Victorifer reads all your plant data, works out what's wrong the way a seasoned operator does, and acts within the limits you set. It's how a connected line becomes a self-running one.
Good operators never run a line on a single number. They take in the telemetry, the alarms, the recipe, the procedure, yesterday's trend, and a note from the last shift, and then they decide. Victorifer works the same way. It pulls together all your plant data, structured and not, and reasons over the full picture before it acts.
Standard connectors to the SCADA, MES, historian, and analytics you already run. Nothing installs on the control network. No rip and replace. (The live demo below runs the full loop against a simulated line.)
The loop a good operator runs in their head, made explicit and auditable.
Read live state, telemetry, and alarms over OPC UA. Pull context from the MES, historian, batch records, and SOPs. Standard connectors, no changes to the control network.
Victorifer fuses the signals that normally sit in separate silos, then reasons over them to find the likely cause and propose a fix. On every line, at once.
Every action gets a confidence score and a guardrail check. Above your threshold, it acts. Below it, or near a safety limit, it asks a person first.
Victorifer starts as a copilot. It learns your process from real outcomes. Only then does it take the wheel, and only inside the limits you set.
The right facts at the operator's fingertips: live state, the procedure that applies, and a recommended next step, in plain language.
Every recommendation you accept or reject teaches it. Over time it learns your lines, your recipes, and the know-how that lives in people's heads.
Once it has earned the confidence, Victorifer closes the loop. It diagnoses and corrects in real time, and every action still carries a score and a guardrail check.
Plants spent a decade wiring themselves up. The operators who know what the data means are walking out the door. And AI just crossed the threshold where it can do something about it — if there's a safe execution layer between the model and the machine. That layer is what we build.
OPC UA, historians and MES are deployed and streaming. Most plants already have the data an expert would want — sitting in silos, feeding dashboards nobody has time to watch.
The operators who can hear a fault before the alarm fires are retiring, and their know-how lives in their heads. Every shift runs thinner than the last one.
Modern models can read a procedure, fuse it with live telemetry, and act through tools. The missing piece was never intelligence — it was deterministic guardrails on the way out.
Victorifer scores every action it proposes: how strongly the evidence backs the diagnosis, and how safely the move sits inside your limits. That score is your control surface. You set the bar for what runs on its own, and you watch the AI clear it more often as it learns your line.
A simulated aseptic fill-pack line streaming the same signals a real line publishes over OPC UA — running the full engine, live. Press ▶ Guided tour for the narrated version, or drive it yourself: trigger an alarm and watch the copilot read the state, pull in the SOP and plant records, and score each decision. It acts on the confident ones and hands you the rest.
ANTHROPIC_API_KEY to flip the brain pill to Claude.Start with a copilot on a single line. Earn the rest from there, safely.