Every card below is a pattern from live postings for manager through SVP and CISO seats: what the demand is in plain English, how job descriptions phrase it, why organizations pay for it, and the tool a leader would actually use in the first ninety days. Tools marked live run right here, free, with nothing uploaded.
Also here
Tools that support the work above without mapping to a single demand.
the on-the-job tool
AI Threat Modeler
The four questions of threat modeling, applied to AI systems. Describe what you are building (chat, RAG, agents, fine-tuning, pipelines), and the tool proposes candidate threats for exactly those elements, STRIDE per trust boundary, each explaining which of your answers surfaced it. You judge every one, rate the real ones on anchored scales, decide treatments with owners, and export the register.
Day one: a defensible threat model for your first AI system, in an hour, with the reasoning written down where an auditor or an engineer can check it.
Open the tool →the on-the-job tool
Security Policy Generator
A complete policy set tailored to your organization and tiered by CIS Implementation Group, with each policy mapped to NIST CSF, ISO 27001, SOC 2, CIS Controls, PCI DSS, 800-171, and HIPAA.
Day one: generate the set, adopt what fits, and hand an assessor a scope statement that explains what you excluded and why.
Open the tool →the on-the-job tool
AI Workload Control Mapper
Where the AI security and cloud security demands meet: pick your cloud and whether your AI answers, connects to your data, or acts on its own, and get the cumulative control set by layer, each control named in the native services of AWS, Azure or Google Cloud and mapped to NIST AI RMF, the OWASP LLM Top 10, MITRE ATLAS and ISO/IEC 42001. Or put all three clouds in three columns and see where they actually differ.
Day one: hand an engineer the control list in their own cloud's vocabulary, hand an auditor the same list mapped to the frameworks they ask about, and settle the multicloud argument with the side-by-side.
Open the tool →