#fraud detection Startups & Tools

Access to professional-grade blockchain investigation tools has remained locked behind a paywall reserved for government agencies and enterprise compliance departments. ChainHint breaks that gatekeeping by offering forensics and fund tracing capabilities at prices independent investigators and mid-sized exchanges can actually afford. The platform targets a clear market gap: when major cryptocurrency exchanges suffer breaches, stolen assets leave traceable on-chain footprints. The challenge has always been that specialized tools to follow those trails demand subscriptions exceeding $30,000 annually, effectively pricing out smaller organizations. ChainHint addresses this through tiered pricing starting at $79 monthly for individual investigators and scaling to $499 for agency-grade operations, with a free tier for basic access. The core functionality focuses on tracing funds across fragmented blockchain networks. The platform supports multi-hop tracking across six EVM-compatible chains (Ethereum, BSC, Polygon, Arbitrum, Optimism, Avalanche) plus Bitcoin, allowing investigators to follow assets as they hop between networks. Integration with Chainalysis enables real-time screening against OFAC sanctions lists, while pattern recognition detects mixing service usage and Tornado Cash interactions. What differentiates ChainHint is its depth of address intelligence. The platform maintains a database of over 86,000 labeled addresses representing known cryptocurrency exchanges, decentralized protocols, bridges, and identified exploiters. This foundation enables entity resolution—mapping transactions back to known actors rather than stopping at wallet addresses. The addition of AI-generated incident reports incorporating MITRE ATT&CK threat frameworks suggests the product aims to bridge technical analysis and formal security documentation. Operational features include continuous wallet monitoring with alert mechanisms, the ability to share investigations with external stakeholders through read-only access, and PDF export capabilities for formal reporting. The founder's description points to real-world validation through testing against documented breaches including the Bybit exploit, establishing that the product functions against actual attack scenarios rather than theoretical cases. The positioning is notably specific: rather than competing with Chainalysis or Elliptic on features or attempting to serve enterprise compliance teams, ChainHint occupies a middle tier where boutique security firms, academic researchers, and smaller exchanges can access investigation tools previously unavailable at accessible price points. That strategic positioning, combined with demonstrated functionality on known cases, suggests a product designed around practical constraints in the cryptocurrency security market rather than aspirational feature lists.