LedgerLens

LedgerLens is a web app (with optional mobile companion) that turns confusing blockchain wallet activity into human-readable narratives and risk signals. Users connect a wallet address (read-only) and get a timeline that explains swaps, bridges, approvals, NFT mints, and suspicious patterns like unlimited token allowances or interactions with known scam clusters. It also generates a “What changed?” summary after each session and suggests concrete actions (revoke approvals, move funds, avoid certain contracts) with links to trusted tools. This is an AI + traditional app: AI handles transaction labeling, clustering, and plain-language explanations; deterministic rules handle alerts and known-bad lists. The product is realistic: it won’t “recover” stolen funds or predict markets; it simply reduces confusion and prevents avoidable losses by making on-chain activity understandable for normal people and small teams.