Defined boundaries
Testing starts with boundaries, access expectations, target systems, exclusions, constraints, and the people who will use the result.
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Methodology
A methodology explains planning and approval, what gets tested, and how findings are validated. The report still needs to hold up.
Testing starts with boundaries, access expectations, target systems, exclusions, constraints, and the people who will use the result.
Tools broaden the review, but material findings are confirmed manually so the output reflects real exposure, not scanner noise.
Findings explain the observed issues, which roles or systems are affected, and what to change next.
Reports are written for engineering, security, leadership, procurement, and customer-facing teams.
Service line depth
The work changes by service line. Expectations stay the same: boundaries, manual validation, and evidence.
References
The work can align with OWASP, cloud and identity guidance, the Essential Eight, or NIST-style controls.
Keep the evidence actionable.
AI review follows the same rule: prompts are one input. Permissions, retrieval boundaries, tool access, approvals, logging, and workflow shape the result.
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Describe the system, timeline, and decision.