AI Solutions · Run

Keep production AI honest.

Most AI projects fail after go-live. We stay on — monitoring, tuning, defending and controlling cost so the systems we build keep delivering a year later.

Managed AI Ops

24/7 SRE for model serving, retrieval, agents and evaluation harnesses.

Model Monitoring

Drift, quality, toxicity, latency, PII leak detection — with alerting.

Cost Optimization

Prompt caching, smaller-model routing, batch vs. streaming, GPU right-sizing.

Red-Teaming

Scheduled adversarial testing and jailbreak audits with remediation plans.

Incident Response

Playbooks, dry runs, and post-mortems for AI-specific failures.

Continuous evals

Evals wired into CI so every prompt and model change is measured.