
Protect Megawatt Output.Catch Drift Early.
ProArch Foresight helps plant teams detect equipment drift early by continuously comparing real-time operating data against engineering design curves.
With AI-powered anomaly detection and root-cause insights, teams can act before hidden issues become unplanned trips, derates, or costly outages.

Measurable Business Outcomes
Operational Gains You Can Measure
$500K – $1M+
Saved per Forced Outage Avoided
$250K – $1M+
Annual Savings in Recovered Efficiency
$100K – $500+
Prevented Lost Revenue from Unplanned Trips
6-Figure
Maintenance Cost Avoidance Over Asset Lifecycle
Illustrative impact for ~1,000 MW combined‑cycle plants. Results vary by asset and operating profile.
The Risks ProArch Foresight Eliminates
BOP Equipment Rarely Fails Suddenly. It Drifts.
Balance-of-plant equipment rarely fails without warning. Pumps, valves, motors, and other critical assets often drift from design intent long before traditional monitoring detects a problem.
Pumps drift off their efficiency curves, increasing energy use and wear
Valves lose precision and responsiveness, impacting control stability
Motors degrade under changing load conditions, reducing reliability
ProArch Foresight for Power Generation
AI-Powered Equipment Monitoring Against Design Curves
ProArch Foresight analyzes near real-time OT data and compares actual equipment behavior to expected performance based on manufacturer specifications, engineering design curves, and operating context.
The result:
- Earlier intervention
- Fewer forced outages
- Recovered efficiency
- More predictable megawatt output
ProArch Foresight Combines:
- Near real-time OT sensor data
- Manufacturer engineering specifications and performance curves
- AI-driven drift and anomaly detection
- Agentic AI-assisted root-cause analysis
- Dynamic dashboards with prioritized insights and alerts

What Operators see vs. What’s Really Happening
How ProArch Foresight Reveals Hidden Risk Before It Becomes an Outage
| WHAT OPERATORS SEE | WHAT’S ACTUALLY HAPPENING | WITH PROARCH FORESIGHT |
| Flow Rate: 1,850 GPM | All signals drifting together for 45+ minutes | AI detects multi‑signal drift vs. design curves |
| Head: 98% of Normal | Pattern indicates low LP drum level issue
3–4% efficiency dropping |
Root cause identified before limits are breached |
| Power Drawn: 97% of Baseline | Unit trip or outage likely within 2–4 hours | Operators get early warning + recommended action |
|
Everything looks fine |
Risk is invisible |
Issues corrected before outages or revenue loss |
Built for PLANT Operations & Asset Owners
One Platform. Outcomes That Matter Across the Plant and the Portfolio.
PLANT MANAGERS & OPERATORS
Operational stability, fewer outages, better control.
- Minimize forced outages and high-impact derates
- Recover efficiency lost to off-design operation
- Eliminate small inefficiencies that quietly compound
- Stabilize control behavior during load changes


ASSET OWNERS & PRIVATE EQUITY
More predictable cash flow, less risk, protected asset value.
- Prevent lost EBITDA through predictable megawatt output
- Protect exit valuation with predictable performance
- Extend useful life of critical assets
- Improve forecast confidence for investors

How ProArch Foresight works
From Raw OT Data to Actionable Equipment Insight
Connect OT Equipment Data
Bring in near real-time signals from BOP equipment that is most critical to your output, reliability, and efficiency.

Machine Learning & AI Monitors Equipment Against Design Curves
AI continuously evaluates equipment behavior against expected behavior based on engineering design intent.

AI Assistant Turns Drift into Action
Get anomaly detection, root cause, and recommendations powered by agentic AI with an AI assistant to dig deeper on root cause for faster issue resolution.




What ProArch Foresight covers
AI Monitors the Equipment That Matters Most
Start with one asset, one equipment class, or one facility, then scale across the plant or fleet with consistent analytics and governance.
Pumps
Valves
Motors
Compressors
Heat exchangers
Breakers
Switchgear & instrumentation
See How Early Drift Detection Protects Megawatts
Schedule a working session using your plant’s operating profile
Frequently Asked Questions
What is ProArch Foresight for Power Generation?
ProArch Foresight is an AI-powered platform that monitors critical equipment performance, identifies early signs of degradation, and helps teams act before issues impact operations or output.
How does ProArch Foresight detect issues in equipment?
It continuously analyzes operational data to identify deviations from expected performance and flags anomalies early before they turn into failures or sustained performance loss.
How is this different from how equipment is monitored today?
Most plants monitor outputs or rely on manual review and experience to detect issues. ProArch Foresight goes deeper. It analyzes how equipment is performing against expected conditions to surface issues that would otherwise go unnoticed.
What kind of insights does it provide?
ProArch Foresight surfaces anomalies, likely root causes, and recommended actions—along with visibility into trends, performance degradation, and potential operational impact.
How does this improve plant performance or reduce costs?
By identifying performance degradation early, teams can prevent efficiency losses and avoid costly outages, helping maintain expected output and reduce operational and revenue impact.
