Category: smart-contract security firm / hybrid AI-plus-human audit workflow / public audit-report corpus / multichain security-review infrastructure
Summary: FYEO is better cataloged as hybrid security-review infrastructure than as a pure AI-audit marketing story. In this pass, the strongest first-party evidence came from the FYEO site metadata and the public audit-reports repository. Those materials jointly show a firm positioning itself around AI-guided audits with human expert validation while also maintaining a structured public matrix of audit reports and blog posts that spans 2021 through 2026 across a wide range of clients and ecosystems.
What it does:
Performs Web3 security reviews centered on AI-guided smart-contract audits with human validation
Publishes a first-party public audit repository with linked PDF reports and companion blog posts
Maintains a structured audit matrix covering multiple years, languages, ecosystems, and engagement types including ongoing reviews
Shows activity across Ethereum, Solana, XRPL, Flare, Axelar, Cosmos-adjacent systems, wallets, and agent-related projects rather than a single-chain niche
Key claims:
The FYEO site describes the company as “Hybrid AI + Human-Led Web3 Security Audits” and says its approach uses “AI-guided smart contract audits with human expert validation”
The same first-party site metadata says FYEO’s hybrid methodology “pinpoints risky code diffs and third-party vulnerabilities,” which is more specific than generic AI-audit branding
The public audit repository exposes both a Code Audit Reports directory and a PublicAuditMatrix.md file, signaling that FYEO treats public reporting as a structured product surface
In this pass, the public audit matrix listed 88 entries spanning 2021-2026 across 40 distinct clients and 25 protocol labels, with examples including Energy Web, Hyperlane, Mysten Labs, XRPL Labs, Flare, Axelar Foundation, Ripple, Solana Foundation, and NatGold
The matrix links not only PDF reports but also first-party FYEO blog posts for many engagements, suggesting the company packages public reporting and explanatory writeups together
Across the first-party materials, FYEO looks less like a black-box AI scanner and more like a hybrid audit operation building a reusable public corpus of security work
Whitepaper: No canonical standalone FYEO whitepaper or litepaper surfaced in this pass. The clearest current sources of truth were the FYEO site metadata, the public audit-reports repository, and the public audit matrix; see ../whitepapers/fyeo-primary-sources-2026-05-03.md.