VitiOps turns failures into reasoning, your checks into knowledge, and every platform into one graph. Early, and open.
Predefined lineage path, cannot detect unanticipated failures.
Manual checks accumulate as tech debt, leading to false alerts.
Cross-platform data flows remain poorly understood and unmonitored.
Keys, nulls, reconciliations. 100% precision, near-zero cost, auditable.
Seasonality-aware detection that scales across millions of tables, no hand-tuning.
Agents for triage, root cause, and authoring — for confirmed incidents, never the measurement.
The model never decides whether a number is wrong.
It decides what to do about it.
Detection stays cheap and reproducible. Expensive reasoning runs only where judgment pays off.
Trust is the real adoption curve. Every action lives in one of three modes — and the bounds widen only as the product proves itself.
shadow → advisory → controlled autonomy
I'm reaching out as a…