   - Risk analysis tools

2. **Advanced Analytics Center**
   - Custom indicator development
   - Strategy backtesting
   - Pattern recognition
   - Machine learning models

3. **Research Hub**
   - News aggregation and analysis
   - Sentiment tracking
   - Market research tools
   - Custom report generation

4. **AI Chat Interface**
   - Natural language market queries
   - Custom analysis requests
   - Strategy discussion
   - Portfolio recommendations

5. **Integration Capabilities**
   - API access for custom integration
   - Data export functionality
   - Custom webhook support
   - Third-party platform connectivity

## Future Development

The platform is continuously evolving with planned features including:
- Advanced machine learning models for pattern recognition
- Enhanced natural language processing capabilities
- Expanded asset coverage
- Improved visualisation tools
- Enhanced API functionality
- Custom strategy development tools

WELCOME TO PORTAL

CUSTOM AI AGENTS

PortalAI Market Intelligence

PORTAL DEX

WAVE 1

ABSTRACT

Portal AI Launch

Portal Terminal

Early Access Program

DEVELOPMENT

Release V2 tools

Multi-Platform Integration

Agent Dashboard

WAVE 2

ABSTRACT

Partnership Network

Build Release

DEVELOPMENT

Advanced AI Features

HIRING

Portals Telegram product

What is the portal Foundation

Portals Market commands

Want to join the team? Tell me more...💬

Home

WELCOME TO PORTAL

CUSTOM AI AGENTS

PortalAI Market Intelligence

PORTAL DEX

WAVE 1

ABSTRACT

Portal AI Launch

Portal Terminal

Early Access Program

DEVELOPMENT

Release V2 tools

Multi-Platform Integration

Agent Dashboard

WAVE 2

ABSTRACT

Partnership Network

Build Release

DEVELOPMENT

Advanced AI Features

HIRING

Portals Telegram product

What is the portal Foundation

Portals Market commands

Want to join the team? Tell me more...💬