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Operational intelligence.
From field to business.
Analytics and AI for commercial, exploration and production teams. Start with one decision and measurable criteria.
Three starting points
Proposed applications, scoped to your data and operating constraints.
01 / Engineering · operations · maintenance
Production and assets
Identify deviations and prioritise asset reviews.
DeliverableIndicators, explainable alerts and production scenarios.
Data and validation
Sources
Production history, sensors, laboratory and work orders.
Acceptance criteria
Out-of-time comparison against a baseline and review by engineering owners.
02 / Commercial · planning · procurement
Commercial and supply
Connect volume, margin, contracts and inventory.
DeliverableCommercial analysis and planning proposals with stated assumptions.
Data and validation
Sources
ERP, orders, invoices, costs, inventory and supply lead times.
Acceptance criteria
Indicator reconciliation and scenario evaluation against the current process.
03 / Operations · technical teams
Field knowledge
Retrieve evidence and reduce manual report preparation.
DeliverableDocument assistants and drafts for review.
Data and validation
Sources
Manuals, procedures, field reports and approved records.
Acceptance criteria
Answer accuracy, source retrieval and human approval of actions.
A decision loop, with feedback.
Select a step
Data. Connect operational and business records.
Sources: systems, documents and field signals.
Fit your operating environment
Integration
Agree interfaces with data and OT teams: ERP, historians, SCADA exports or APIs, depending on available access.
Data control
Define access, hosting, retention and confidentiality requirements before connecting sources.
Operational ownership
People review recommendations. Industrial control remains with the authorised operations team.
How we start
A well-defined first engagement.
One decision, a clear scope and agreed success criteria.
Select a step
Discovery. Agree the decision, data sources and scope.
Deliverable: data map and work plan.