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Secure AI at Scale in 6 Weeks

Most teams are stuck in demos. This is how you move to production without gambling on risk.

Weeks 1–2: Triage & Architecture

• Use-case triage with kill-criteria.
• Threat model (prompt injection, leakage, drift, tool abuse).
• Data paths, isolation, minimization.

Weeks 3–4: Controls & Telemetry

• Prompt/response policies and filtering.
• Monitoring for toxicity/leakage/drift.
• PIA + AI IA; artifacts attached to risk record.

Weeks 5–6: Go-Live & Handover

• Release gate green; rollback rehearsed.
• Runbooks + alert thresholds.
• Exec briefing (performance + KRI thresholds).

After Go-Live

Small frequent evaluations and decision-ready dashboards that pair reliability with risk signals.

© 2025 Michel Hjazeen