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FuzzForge

Near Paris

On the record

Air-gapped limit
Air-gapped deployment uses local open-weight models only, has no router or network egress, and is priced above the standard on-premise licence.fuzzinglabs.com · read 7 Oct 2026
Air-gapped limits
Air-gapped deployment uses local open-weight models, has no network egress, and is priced above the standard on-premise licence.fuzzinglabs.com · read 5 Oct 2026
Audience
The page identifies product security teams and PSIRTs as its audience, including embedded product vendors, OEMs, government and defense teams, and security service firms.fuzzinglabs.com · read 7 Oct 2026
Audit logs
The platform logs every model request and reasoning chain for auditing.fuzzinglabs.com · read 7 Oct 2026
Automation
Specialized agents drive campaigns, while engineers can take over using industry tools they already know.fuzzinglabs.com · read 5 Oct 2026
Campaign results
Campaigns produce triaged crashes with replayable test cases and validated findings; the platform can also build an SBOM from a binary.fuzzinglabs.com · read 7 Oct 2026
Data ownership
Customers keep campaign test cases, reports, configurations and their knowledge graph; FuzzingLabs keeps the platform itself.fuzzinglabs.com · read 7 Oct 2026
Deployment
Deployment options include hosted SaaS, a dedicated instance in the customer’s cloud tenancy, Kubernetes on-premise, and air-gapped deployment.fuzzinglabs.com · read 7 Oct 2026
Human oversight
Agents drive campaigns, while engineers can take over using industry tools they already know.fuzzinglabs.com · read 7 Oct 2026
Input targets
It accepts binaries, full firmware images or source code and can map targets and build an SBOM.fuzzinglabs.com · read 7 Oct 2026
Integrations
FuzzingLabs describes workflows that combine tools such as Semgrep, CodeQL, AFL, LibFuzzer, Ghidra, angr and QEMU.fuzzinglabs.com · read 7 Oct 2026
Licensing unit
For public sector procurement, the maker describes an annual licence per instance, with tiers based on target count and no per-seat or per-test billing.fuzzinglabs.com · read 5 Oct 2026
Maker
FuzzingLabs describes FuzzForge as its flagship AI agent orchestration platform for continuous offensive validation on firmware, binaries and embedded systems.fuzzinglabs.com · read 7 Oct 2026
No source required
FuzzForge works on binaries and firmware images without source code and writes the fuzzing harness itself.fuzzinglabs.com · read 7 Oct 2026
Not a source-code scanner
The maker says FuzzForge does not replace researchers and is not a source-code scanner.fuzzinglabs.com · read 5 Oct 2026
Operations
The execution layer schedules campaigns on available compute, and campaigns can run overnight or for days.fuzzinglabs.com · read 7 Oct 2026
Purpose
FuzzForge runs fuzzing, emulation and reverse engineering campaigns for embedded and connected product security testing.fuzzinglabs.com · read 7 Oct 2026
Scope limit
FuzzForge does not replace security researchers and is not a source-code scanner.fuzzinglabs.com · read 7 Oct 2026

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