ML-Powered trust enhancing developer tools for Web3
Powered with Fimio’s machine learning-trained fraud detection API, Web3 builders can now easily go beyond blacklists and simulations for assessing smart contract reputation.
Web3 needs to be a safer, more trusted place for users to engage. At Fimio, our goal is to be
the trust layer for Web3
With Fimio, safely unlock the power of web3 development by permissionless-ly composing smart contracts via our fraud detection API.
Our Product
Leverage the power of machine learning to validate the legitimacy of smart contracts on Ethereum
Enter a smart contract address, and the Fimio API (alpha 0.0.1) will return a trust score for that contract, allowing developers to identify if the contract is trustworthy or not. No more worries about malicious actors, hidden loopholes, or vulnerabilities.
What does the score capture?
The score returned provides a level of confidence for the security and legitimacy of the contract, and lies in the range from 0 to 1; where a score of 1 is bad or malicious, and a score of 0 means no malicious patterns detected in the code. Any score between 0 and 1 is the level at which the model believes the smart contract is safe or not.

Designed for Developers
Fimio allows users to combine code in web3 in a safe and truly permissionless way
With the Malicious Smart Contract API, developers can feel confident building complex architectures knowing they can use the Fimio API as a permissionless checkpoint for connecting safely to a smart contract. Add Fimio as one of the building blocks used when composing dApps.
Improve composability
Fimio allows users to combine code in web3 in a safe and truly permissionless way. With the malicious smart contract API, developers can feel confident building complex architectures knowing the Fimio API is a checkpoint that will identify whether they should proceed with connecting safely to a smart contract.
Human readable
Get information about smart contract validity without having to work in byte code; work exclusively in human readable language!
Simple to use
Fimio’s API uses one input and gives you all of the information. Give it an address of a contract, and get a confidence score.
Easy and direct
Our API is designed to allow fraud detection to be done in code, programmed straight into applications rather than running separate simulations.
Our Partners

Blog
The latest posts from our blog
Fimio API Alpha 0.0.1 with Data Supported by Spice AI
Fimio's Malicious Smart Contract API: Protecting Your Web3 Applications with Data Provided by Spice AI Read More
Announcing Fimio’s Malicious Smart Contract API Alpha 0.0.1 Release
With Fimio, you focus on writing the code, and we will focus on giving you the information you need to safely build complex architectures. Read More
A Developer's Small EthDenver Retrospective
Conference-scale events like EthDenver are important. They are the center everyone is drawn into and the center out of which numerous different smaller events emerge. But while it might be the big things that bring us together, I believe it's the small things that keep us going. Read More