
Oil and gas systems architecture: connect approved business events
Choose authoritative systems and minimal approved event exchanges before building a data platform.
Compare approachesGuides for teams choosing and running industry software. Explore practical industry workflows, examine the evidence and plan a useful next step.
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Choose authoritative systems and minimal approved event exchanges before building a data platform.
Compare approaches
Pilot a reversible migration of one asset class with explicit identity, history and document checks.
Plan implementation
Define purpose, approved read-only data routes and authority boundaries before connecting analytics.
Understand the problem
Pilot extraction of document identity and selected factual fields into staging, never technical acceptance.
Plan implementation
Specify an access-request/evidence workflow under the existing security architecture.
Compare approaches
Pilot business-event reconciliation with owner queues, safe replay and audit evidence.
Plan implementation
Choose a pilot from evidence quality, accountable ownership, exception cost and approval boundaries rather than AI novelty.
Understand the problem
Define AIM anomaly-to-CMMS handoff and evidence-return boundaries without equating execution with engineering closure.
Plan implementation
Reconcile project document receipt/review and operations promotion, including concurrent drawing base revisions.
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Govern reproducible multi-field allocation runs and prior-period redistribution/pool corrections with approved basis and factor lineage.
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Upstream oil and gas operators frequently track A-, B-, and C-annulus pressures on disconnected offshore platform gauges or weekly field spreadsheets.
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Midstream pipeline operators running Magnetic Flux Leakage (MFL), Ultrasonic (UT), or Caliper smart pigs receive vendor pipe tallies containing.
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Pipeline and tank-farm operators frequently log monthly Transformer-Rectifier (TR) voltage/current readings in one spreadsheet while storing multi-year.
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Refineries, gas plants, and petrochemical complexes spend heavily on Layer of Protection Analysis (LOPA) and IEC 61511 / ISA-84 Safety Integrity Level.
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Oil refineries, gas plants, and offshore platforms manage hundreds of Pressure Safety Valves (PSVs / PRVs) where the equipment functional tag (e.g.
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During refinery turnarounds and offshore shutdowns, thousands of bolted pipe and equipment flanges are broken open for vessel entry, blinding, and.
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Onshore and offshore drilling rigs routinely experience $10\%\text{--}22\%$ unexplained variances between invoiced drilling fluid chemicals (bulk.
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Onshore and offshore fields producing via Electric Submersible Pumps (ESPs) or Sucker-Rod Pumps (SRPs) incur massive workover rig and deferred-oil.
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Upstream oil and gas operators inject millions of dollars of corrosion inhibitors ($\text{CI}$), scale inhibitors ($\text{SI}$), demulsifiers.
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How should offshore and onshore facilities track hydrocyclone/induced-gas-flotation Oil-in-Water (OiW) analyzer excursions, overboard/evaporation-pond.
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How should refineries account for hydrocracker/reformer catalyst loading weights, platinum/palladium precious-metal lease pools, EOR activity decay.
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How do LPG bottling plants control carousel check-scale overfill/underfill rejection, O-ring/pin leak tests, statutory 5/10-year cylinder hydrotest due.
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How should crude oil marine terminals manage Single Point Mooring (SPM) floating/subsea hose pressure-test life, mooring hawser cyclical ton-hour.
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How should aviation turbine fuel (ATF / Jet A-1) depot and into-plane operators enforce tank settling times, floating-suction checks.
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How do bitumen/asphalt terminals manage thermal-oil tank heating energy, Penetration/Viscosity grade polymer modification (PMB) curing logs, and.
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How should natural-gas transmission operators automate daily shipper nominations (D-1 / intraday renormalization), entry-exit capacity constraints.
Plan implementation
How should digital Permit-to-Work (ePTW) systems enforce Simultaneous Operations (SIMOPS) conflict matrices when wireline/coiled-tubing, crane heavy.
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How do offshore installations reconcile Personnel-on-Board (POB) limits, BOSIET/HUET survival certificate validity, helicopter weight manifests, and.
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How should sour-gas projects and refineries enforce an ERP/material-control interlock so non-NACE MR0175/ISO 15156 valves, bolting, or pipe heats.
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How should upstream operators document permanent Well Plug and Abandonment (P&A) cement-plug verification records and Naturally Occurring Radioactive.
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How do lube-oil blending plants (LOBP) optimize Automatic Batch Blender (ABB) piggable manifolds, kinematic viscosity at 40°C/100°C trim additions, and.
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How should refinery planning teams reconcile LP model predicted distillate/residue yields against actual crude-unit cut-point temperatures, lab TBP.
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Reconcile ownership, movements, installed quantities and cutoff before classifying a difference.
Understand the problem
Track physical custody, ownership, location and release status separately before reporting availability.
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Pilot one material family with a reproducible ledger and reviewed exception queue.
Plan implementation
Reconcile cumulative eligible measurements with previously billed and certified quantities before the current claim.
Understand the problem
Retain item, location, dimensions, revision, check status and correction history behind each quantity.
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Test the executed contract's measurement or milestone basis before comparing product features.
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Pilot preparation and evidence assembly while QS approval and client certification remain explicit.
Plan implementation
Test one request through technical review, commercial approval, receipt and exception resolution.
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Track accepted-for-use dates and prerequisite milestones against the activity need date.
Understand the problem
Pilot a read-first exception queue connecting requisitions, approvals and receipt status.
Plan implementation
Link quantities, location, labour, equipment and constraints to a dated reviewer-approved record.
Understand the problem
Report each measure against its own approved quantity or value basis and status date.
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Pilot event capture and supervisor review before controlled schedule updates.
Plan implementation
Connect revision, approval status and distribution acknowledgement to the relevant work package.
Understand the problem
Pilot a metadata sync and acknowledgement workflow with the DMS as approval source.
Plan implementation
Maintain an owner-specific ledger and reconcile usage to the contract's approved basis before proposing recovery.
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Use approved quantity records and separate reusable remnants from authorised scrap.
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Reconcile work-order scope, accepted measurement and separately reviewed recoveries.
Compare approachesExplore AI engineering, product development and automation around your people, processes and existing systems.