Guardrails
Policy, safety, redteam.
Input filters, output classifiers, and a red-team review loop — so the system fails gracefully when it fails at all, and the failure modes are known before the customer is the one to discover them.
Guardrails are not a one-line library call
Safety and policy are products. They have requirements, evals, owners, and a roadmap. We build guardrails the way we build any other capability — with measurable false-positive and false-negative rates, regression tests, and a quarterly red-team review.
Layers of defense
Input policy
PII detection, prompt-injection screening, jurisdiction-aware filters.
Output classifiers
Topical, safety, and brand-voice classifiers tuned to your domain.
Refusal logic
Calibrated declines with operator-facing rationale. No silent failures.
Red-team battery
Curated adversarial prompts, refreshed quarterly, run on every release.
Incident protocol
What to do in the first hour when a misuse case lands in production.
Regulatory mapping
EU AI Act, HIPAA, FINRA, age-gating — mapped to specific controls.