01 / The problem
Carry an authorized assessment from scope to report.
A security assessment is difficult to operationalize when reconnaissance, findings, evidence and remediation are scattered across tools and notes.
02 / CYBERSECURITY PLATFORM / BUILD
Security assessment, from scope to report.
Carry an authorized assessment from scope to report.
A bounded assessment workflow designed to make technical risk understandable.
Role & responsibility
Designed the documented workflow for passive reconnaissance, vulnerability assessment, AI-assisted analysis and reporting.
Verified result
An internal sanitized build is documented; client findings, screenshots and measurable outcomes remain private.
02 / Solution
Architecture & workflow
A bounded assessment flow connects scope, reconnaissance, findings, evidence mapping, analysis and QA reporting.
Technical implementation
- Kept passive reconnaissance and authorized assessment as distinct stages.
- Mapped findings to evidence and remediation guidance.
- Used AI assistance as an analysis aid, not as an unreviewed decision-maker.
Key engineering decisions
- Keep scope and authorization visible throughout the workflow.
- Prioritize evidence and remediation handover over a raw finding count.
Completed deliverables
- Assessment workflow
- Evidence mapping model
- AI-assisted analysis path
- QA reporting structure
Technology stack
Web + API reviewEvidence mappingQA reporting
Evidence surfaceNo approved screenshot published
Internal build. No private targets, vulnerabilities or customer evidence are published.