Evaluation‑driven. Secure by default.
Yes—on‑prem or private VPC.
Yes—Kubernetes/Docker; AWS/Azure/GCP; Postgres/Snowflake; vector DBs (pgvector/FAISS); SSO/RBAC. We deploy in your cloud or on‑prem.
Agreed KPIs + an eval harness (offline and human‑in‑the‑loop), retrieval/guardrails with redaction, and safe fallbacks—monitored with rollback paths.
If AI isn’t warranted, we’ll say so—and ship a faster, cheaper alternative.
Founded by ML engineers and researchers who’ve scaled models and aligned agents at startups and labs. We bridge research and operations so your teams can ship reliably.