V
VALAKTHE INDUSTRIAL UNIVERSE
SIMULATED PLANT ONLINE
A visual field guide / bottling line 03

One factory. A connected universe.

Follow the glowing paths from physical machines to automation, history and AI. Click a system to understand its job, or take the guided tour.

Plant dataMachine controlAI investigation
PLANT 03 / SYSTEM MAP · CONCEPTUAL, NOT PHYSICAL DISTANCE
A factory represented as an interconnected galaxyThe central bottling machine is controlled by a PLC. Its data is exposed through an OPC server to SCADA, a historian and Valak. These systems are drawn as glowing planets, with packets traveling on their connections. Valak investigates and advises a human, never commanding the machine. sensor datamotor commands vendor driverlive readingstime-stamped samples UA → collector → ingestalternate: historian API BOTTLING LINE 03 PRODUCTION RUNNING PLCThe controllerSENSORS IN · MOTOR COMMANDS OUT DATA SERVEROPC UATHE SHARED DATA INTERFACE NO ACTIVE ALARMSCADA / HMITHE OPERATOR SEES NOW HistorianTHE MEMORY OF MEASUREMENTS DATA + CONTEXT + AIValakINVESTIGATE · EXPLAIN · RECOMMEND EngineerREVIEWS & DECIDES AUTOMATION ≠ AIThe PLC controls the machine.Valak helps the engineer.No Valak command path to the PLC.
Click a glowing system to inspect it.
On a small screen, swipe the map sideways.
Colors indicate data, control and AI.
Planet positions are conceptual.
THE AI CONTRIBUTION / SCRIPTED DEMONSTRATION

From an alarm to an evidence-backed investigation.

  1. Operator asks: “Why is the pump hotter while flow falls?”
  2. Load the machine-troubleshooting skill.
  3. Read equipment context and discover temperature / flow tags.
  4. Call valak_history for the same time window.
  5. Model evaluates evidence and considers competing explanations.
  6. Produce a cited advisory for the engineer.

Engineer’s evidence brief

Ready to investigate.

SCADA shows the alarm. Valak can help retrieve context, compare evidence and propose the next checks.

Download the complete offline learning guide ↗