Binarly | AI-Powered Firmware Supply Chain Security Platform

Binarly runs static analysis and symbolic execution on compiled artifacts, with a black-box unpacking engine that handles archives, compressed payloads, vendor wrappers, and uncommon file systems. That lets a team inspect a firmware image from a supplier that shares nothing but the binary. The practical effect is coverage of code that source based scanners never see, including microcode, bootloaders, and third party libraries statically linked into a build.

The platform looks for unknown vulnerabilities rather than only matching version strings to CVE records. It covers UEFI firmware, baseboard management controllers, RTOS images, embedded Linux, Android partitions, cloud containers, and VM snapshots. Machine learning models trained on large binary corpora help flag suspicious code patterns, and researchers review what the models surface.

Every shipped image can carry credentials that should never leave the build server. Binarly scans for hardcoded API keys, OAuth tokens, JWTs, webhook URLs, and private keys inside firmware, mobile partitions, containers, and snapshots. Findings point to the exact offset and file, so a developer can confirm and rotate the secret instead of searching a repository by hand.

Reachability analysis maps a reported vulnerability to real execution paths in the binary. If a flawed function can't be reached from any entry point in your configuration, it drops down the list. This is the feature that changes day to day work for most teams, because a stack of hundreds of CVEs becomes a short list of things that can actually be hit in production.

Binarly builds a cryptographic bill of materials from the binary itself, listing every algorithm, key, certificate, and protocol it can identify. Weak keys, expired certificates, Secure Boot bypasses, and outdated crypto get flagged, and dashboards track migration progress toward post-quantum algorithms. That makes post-quantum cryptography readiness a measurable project rather than a slide, and the output doubles as audit evidence as regulated industries approach migration deadlines.

Exploitation Maturity Scoring combines CISA KEV entries, live exploit telemetry, proof of concept availability, and ransomware campaign data into a running risk ranking. The score updates as the threat picture changes, so a patch decision made on Monday doesn't rely on last quarter's severity ratings.

The platform plugs into a build pipeline and checks each artifact before release. Builds that fail the policy, whether from a critical reachable flaw, a leaked secret, or a missing mitigation, stop at the gate. Auto-generated advisories and on-demand VEX documents come out of the same workflow, which saves the paperwork step after a finding.