AGI.do

Services

What will AGI do for Time series analysis?

Positioning for this Coordinate is coming soon.

The work itself

Grounded Work Profile

Tools

  • Project Intake PortalserviceBlueprint
  • Data Pipeline PlatformserviceBlueprint
  • Python PandasserviceBlueprint
  • Statistical Modeling ToolkitserviceBlueprint
  • Backtesting FrameworkserviceBlueprint
  • Dashboard PlatformserviceBlueprint
  • Model Monitoring PlatformserviceBlueprint

Outputs

  • Forecast DatasetserviceBlueprint
  • Model Evaluation ReportserviceBlueprint
  • Seasonality DecompositionserviceBlueprint

Measured by

  • Mean Absolute Percentage ErrorserviceBlueprint
  • Forecast Refresh LatencyserviceBlueprint

Key steps

  • Define forecasting objective with clientserviceBlueprint
  • Ingest and align historical seriesserviceBlueprint
  • Clean and impute missing observationsserviceBlueprint
  • Fit and validate forecasting modelsserviceBlueprint
  • Backtest and quantify forecast errorserviceBlueprint
  • Present findings and forecast intervalsserviceBlueprint
  • Deploy model and monitor driftserviceBlueprint

How AGI delivers it

Four ways AGI delivers for Time series analysis

  • 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 Time series analysis connects

composes

  • Backtesting Frameworkmodel
  • Dashboard Platformmodel
  • Data Pipeline Platformmodel
  • Model Monitoring Platformmodel
  • Project Intake Portalmodel
  • Pythonmodel
  • Python Pandasmodel
  • Snowflakemodel
  • Statistical Modeling Toolkitmodel
  • Tableaumodel

measured by

  • Forecast Accuracymodel
  • Forecast Refresh Latencymodel
  • Mean Absolute Percentage Errormodel
  • Turnaround Timemodel

optimizes

  • Forecast Accuracymodel
  • Mean Absolute Percentage Errormodel
  • Model Training Timemodel

produces

  • Forecast Datasetmodel
  • Model Backtest Reportmodel
  • Model Evaluation Reportmodel
  • Seasonality Decompositionmodel

Go deeper

Explore Time series analysis

Read the deeper take on agi.asView as markdown