AGI.do

Services

What will AGI do for Oilfield data mining services?

Services to aggregate or interpret date for statistical or analytical purposes.

The work itself

Grounded Work Profile

Tools

  • Petroleum Data WarehouseserviceBlueprint
  • Data Wrangling ToolkitserviceBlueprint
  • Machine Learning PlatformserviceBlueprint
  • Business Intelligence DashboardserviceBlueprint

Outputs

  • Mined Well Pattern DatasetserviceBlueprint
  • Production Anomaly ReportserviceBlueprint

Measured by

  • Insight Delivery TurnaroundserviceBlueprint
  • Prediction Error RateserviceBlueprint

Key steps

  • Scope reservoir data questionserviceBlueprint
  • Ingest well and production recordsserviceBlueprint
  • Clean and normalize log dataserviceBlueprint
  • Mine patterns across wellsserviceBlueprint
  • Validate findings with geoscientistserviceBlueprint
  • Present insight dashboardserviceBlueprint

How AGI delivers it

Four ways AGI delivers for Oilfield data mining services

  • Services-as-Software

    Get the professional outcome delivered as software, priced on results, not headcount.

    Services.do

  • Autonomous Agents as digital employees

    Hire a digital employee that does the job under earned, supervised autonomy.

    Agents.do

Value flow

How Oilfield data mining services connects

absorbs

  • Exploratory Data Analysismodel
  • Subsurface Data Managementmodel

composes

measured by

  • Insight Delivery Turnaroundmodel
  • Model Accuracymodel
  • Prediction Error Ratemodel
  • Project Turnaround Timemodel

optimizes

  • Data Coveragemodel
  • Data Coverage Ratiomodel
  • Model Predictive Accuracymodel
  • Prediction Accuracymodel

produces

  • Cleaned Well Datasetmodel
  • Mined Well Pattern Datasetmodel
  • Pattern Insight Reportmodel
  • Production Anomaly Reportmodel
  • Trained Prediction Modelmodel

realizes

  • Clean and normalize log datamodel
  • Cleanse and normalize datasetsmodel
  • Define analytics objectivesmodel
  • Engineer predictive featuresmodel
  • Ingest historical well datamodel
  • Ingest well and production recordsmodel
  • Mine patterns across wellsmodel
  • Present insight dashboardmodel
  • Present insight findingsmodel
  • Scope reservoir data questionmodel
  • Train pattern detection modelsmodel
  • Validate findings with geoscientistmodel
  • Validate model performancemodel

Go deeper

Explore Oilfield data mining services

Read the deeper take on agi.asView as markdown