AG AccessGuard AI Simulated API access review

Security / GRC Workflow Prototype

Third-party API access review, modeled as a security workflow.

This portfolio simulation is inspired by API access governance and risk review work. It models how a security team could evaluate third-party API access requests using authentication, encryption, data scope, incident response readiness, and business justification to produce a defensible risk decision.

Start here: load a sample request, submit it, then review the generated recommendation.

Security concepts demonstrated

API access governance Least-privilege review Control gap identification Audit-friendly risk recommendation

Portfolio simulation only: this is not a production system, not a tool used at Amazon, and does not process real sensitive data.

Security Work Translation

How this maps to real security work

Security teams regularly evaluate third-party API access requests to validate least privilege alignment, encryption standards, incident response maturity, and data governance controls before granting production access. This demo shows how that type of review could be standardized for consistency and audit readiness.

Access Governance

Evaluates whether requested permissions match the business need.

Control Validation

Reviews authentication, encryption, retention, and incident response readiness.

Risk-Based Decisions

Produces approve, deny, or remediation-required recommendations.

Audit-Friendly Output

Documents risks, control gaps, security principles, and required remediation steps.