Hydrocarbon flow visibilityFollow value from wellhead to sales meter
Connect well, gathering, separation, processing, and export data in real time so allocation and reconciliation hold up at every custody and ownership handover.
OIL & GAS
We give you upstream-to-downstream predictability across the value chain.
Production engineers, integrity teams, and commercial leaders too often reconcile the same day's barrels from different systems. AM SQUARED connects upstream, midstream, and downstream teams to a single trusted production story—from wellhead to allocation to month-end. Advisory, practical implementation, and platform capability stay with one partner.
Oil & gas remains a supporting industry pathway alongside the mining-led narrative.
Built for the people responsible for production and integrity.
Leadership and governance
C-suite leadersAsset and regional leadershipGMs and operations directors
Operations and technical
Production engineersReservoir engineersProcess and facilities engineersIntegrity and reliability managers
Commercial and enabling
OT / IT headsCommercial, hydrocarbon accounting, and financeHSE and regulatory stakeholders
The oil and gas challenge
Predictability is hard in oil and gas because the asset is invisible until it reaches a meter. Production allocation, deferment, and integrity status are stitched together from historians, SCADA, well-test rigs, and back-office spreadsheets. Each function reconciles the same barrel a different way, and confidence drains long before numbers reach the asset review.
The result is an operation reacting after the fact. Pressure drifts at a separator, an export pump trips, a corrosion inspection slips—and leadership hears about it only when it has already moved the daily number. Without a shared, current view across upstream, midstream, and downstream, every commitment is a forecast on stale data and every deviation becomes a scramble.
Operational focus
Problems we solve
We help oil and gas teams build clearer visibility, stronger control, and more reliable decisions across upstream, midstream, and downstream.
Hydrocarbon flow visibility: Follow value from wellhead to sales meter Forward-looking planningShift from reactive to predictive
Anticipate equipment failure, schedule turnarounds with confidence, and align production, integrity, and supply-chain decisions against a single forward view.
Forward-looking planning: Shift from reactive to predictive Remote and offshore visibilityExtend visibility into remote and unmanned operations
Bring offshore platforms, remote wellpads, and lightly-manned facilities into view so distance, weather, and bandwidth no longer hide the asset from the control room.
Remote and offshore visibility: Extend visibility into remote and unmanned operations Process stability and controlHold the facility steady through changing feed
Apply process controls and operating envelopes that respond as wellstream and feed quality change, protecting yield, throughput, and product spec without depending on individual operator know-how.
Process stability and control: Hold the facility steady through changing feed Integrity, HSE, and complianceBring integrity and assurance into the operating picture
Connect inspection, HSE, permit-to-work, and emissions data with a compliance analytics engine and digital audit trail for leadership, regulators, and partners.
Integrity, HSE, and compliance: Bring integrity and assurance into the operating picture Integration and digital transformationUnify the digital ecosystem
Unify control systems, historians, maintenance, and back-office platforms as the foundation for hydrocarbon accounting, advanced analytics, and a credible path to a working digital twin.
Integration and digital transformation: Unify the digital ecosystem
Value chain / Oil & gas
Integrated oil and gas
value chain.
Explorationdrilling & completionsproductionprocessingmidstreamrefining & market
Exploration, then drilling and completions, then production, then processing, then midstream, then refining and market.- Exploration
- drilling & completions
- production
- processing
- midstream
- refining & market
Operational efficiency
Real-time production visibility
Wellpad, gathering, and plant signals in one thread instead of separate historians and morning rebuilds.
Lower deferment
Unplanned downtime, choke changes, and constraint events tracked against the daily target in shared context.
Faster shift and crew handover
Digital logs and structured handover so deferment causes and follow-up actions stay visible across crews.
Predictive equipment health
Rotating equipment vibration, seal, and lube trends linked with CMMS history so drift is caught before a trip.
Production optimization
Well and reservoir performance
Decline, water cut, and GOR trends reconciled with well-test data and surface constraints.
Stable feed and processing
Separator, dehydration, and treatment performance held steady against changing wellstream composition.
Throughput and bottleneck visibility
Compression, export, and processing constraints visible across the chain when signals stay linked.
Yield and product quality
Refinery and gas-plant yields tied back to feed composition and operating envelope without manual rebuilds.
Operating cost reduction
Lower energy and fuel-gas use
Energy consumption visible by unit, train, and operating mode so excess burn shows up before it's normalised.
Chemical and consumable spend
Corrosion inhibitor, methanol, and amine usage threaded with operating conditions and procurement.
Labour and contractor productivity
Planning, permitting, and execution loops on shutdowns and turnarounds with less rework between cycles.
Spares and inventory control
Critical spares and long-lead inventory positions governed against actual reliability risk, not folklore.
Safety, integrity, and compliance
Process safety and incident reduction
Hazards, near misses, and bypassed safeguards captured with follow-through in one governed thread.
Asset integrity and inspection
Inspection findings, anomaly tracking, and risk-based inspection plans aligned to operating reality.
Permit and barrier assurance
Permit-to-work, isolations, and safety-critical element status visible to control rooms and supervisors.
Regulator and environmental reporting
Emissions, flaring, venting, and produced-water submissions built from governed data, not extracts.
Strategic decision-making
Single source of production truth
Operations, hydrocarbon accounting, and finance on linked views of the same allocated volumes.
Scenario and price planning
Stress-test price, production, and opex assumptions with traceable inputs across the asset base.
Reserves and field development
Field-life and infill decisions supported by consistent production, reserves, and surface-capacity views.
Investor and stakeholder confidence
Clearer emissions, production, and capital narratives backed by controlled disclosure paths.
Operational efficiency capabilities: Real-time production visibility, Lower deferment, Faster shift and crew handover, Predictive equipment health
Operational efficiency
Real-time production visibility
Wellpad, gathering, and plant signals in one thread instead of separate historians and morning rebuilds.
Lower deferment
Unplanned downtime, choke changes, and constraint events tracked against the daily target in shared context.
Faster shift and crew handover
Digital logs and structured handover so deferment causes and follow-up actions stay visible across crews.
Predictive equipment health
Rotating equipment vibration, seal, and lube trends linked with CMMS history so drift is caught before a trip.
Production optimization capabilities: Well and reservoir performance, Stable feed and processing, Throughput and bottleneck visibility, Yield and product quality
Production optimization
Well and reservoir performance
Decline, water cut, and GOR trends reconciled with well-test data and surface constraints.
Stable feed and processing
Separator, dehydration, and treatment performance held steady against changing wellstream composition.
Throughput and bottleneck visibility
Compression, export, and processing constraints visible across the chain when signals stay linked.
Yield and product quality
Refinery and gas-plant yields tied back to feed composition and operating envelope without manual rebuilds.
Operating cost reduction capabilities: Lower energy and fuel-gas use, Chemical and consumable spend, Labour and contractor productivity, Spares and inventory control
Operating cost reduction
Lower energy and fuel-gas use
Energy consumption visible by unit, train, and operating mode so excess burn shows up before it's normalised.
Chemical and consumable spend
Corrosion inhibitor, methanol, and amine usage threaded with operating conditions and procurement.
Labour and contractor productivity
Planning, permitting, and execution loops on shutdowns and turnarounds with less rework between cycles.
Spares and inventory control
Critical spares and long-lead inventory positions governed against actual reliability risk, not folklore.
Safety, integrity, and compliance capabilities: Process safety and incident reduction, Asset integrity and inspection, Permit and barrier assurance, Regulator and environmental reporting
Safety, integrity, and compliance
Process safety and incident reduction
Hazards, near misses, and bypassed safeguards captured with follow-through in one governed thread.
Asset integrity and inspection
Inspection findings, anomaly tracking, and risk-based inspection plans aligned to operating reality.
Permit and barrier assurance
Permit-to-work, isolations, and safety-critical element status visible to control rooms and supervisors.
Regulator and environmental reporting
Emissions, flaring, venting, and produced-water submissions built from governed data, not extracts.
Strategic decision-making capabilities: Single source of production truth, Scenario and price planning, Reserves and field development, Investor and stakeholder confidence
Strategic decision-making
Single source of production truth
Operations, hydrocarbon accounting, and finance on linked views of the same allocated volumes.
Scenario and price planning
Stress-test price, production, and opex assumptions with traceable inputs across the asset base.
Reserves and field development
Field-life and infill decisions supported by consistent production, reserves, and surface-capacity views.
Investor and stakeholder confidence
Clearer emissions, production, and capital narratives backed by controlled disclosure paths.
Bottom-line outcomes
- Higher production uptime
- Lower lifting cost per barrel
- Safer operations and stronger integrity posture
- Better capital and turnaround allocation
Typical industry benchmark bands below are illustrative only—not a forecast for any named asset, field, or facility.
- 3–8%
- Production uplift when operations, well-test, and allocation data work from the same live picture.
- 5–15%
- Lifting cost reduction when energy, chemicals, and labour signals stay aligned to operating conditions.
- 20–40%
- Fewer Tier 1 and Tier 2 process safety events when barriers, permits, and follow-up stay in one thread.
- 1–3%
- Refinery and gas-plant yield improvement when feed, process, and product data reconcile cleanly.
- 30–50%
- Less manual reporting when daily and monthly hydrocarbon accounting pulls from governed integrations.
- 10–20%
- Maintenance cost saving when work orders, spares, and downtime context align to production loss.
Each pillar lists four focus areas · Benchmarks vary by basin, asset type, and operating maturity.
Functions we serve
Operations
Production and wellsProcess and facilitiesReservoir and subsurfaceMaintenance and reliability
Enterprise functions
Supply chain and logisticsHydrocarbon accounting and financeHuman resources
Performance, risk, and leadership
Health, safety, environment, and integrityExecutive and partner reporting
Why AM SQUARED for oil and gas
Oil and gas environments need more than dashboards. They need practical systems that hold up to scrutiny in the control room, the integrity review, and the joint-venture meeting.
AM SQUARED combines industrial context with advisory, practical implementation, and platform delivery in one partner model. We build systems that reinforce accountability, control, and measurable business value without inventing complexity that the operators on shift have to work around.
Next step
Looking to improve visibility, reporting, or integrity control across your oil and gas operation?
Start the conversation and we will help define the right problem, the right scope, and the right path forward.