INDUSTRY · OIL & GAS

Rapidly compose AI-powered solutions across the oil & gas value chain at scale.

XMPro is the agentic operations platform for upstream, midstream and downstream oil & gas — governed AI for asset integrity, production optimisation and emissions performance.

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TARGETED OUTCOME

10-30% Increase Overall Equipment Effectiveness (OEE)

TARGETED OUTCOME

up to 100% Increase production capacity

TARGETED OUTCOME

10-30% Increased pipeline utilisation

TARGETED OUTCOME

30-50% Reduced unplanned downtime

TARGETED OUTCOME

20-40% Increased inventory turnover

TARGETED OUTCOME

10-30% Quicker delivery time

TARGETED OUTCOME

20-50% Reduced cycle time

TARGETED OUTCOME

10-25% Increased operational efficiency

*Targeted outcomes with indicative ranges · actuals vary by environment.

THE IMPACT

What changes when XMPro lands in oil & gas.

TODAY · OIL & GASFRAGMENTED

Equipment downtime is reactive across pumps, compressors and rotating equipment

Process inefficiency goes unmeasured across the value chain

Anomalies in well, pipeline or refinery operations surface late

Quality defects are caught downstream, not at the source

Maintenance costs spiral with run-to-failure cycles

Energy inefficiency is invisible across distributed operations

Production losses are diagnosed after the shift

Supply chain disruptions cascade into production

Siloed data across SCADA, historians and ERP blocks visibility

Worker safety hazards on remote sites are diagnosed after the fact

ESG and emissions compliance tracked across fragmented systems

Operational fault ambiguity slows commander-on-the-floor decisions

THE OPERATING LOOP

Detect. Decide. Coordinate. Execute.

SOLUTION OFFERINGS

Solution categories for oil & gas.

Select your use case.

SOLUTIONS FOR OIL & GAS

Pre-scoped use cases for oil & gas.

Each one names the operational problem, the signals the platform watches, and the governed action it drives. Filter by category or solution type — or search.

4 use cases

Condition Monitoring

Bad actors first, hybrid engineering + ML models, asset-class templates — condition monitoring run as a programme.

Oil Well Maintenance Planning

Plan well interventions on actual condition with synchronised crew, rig and parts allocation.

Oil Well RTP Monitoring

Real-time well, equipment and parameter monitoring during return-to-production with predicted maintenance.

Heat Exchanger Fouling Prediction

Forecast heat exchanger fouling from live U-coefficient trends — clean during planned outages, not unplanned ones.

Browse the full Solutions Library →

AI AGENTS FOR OIL & GAS

Agent teams, AI agents and assistants for oil & gas.

Pre-curated agents from the AI Agent Marketplace, scoped to oil & gas — filter by type, search, or browse the full marketplace.

29 templates

Target Outcome

UNPLANNED DOWNTIME

Significant Reduction

Proactive multi-objective intervention · compressors, pumps & turbines

Oil & Gas

Target Outcome

UNPLANNED ASSET FAILURES

Significant Reduction

Predictive intervention ahead of failure · 100% compliance review

Manufacturing+3 more

Target Outcome

EXCEPTION RESPONSE TIME

Hours → Minutes

Routine exceptions resolved in minutes · structured escalation for high-impact

Manufacturing+4 more

Target Outcome

ANOMALY DETECTION LEAD TIME

Hours—days early

Before production impact · automated causal reasoning

Manufacturing+4 more

Target Outcome

POLICY COMPLIANCE RATE

99%

Continuous automated monitoring · 95% predicted incident prevention

Manufacturing+4 more

Target Outcome

ENERGY COST REDUCTION

Measurable reduction

Proactive load management · peak demand penalty avoidance

Manufacturing+4 more

Target Outcome

ANOMALY DETECTION LEAD TIME

70% earlier

vs threshold monitoring · 80% nuisance alarm reduction

Manufacturing+4 more

Target Outcome

UNPLANNED DOWNTIME

Measurable reduction

Proactive condition-based interventions · extended asset life

Manufacturing+4 more

Target Outcome

DECISION CYCLE TIME

Same-session

Synthesised multi-agent intelligence · OEE-aligned priorities

Manufacturing+4 more

Target Outcome

UNPLANNED DOWNTIME

Significant reduction

Emergency repairs cost 2—3x planned · condition-based prevention

Manufacturing+4 more

Target Outcome

OVERTIME COSTS

Significant reduction

Optimised scheduling · improved equipment availability

Manufacturing+4 more

Target Outcome

UNPLANNED FAILURE RATE

Significant reduction

Days—weeks advance warning · risk-based intervention timing

Manufacturing+4 more

Target Outcome

PRODUCTION THROUGHPUT

Measurable increase

Bottleneck resolution · reduced WIP variability and overtime

Manufacturing+4 more

Target Outcome

SCRAP & REWORK COSTS

Measurable reduction

Predictive defect detection · RCA cycle 4—48 hrs → automated

Manufacturing+4 more

Target Outcome

INVESTIGATION CYCLE TIME

Significant reduction

Initial findings within hours · recurring failure rate reduced

Manufacturing+4 more

Target Outcome

IMPLEMENTATION FAILURE RATE

Significant reduction

Pre-implementation simulation · high-confidence decision support

Manufacturing+4 more

Target Outcome

REPORT PREP TIME

80%

Reduction in manual compilation · predictive visibility into trends

Manufacturing+4 more

Target Outcome

SEARCH TIME PER QUERY

>70%

Reduction vs 15—30 min manual search · instant via natural language

Manufacturing+4 more

Target Outcome

TIME TO INSIGHT

Days → Minutes

From manual data gathering · to continuous automated synthesis

Manufacturing+4 more

Target Outcome

RCA REPORT TIME

4—8 hrs → Minutes

Draft generated in minutes · engineer reviews, not writes

Manufacturing+4 more

Target Outcome

HANDOVER PREP TIME

20—45 min → 5 min

Auto-compiled draft · supervisor review only

Manufacturing+4 more

Target Outcome

SOP CREATION TIME

2—4 Weeks → 30 min

Compliance-checked draft · 90% backlog reduction in year one

Manufacturing+4 more

Target Outcome

FORECAST ERROR RATE

Below 15%

Down from 20—35% baseline · within 6—12 months

Manufacturing+4 more

Target Outcome

COST VARIANCE DETECTION

Real Time

Down from days—weeks lag · automated threshold alerting

Manufacturing+4 more

Browse the full AI Agent Marketplace →

PRODUCTION-PROVEN

Not a concept. In production.

XMPro is deployed at Tier 1 global operators across asset-intensive and mission-critical industries — delivering measurable results across predictive maintenance, process optimisation and operational intelligence.

VERIFIED RESULT — OIL & GAS

$16M Saved every year

18% Reduction in field service trips

95% Reduction in maintenance planning

Customer Case Study

Using XMPro, a global oil and gas supermajor rapidly composed and deployed an intelligent oil well maintenance solution in just three months -- achieving over $8 million in calculated value within the first six months.

VERIFIED RESULT — MINING

$10M Saved every year

30% Reduction in conveyor downtime

9,000t Saved every month

Customer Case Study

Using XMPro, the world's largest potash mining company rapidly composed and deployed a predictive maintenance solution for over 50 miles of underground conveyors in just 30 days, achieving $10 million in savings every year by reducing unplanned downtime by over 30%.

VERIFIED RESULT — ENTERPRISE SCALE

6 Sites with in-house adoption

1,000+ Assets monitored

35+ Operational, tactical and strategic use cases

Customer Case Study

XMPro enabled the in-house engineering team at a major North American miner to independently compose 35 operational, tactical and strategic solutions across six sites, scaling to monitor and manage over 1,000 diverse critical assets.

"XMPro successfully triggered a real predictive maintenance alert for a Haul Truck that appears to have a Strut issue - This was particularly impressive, considering we have only deployed the development environment a few weeks ago"

-- Advanced Predictive Maintenance Lead, major global mining company

AUTONOMOUS OPERATIONS

Now pushing the frontier.

MAGS agents are achieving what no other industrial platform has demonstrated — sustained autonomous operations at enterprise scale.

15+

Days Autonomous

Safety-critical petrochemical operations

3-5+

Agents Per Team

Specialized agents coordinating per use case

50+

Teams Deployable

Scale across sites and business units

100%

Governed

Every agent, every decision, every action, auditable

READY TO START

Let’s map your oil & gas path to autonomy.

Talk to an XMPro engineer about your environment, your starting HAS level and the lever that matters most — or explore the platform yourself in the Demo Hub.

Talk to an Expert Visit the Demo Hub

Rapidly compose AI-powered solutions across the oil & gas value chain at scale.

What changes when XMPro lands in oil & gas.

Detect. Decide. Coordinate. Execute.

Solution categories for oil & gas.

Pre-scoped use cases for oil & gas.

Condition Monitoring

Oil Well Maintenance Planning

Oil Well RTP Monitoring

Heat Exchanger Fouling Prediction

Agent teams, AI agents and assistants for oil & gas.

Agentic Downstream Oil & Gas Rotating Equipment Optimization Team

Autonomous Agentic AI Team for Advanced Predictive Maintenance

Autonomous Supply Chain Optimization Team

Agentic Anomaly Detection & Root Cause Analysis Agent

Agentic Compliance and Safety Officer Agent (Standards Guardian)

Agentic Energy Management Agent (Efficiency Expert)

Agentic Equipment Monitoring Agent (Health Monitor)

Agentic Equipment Performance Agent (Availability Specialist)

Agentic Knowledge Synthesis & Decision Support Agent

Agentic Maintenance Coordinator Agent (Predictive Maintenance Reliability Strategist)

Agentic Maintenance Schedule Planning Agent (Schedule Optimizer)

Agentic Predictive Analytics Specialist Agent

Agentic Production Rate Agent (Performance Optimizer)

Agentic Quality Control Agent (Quality Guardian)

Agentic Root Cause Analysis Agent (Failure Investigator)

Agentic Simulation & Scenario Analysis Agent

Reporting and KPI Tracking Agent (Performance Analyst)

Equipment Manual Content Agent

Executive Briefing Agent

Root Cause Report Generator Agent

Shift Handover Briefing Agent

Standard Operating Procedure (SOP) Creator Agent

Supply Chain Demand Planner Agent

Supply Chain Financial Performance Agent

Not a concept. In production.

Now pushing the frontier.

Let’s map your oil & gas path to autonomy.