AI MVP Development for Crypto & Web3

The hard part of building in crypto is rarely the smart contract — it's turning raw, high-volume on-chain data into something a product can reason over. SpeedMVPs builds AI MVPs that index EVM chains (Ethereum, Base, Arbitrum, Optimism, Polygon) and Solana, normalize event logs and traces through The Graph subgraphs or a custom indexer backed by Alchemy/QuickNode RPC, and expose that data to a retrieval-augmented (RAG) layer. That lets you ship an on-chain intelligence copilot that answers questions like 'which wallets accumulated this token before the last rally' or 'trace the funds from this drainer address' in natural language, grounded in real transaction history and protocol docs rather than a hallucinated guess. We ship this kind of working system in a two-to-three week build, not a six-month data-engineering project.

Smart-contract risk is where AI earns its place fastest in Web3. We build audit-assist copilots that combine LLM reasoning over Solidity and Vyper source with battle-tested static analyzers — Slither, Mythril, and symbolic execution — to flag reentrancy, unchecked external calls, integer overflow/underflow, access-control gaps, and dangerous delegatecall patterns before code hits mainnet. The AI explains each finding in plain language, links it to the exact line, and suggests a remediation, which turns a junior dev's PR review into something closer to a senior auditor's pass. To be clear on scope: this augments a human audit and CI gate, it does not replace a formal audit for a contract holding real TVL — and we design it to sit inside your Foundry or Hardhat pipeline so every commit gets scanned.

Compliance is now a first-class engineering requirement, not an afterthought, and it is genuinely different from generic fintech. Under the EU's MiCA regime and the FATF Travel Rule, VASPs must attach originator/beneficiary data to transfers above the ~1,000 USD/EUR threshold and screen counterparties in real time. We integrate wallet-risk and AML screening against Chainalysis, TRM Labs, or Elliptic, wire in OFAC sanctioned-address lists (the Tornado Cash designations made this non-optional), and layer an AI transaction-monitoring model that scores address clusters for mixer exposure, peel-chain behavior, and structuring patterns that rules-only engines miss. KYC/KYB onboarding, SOC 2 controls, and an immutable audit trail come built in so your compliance and banking-partner reviews don't stall the launch.

Agentic wallets are the frontier we build toward most often now. Using ERC-4337 account abstraction, a Safe multisig, or MPC custody via Fireblocks, we ship AI agents that can hold policy-constrained authority to execute on-chain actions — rebalancing a DeFi position, claiming and compounding yield, or settling an x402 machine payment — inside hard guardrails: spend caps, allowlisted contracts, simulation-before-signing via Tenderly, and a human-in-the-loop approval step for anything above a threshold. The agent reasons over live oracle prices (Chainlink feeds) and mempool state, but it can never sign a transaction the policy engine hasn't pre-authorized. This is the difference between a demo that yolos a private key into an LLM prompt and a system your risk team will actually sign off on.

Market and community intelligence rounds out the stack. We build sentiment and signal engines that ingest Farcaster, X, and Discord/Telegram alpha channels alongside on-chain flow, cluster narratives, and surface momentum shifts — the same NLP backbone behind real-time trading and analytics tooling. On the market-structure side we detect MEV sandwich patterns, track smart-money wallet cohorts labeled from Nansen/Arkham data, and flag anomalous liquidity moves that often precede a depeg or rug. Everything is delivered as clean, documented APIs so your existing app, trading bot, or dashboard consumes the outputs without a rebuild.

Every crypto MVP we ship is production-grade and non-custodial by default: Sign-In-With-Ethereum (EIP-4361) auth, WalletConnect and embedded-wallet onboarding via Privy or Dynamic for users who don't have MetaMask, on/off-ramps through MoonPay or Stripe crypto, IPFS/Arweave for durable NFT and metadata storage, and stablecoin rails (USDC via Circle) where fiat settlement matters. You receive the full codebase, smart contracts, deployment scripts, and architecture docs from day one — no black-box vendor lock-in and no per-seat licence on your own on-chain data. With 18+ AI MVPs shipped and 15+ senior engineers who have written Solidity in anger, the first sprint starts from real Web3 domain knowledge, not a blank whiteboard.