Doel AI
Ment Tech Labs collaborated with Doel AI to create an advanced AI chatbot ecosystem that bridges decentralized finance with real-time analytics and human-like interaction. Doel AI empowers users to query market data, manage portfolios, and understand DeFi protocols directly through chat without navigating complex dashboards or analytics tools.
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Reimagining How Users Interact with DeFi Data
Doel AI was created to make decentralized finance easier to understand and interact with. The founders noticed that while DeFi tools were powerful, they were often too technical for everyday users. Tracking assets across multiple wallets, comparing yields, or understanding protocol risks required deep knowledge and constant manual effort.
To change that, Doel AI envisioned a chatbot ecosystem that could talk directly to users, turning complex data into simple conversations. By partnering with Ment Tech Labs, the team aimed to build an AI-powered assistant capable of real-time portfolio tracking, yield insights, and on-chain analytics. The goal was simple: make DeFi feel as natural as chatting with an expert who always has the right data.
Let’s make decentralized finance conversational and intelligent
Before collaborating with Ment Tech Labs, the Doel AI team faced several technical and design challenges that limited the platform’s ability to deliver accurate, conversational, and real-time DeFi intelligence.
Fragmented DeFi Data Sources
On-chain data was scattered across multiple protocols and block explorers, making it difficult to aggregate accurate insights for users in one place.
Limited Natural Language Understanding (NLU)
Early chatbot prototypes struggled to interpret DeFi-specific queries, especially those involving token pairs, liquidity pools, and real-time analytics.
Inconsistent Portfolio Tracking Across Chains
Users holding assets across multiple networks couldn’t view unified analytics, as existing APIs lacked cross-chain interoperability.
Absence of Real-Time Market Updates
The system lacked live data feeds, meaning users often received outdated information about asset prices or liquidity metrics.
Low User Trust and Explainability
Without transparent data sources or verifiable contract interactions, users questioned the accuracy and reliability of AI-generated insights.
Limited Personalization and Context Retention
The chatbot couldn’t remember past user queries or personalize responses based on their DeFi behavior, resulting in repetitive interactions.
Ment Tech Labs’ Development Approach
Ment Tech Labs worked with Doel AI to design a conversational platform that combines blockchain intelligence with human-like dialogue. Our focus was to build a secure, real-time AI system capable of translating complex DeFi data into simple, actionable insights.
Ment Tech Labs delivered an intelligent chatbot ecosystem that merges conversational AI with decentralized analytics. Each solution was designed to simplify data interpretation, strengthen transparency, and enhance user engagement across the DeFi ecosystem.
AI-Powered Conversational Engine
Built a domain-specific language model capable of understanding DeFi terms, token pairs, and liquidity pool analytics with high accuracy.
Real-Time Portfolio Tracker
Developed a cross-chain tracking module that consolidates wallet data, token balances, and yield insights from multiple networks in real time.
Smart Query and Insight Layer
Enabled natural language queries for on-chain lookups, generating instant analytics such as staking yields, APY comparisons, and risk metrics.
DeFi Protocol Integration Suite
Integrated top DeFi protocols and data oracles to fetch live market data, liquidity pool stats, and transaction histories seamlessly.
Secure and Transparent Data Access
Implemented non-custodial wallet connections and encrypted data handling with full traceability of every insight source.
Interactive Chat Dashboard
Created a conversational interface combining text, charts, and quick actions for effortless portfolio management and insight retrieval.
Cross-Chain Scalability Framework
Designed backend support for multi-network expansion, enabling smooth addition of new chains and data sources.
Continuous Learning and Personalization
Deployed adaptive AI models that learn from user queries and personalize responses to reflect user preferences and activity.
Our clients
Doel AI was designed to make decentralized finance more human and accessible through intelligent conversations. Each feature enhances usability, trust, and performance across the DeFi ecosystem.
Conversational DeFi Assistant
Users can chat directly with the AI to access insights on tokens, yields, and portfolio performance in real time.
Cross-Chain Portfolio Tracking
Consolidates wallet balances and yield data from Ethereum, BNB Chain, and Polygon into a single, unified view.
Real-Time Market Intelligence
Streams live token prices, liquidity data, and protocol updates powered by verified on-chain feeds.
Protocol Analytics and Risk Insights
Provides transparent data on protocol TVL, pool utilization, and potential yield risks for informed decision-making.
Personalized Recommendations
The AI adapts to user behavior, offering contextual alerts, staking suggestions, and portfolio optimization tips.
Multi-Wallet Integration
Connects MetaMask, WalletConnect, and Coinbase Wallet for secure, non-custodial portfolio management.
Visual Analytics Dashboard
Combines chat-based interaction with data cards and charts for a seamless, intuitive insight experience.
Secure and Transparent Architecture
All insights are backed by auditable on-chain data and encrypted user connections, ensuring complete trust and reliability.
Driving Performance and Efficiency Across DeFi Markets