Equipment and control-loop performance, watched against what it should do.
Pumps drift off their curves and valves stick long before anything trips. Cyzag Intelligence watches each one against what it should do and prices the gap.
Delivered by Cyzag OperationsCyzag Intelligence
AI summary Since Monday, FIC-220 has started to oscillate and EV-201 steam per tonne is 8% above normal.
Charts on one grid, with a control-loop check open on FIC-220
What it does
Six things it does.
Built with Analysis workspaceCause-and-effect flowProcess diagramsHistorians
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Equipment against its design curve
Pumps, compressors and exchangers against the curve they were bought to.
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Control loops and valves
Oscillating loops and sticking valves, found and priced.
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Instruments that freeze or drift
Flat-lined or drifting measurements flagged before they mislead.
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Alarm floods, grouped
A few incidents instead of forty alarms, each with its first alarm named.
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Equipment out of service
See what goes unwatched while equipment is out.
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One set-up, every site
Set up an equipment type once, reuse it on every site.
How it works
How it works, in four steps.
- 1 Read-only connections bring in the historian tags for the equipment, loops and instruments.
- 2 Enter design curves once per equipment type, or pick a good period.
- 3 The engine watches each asset, prices the gap and proposes the likely cause with its evidence.
- 4 Your people confirm the cause; a named owner approves the fix.
- Cyzag Operations → Findings arrive in the shift and open a root-cause workflow with the crew's own record attached.
- Cyzag Intelligence → Watches equipment, loops and instruments against their design curves and learned normal, and prices the gap.
- Read-only connections to your historian, MES and SAP
- Deployed on site or in your own tenant
- Configured by your engineers, with no code
- An audit trail on every record
Questions
What buyers ask us.
Do we need a first-principles model or a digital twin?
No. The expectation comes from what you already have: the equipment's design curves, a good period of its own history, or a mass or energy balance.
Which equipment does it cover?
Rotating equipment such as pumps and compressors, heat exchangers, control loops, valves and instruments, wherever the historian holds the measurements.
Does it change setpoints or tuning?
No. Cyzag never writes to your control system; connections are read-only. Findings and drafted actions go to people, and nothing changes without a named person's approval.
How is a finding different from an alarm?
An alarm says a limit was crossed. A finding says a unit has departed from what it should be doing, what that is costing and what most likely caused it, often long before any limit is reached.
Further reading
All resources →
Data VisualisationProcess Variations – A Quick Way to Improve PerformanceDo you want to improve your manufacturing performance and increase your bottom line? Let’s focus on the basics of Process Variations and control charts.Jul 2023 · 2 min read
Continuous ImprovementBreak the Cycle! Use Powerful Tools to Solve Root ProblemsTired of treating symptoms? Identify and address root causes of issues in manufacturing with these powerful problem-solving tools.Oct 2024 · 6 min read
AIAI in Manufacturing Examples: What’s Working Now on the FloorExplore AI in manufacturing examples that show how leading companies apply technology to boost efficiency, improve quality and safety, and reduce costs.Apr 2025 · 8 min read
Continuous ImprovementWhy Problems Keep Coming Back in Manufacturing and Terminal OperationsLearn why operational issues repeat across shifts and systems when context, decisions, and asset history fail to carry forward in industrial operations.Feb 2026 · 5 min read
Other solutions
Start here
See it on your own plant.
Start with a working session: your engineers and ours, on your plant's own problems.