Energy & LNG
Keep trains running through summer peak.
Compressors, turbines and pumps monitored against thermal and particulate stress, with 90-day failure forecasts.
−38% unplanned trips
GulfTwin.AILaunch command center
Live across 5 Qatar facilities · 807 assets
GulfTwin predicts equipment failure up to 90 days ahead — modeling the heat, dust, humidity and salinity that destroy machinery in the Gulf.
Enter live demo NO LOGIN · SIMULATED RAS LAFFAN SITE 07
0
% prediction accuracy
0
days avg. early warning
0
% less unplanned downtime
0.00
QAR M avoided at RL-07
C-104 · VIB 6.4 mm/s ▲CH-118 · APPROACH +4.2°CTX-112 · HOTSPOT 98°CAMBIENT 47.2°CPM10 412 µg/m³CT-109 · FAN Δ 7%G-103 · EXH 512°CP-131 · CAVITATION 0.82RH 71% · COASTAL Z6C-104 · VIB 6.4 mm/s ▲CH-118 · APPROACH +4.2°CTX-112 · HOTSPOT 98°CAMBIENT 47.2°CPM10 412 µg/m³CT-109 · FAN Δ 7%G-103 · EXH 512°CP-131 · CAVITATION 0.82RH 71% · COASTAL Z6
The problem
The Gulf is the harshest operating environment on earth.
Equipment designed for 35°C runs at 50°C. Shamal winds push sand through every filter. Coastal air corrodes coils in months, not years. Calendar-based maintenance can't keep up — and every surprise failure costs millions.
0×
faster wear on rotating equipment above 45°C ambient
0%
of unplanned Gulf outages trace to heat, dust or salt
0M
QAR average cost of a single compressor trip
01 · Platform
A living digital twin of every asset you operate.
Every compressor, chiller, pump and transformer — scored, forecasted and ranked by financial consequence in real time.
gulftwin.ai/app · RL-07 command center
Z1 · North Process Block
Z2 · Central Utilities
Z3 · Cooling Plant
Z4 · Substation & Power
Z5 · Gas Compression
Z6 · Coastal Intake
CT-106Critical
Drift eliminator scaling, fan erosion
CH-128Critical
Condenser fouling — efficiency collapse
P-126Critical
Cavitation and seal degradation
M-151Critical
Winding insulation breakdown
Health scoring
0–100 per asset, fused from 14+ sensor channels
Failure forecasting
7 / 30 / 90-day probabilities with confidence
Risk economics
Repair cost × downtime × probability, in QAR
Copilot
Ask in plain language, get grounded answers
02 · Proprietary model
The Gulf Exposure Index.
Generic predictive tools were trained in Europe. Gulf equipment fails differently. GEI quantifies six environmental stressors and feeds them directly into every failure forecast.
Heat
50°C+ ambient peaks
Dust
Shamal sand ingress
Humidity
Coastal condensation
Salinity
Chloride corrosion
Asset
Compressor C-104
Gas Compression · Ingersoll Rand
GEI
82
Heat
94
Dust
88
Humidity
71
Salinity
64
Corrosion
69
Thermal stress
91
Health
23
P-fail 30d65%03 · GulfTwin Copilot
Ask your plant anything.
Which assets are most likely to fail in the next 30 days?
Copilot
Ranked by probability and financial consequence:
CT-106 · Cooling Tower72%
CH-128 · Chiller71%
P-126 · Pump70%
M-151 · Motor68%
04 · Built for your operation
One platform. Every critical asset class.
Pre-trained failure models for 8 asset classes, tuned on Gulf operating data from day one.
District cooling & HVAC
Protect cooling capacity when it matters most.
Chillers, AHUs and cooling towers scored for fouling, approach drift and fan erosion before efficiency collapses.
+14% chiller COP
Utilities & power
See transformer stress before the outage.
Hot-spot temperatures, insulation decay and coastal corrosion translated into risk-ranked work orders.
0 critical outages in 2026
05 · How it works
From raw signal to scheduled fix.
06 · Outcomes
Measurable in the first quarter.
Operators typically see payback within 5 months. Every prediction is tracked against reality, so finance sees exactly what GulfTwin saved.
0 mo
Typical payback
0×
Year-one ROI
BeforeWith GulfTwin
Unplanned downtime−38%
Maintenance spend−26%
Mean time between failures+72%
Emergency call-outs−59%
“
GulfTwin flagged a compressor bearing 19 days before it would have tripped our train in August. That single call paid for the platform for the next three years.
Head of Reliability Engineering
Major Qatari LNG operator
Connects to the systems you already run
REST API
MQTT
OPC-UA
SCADA
CMMS
ERP
IoT
In-country data residency · IEC 62443 · ISO 27001 · air-gapped edge deployment.
Enter the command centerFAQ
Questions from operators.
Most sites go live in 2–4 weeks. A CSV upload gives you a working digital twin on day one while live integrations are configured.
No. GulfTwin works with the data you already collect from SCADA, historians and CMMS, and adds value from wireless sensors where gaps exist.
In-country, in Qatar, with customer-managed encryption keys. Fully on-premise and air-gapped deployment is available.
Models are validated per asset class against your own failure history. Every alert ships with a confidence score and the evidence behind it.