Home
CASE STUDY · ABU DHABI, UAE
Engineering
Intelligence
at Industrial Scale
An AI-driven production optimization and predictive and prescriptive maintenance hub for a leading oil & gas operator.
Leveraging the expertise of Logaritm and its Abu Dhabi sister company, we assembled a consortium of best-of-breed technologies to transform a complex, proprietary concept into a fully fledged, AI-driven platform.
Data Tags
Integrated and contextualized from multiple sources
Critical Assets
Rotating and static equipment with hybrid digital twins
Heat Exchangers
Hybrid digital twins for intercoolers, aftercoolers, shell and tube types
Dashboards
Real-time insights for operations, engineering and management
Our Solution Architecture
Integrating industrial data, engineering physics and AI to turn complexity into actionable intelligence.
Physical Assets
Equipment and process facilities
OT/IT Data
SAP HANA, PI System, Hexagon and more
Data Platform
Integrate and contextualize 1M+ tags
Engineering & AI
Physics-based models, AI/ML, reduced-order models, CFD & FEA
Hybrid Digital Twins
Asset and process digital twins
Predict & Prescribe
Failure prediction, optimization and maintenance planning
Real Business Impact
Safer operations, higher production and lower costs
CAPTURE CONDITION02 · DIAGNOSE
MODEL RISK03 · PRESCRIBE
PRIORITIZE ACTION04 · PROTECT
MONITOR REMAINING LIFE
Core capabilities
Three connected capabilities turn asset data into action
Asset Integrity
Fitness-for-service, risk-based inspection, structural assessment, and life-extension planning for vessels, lines, and static equipment that cannot be allowed to fail.
Digital Twins
Hybrid models combine thermal and structural physics, loads, stress, fouling, and damage with AI trained on live and historical evidence.
Advanced Simulation
High-confidence API 579 Level 3 assessments and coupled simulations that turn inspection evidence into defensible engineering decisions.
How we operate
A disciplined care cycle moves from signal to protected performance
Every engagement converts asset evidence into an accountable engineering decision and a measurable protection plan.
Listen
Capture condition from sensors, inspection evidence, and operating history.
Diagnose
Model degradation, failure modes, consequence, and remaining life.
Prescribe
Prioritize the inspection, repair, or operating change with the highest value.
Protect
Monitor performance so intervention is scheduled rather than forced by failure.
Bring us the evidence. Leave with a defensible care plan.
Our Clinic is a focused expert review for a single asset, recurring failure mode, or difficult integrity decision. It creates a fast path from fragmented evidence to prioritized engineering action—without forcing a large transformation program first.
Ideal for: life-extension decisions, repeated defects, uncertain inspection findings, operating-envelope changes, and high-consequence equipment.
Clinical intake
Collect inspection history, process conditions, drawings, failure evidence, and the decision that must be made.
Engineering diagnosis
Combine fitness-for-service, structural simulation, reliability evidence, and expert review to identify the governing risk.
Prescribed action
Receive ranked interventions, required verification, operating limits, and a practical next-step roadmap.
Crawl · Walk · Run
Build integrity intelligence at the pace your operation can absorb
Start with dependable evidence, connect engineering decisions, then scale into a continuously learning asset system.
Crawl
Establish trusted condition data and focus effort on the assets carrying the greatest risk.
- Data and inspection baseline
- Criticality and gap assessment
- Priority diagnostic use case
Walk
Connect inspection, simulation, and operations into repeatable decision workflows.
- RBI and FFS integration
- Physics-informed analytics
- Decision dashboards
Run
Scale digital twins and AI across the portfolio to protect performance continuously.
- Live condition monitoring
- Portfolio optimization
- Closed-loop learning
UAE & GCC TRACK RECORD
Work already delivered, not just modeled
166K tasks mastered
Converted into 72K unique, SAP-ready golden records in under a day—work that would take an SME two to three months.
Industrial data mastering
16K records restructured
Re-categorized a 21-level location hierarchy into a clean eight-level, 119-category enterprise structure.
Enterprise information model
Maturity programs delivered
Completed analytics maturity and technology assessments for government agencies, each closing with an executable action plan.
AMA · ATTA · GCC
Let the asset tell you what it needs next.
Abu Dhabi, United Arab Emirates · +971 50 615 6869 · info@logaritm.ae
