// labs
NeoShield Labs
Experimental. Output requires qualified human review.
Labs holds experimental tools: AI assistants, post-quantum analysis and specialist utilities. They are separate from NeoShield Website Security Reporting, are not mature production security controls, and can be changed or withdrawn. Use their output as a draft for a qualified person to check.
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Labs tools
- Binary Analysis Assistant Experimental Uses AI (formerly AI Reverse Engineering)
- Compliance Mapping Assistant Experimental Uses AI (formerly AI Compliance Mapper)
- Config and IaC Review Assistant Experimental Uses AI (formerly AI Config & IaC Auditor)
- Detection Engineering Assistant Experimental Uses AI (formerly AI Detection-Engineering Studio)
- DevSecOps Configuration Assistant Experimental Uses AI (formerly AI DevSecOps Automation)
- Factory Studio Experimental Uses AI
- Firewall Exposure Review Assistant Experimental Uses AI (formerly AI Firewall & Exposure Auditor)
- Incident Report Drafting Assistant Experimental Uses AI (formerly AI Incident Report Writer)
- Incident Response Assistant Experimental Uses AI (formerly AI Incident Response)
- Network Traffic Review Assistant Experimental Uses AI (formerly AI Network Traffic Analyzer)
- PQC Migration Suite Experimental Uses AI
- Phishing Email Analyzer Experimental Uses AI (formerly AI Phishing Email Analyzer)
- Post-Quantum Readiness Analyzer Experimental Uses AI (formerly AI PQC Analyzer)
- Quantum Vault Experimental
- SOC Assistant Experimental Uses AI (formerly AI SOC Copilot)
- SOC Console Experimental Uses AI
- Scanner Output Triage Assistant Experimental Uses AI (formerly AI Vulnerability Triage)
- Security Code Review Assistant Experimental Uses AI (formerly AI Security Code Reviewer)
- Security Guidance Assistant Experimental Uses AI (formerly AI Security Advisor)
- Security Test Planning Assistant Experimental Uses AI (formerly NeoPentest AI)
- Security Test Planning Client Portal Experimental Uses AI (formerly NeoPentest Client Portal)
- Suggested Remediation Draft Experimental Uses AI (formerly AI Patch Generator)
- Suspicious Pattern Analyzer Experimental Uses AI (formerly Zero-Day Detector)
- Threat Live Experimental
- Threat Model Assistant Experimental Uses AI (formerly AI Threat-Model & Attack-Surface Analyzer)
How AI-assisted Labs tools handle your data
- Model provider
- Anthropic (Claude models), called from NeoShield’s server.
- Data sent to the provider
- The text or file content you submit to that tool, and the tool’s own instructions. Remove secrets, personal data and client identifiers before you submit.
- Account identifiers
- Your email address, account ID and IP address are not added to the request. Anything you paste is sent as written.
- Storage of prompts and outputs
- Most tools process the request and do not keep the input or output. Tools that save results to your account say so on the tool page. Usage counters store the tool name and time only.
- Provider retention and training
- Governed by Anthropic’s commercial terms and privacy policy. NeoShield does not make its own claim about provider training or retention.
- Code execution
- AI-generated code is never executed on NeoShield servers. Review, test, and approve any output before using it in production.
- Links in your input
- Labs tools do not fetch links found in your input.
- Languages
- English and Japanese.
- Known limitations
- Output can be incomplete, out of date or wrong, and can sound more certain than the evidence allows. It is not a penetration test, an audit or legal advice.