Sleep easy knowing your LLMs, prompts and data pipelines are
monitored, secured and optimized—24 hours a day.
Synthetic demo counter — connects to PagerDuty in production.
Real‑time KL divergence alerts and auto‑rollback to previous checkpoints.
Regex + semantic filters for PII, toxicity and jailbreak patterns.
Tier‑3 on‑call engineers with 15‑minute SLA via PagerDuty.
Vector index latency, token usage trends and success/failure heatmaps.
Immutable prompt/response snapshots with 1‑click export for auditors.
Human‑in‑the‑loop labeling and weekly RLHF pipelines.
Connect logs & telemetry; risk assessment in 5 days.
Deploy guardrails, SLOs, dashboards during two‑week sprint.
24×7 monitoring, weekly drift reviews, monthly AI ethics report.