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It operates through smart contracts and is non-custodial.”"},{"@type":"PropertyValue","propertyID":"claim:content-native-digital-agencies-481a414b779f98e8-a-6c4d47665253d82ef9a2","name":"How long does it take to build a DEX?","value":"“It depends on complexity. White-label solutions can launch in 4–6 weeks, while fully custom DEXs may take 3–4 months.”"},{"@type":"PropertyValue","propertyID":"claim:content-native-digital-agencies-481a414b779f98e8-a-6469ef8fc90022680faa","name":"Do you offer smart contract audits?","value":"“Yes, every DEX we develop includes a full smart contract audit before launch.”"},{"@type":"PropertyValue","propertyID":"claim:content-native-digital-agencies-481a414b779f98e8-a-dcc0dd72f1103e856476","name":"Can you build cross-chain DEXs?","value":"“Absolutely. 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The agent operates within a sandbox of rules that it cannot bypass, no matter its internal logic.”"},{"@type":"PropertyValue","propertyID":"claim:content-native-digital-agencies-481a414b779f98e8-a-f26df577bfe81bdf5bcf","name":"Can AI agents interact with any blockchain or just specific ones?","value":"“Our agents are chain-agnostic. We build interfaces for EVM-compatible chains (Ethereum, Arbitrum, Base), as well as high-performance networks like Solana and NEAR. Through cross-chain protocols and bridges, we can even develop multi-chain agents that manage liquidity across several ecosystems simultaneously.”"},{"@type":"PropertyValue","propertyID":"claim:content-native-digital-agencies-481a414b779f98e8-a-fd5e7a96393ec495dec3","name":"How do you prevent LLM \"hallucinations\" in financial operations?","value":"“We use a Retrieval-Augmented Generation (RAG) architecture combined with \"Chain-of-Thought\" reasoning. Instead of letting the AI guess, we feed it real-time, verified on-chain data and price oracles. Every decision is cross-referenced with hard data before a transaction is ever proposed or signed.”"},{"@type":"PropertyValue","propertyID":"claim:content-native-digital-agencies-481a414b779f98e8-a-6937347c52537e3e4a56","name":"Do I need to provide my own LLM API keys, or do you host the models?","value":"“We offer flexible deployment. We can integrate with commercial APIs like OpenAI or Anthropic, or deploy open-source models (like Llama 3 or Mistral) on your own private infrastructure or decentralized compute networks like Akash. This ensures total data privacy and eliminates reliance on a single provider.”"},{"@type":"PropertyValue","propertyID":"claim:content-native-digital-agencies-481a414b779f98e8-a-afaee302fe4f6a145e71","name":"How do you deliver a Web3 MVP so fast?","value":"“By leveraging an AI-augmented pipeline. While traditional agencies focus on 'billable hours' and static designs, we use tools like Claude 3.5 and Gemini 3 Pro for rapid code generation and deep architectural audits, delivering functional results in 24 hours.”"},{"@type":"PropertyValue","propertyID":"claim:content-native-digital-agencies-481a414b779f98e8-a-2850ab3de45b524931dd","name":"What is the difference between MVP and PoC (Proof of Concept)?","value":"“An MVP is a product with essential features, ready for user testing and market validation. A PoC is an early-stage prototype used to assess technical feasibility before investing in full development.”"},{"@type":"PropertyValue","propertyID":"claim:content-native-digital-agencies-481a414b779f98e8-a-c010ccfd9b0e9f90daf7","name":"Do you provide frontend and backend MVP development?","value":"“Yes! Our team specializes in backend/frontend MVP development, crafting scalable architectures for web and mobile applications.”"},{"@type":"PropertyValue","propertyID":"claim:content-native-digital-agencies-481a414b779f98e8-a-28e93337fc7b7b822142","name":"Do you provide MVP development services for startups?","value":"“Yes, we provide full-cycle MVP development services for startups, including product strategy, design, development, and scaling using AI-powered workflows.”"},{"@type":"PropertyValue","propertyID":"claim:source-description","name":"About","value":"Polish IT company."},{"@type":"PropertyValue","propertyID":"claim:source-listed-website","name":"Website","value":"https://ndlabs.dev/"}],"@type":"Organization"}}