42Analytics

Strata / research prototype

Explore the wells.
Examine the analogues.

A working prototype for historical well exploration and drilling-duration estimates. Strata brings geospatial data, analogue retrieval and model diagnostics into one interface.

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Current status: Strata is independent product research. It has not been used in a real client engagement. No client savings, planning-time improvements or validated cost-estimation results are claimed.

Implemented in the prototype

From historical records
to inspectable estimates.

Explore historical wells

Map-based browsing of well records, location, depth, drilling duration and derived difficulty indicators.

Retrieve analogues

Rank historical wells using depth and distance, with regime and campaign filters. Inspect the selected analogue set behind an estimate.

Investigate duration

Weighted drilling-duration estimates, quartile ranges and diagnostics. Saved forecasts retain their selected analogue wells.

Scope & next steps

A prototype with
questions to answer.

The current implementation estimates drilling duration. It does not establish calibrated cost distributions, formation-specific geological models or campaign-level uncertainty aggregation.

Its confidence labels reflect analogue support. Predictive performance and interval coverage require further evaluation before operational use.

Read the engineering note →

Let’s build something that lasts

What needs to
work better?

Bring the difficult pipeline, the cloud question, or the idea you want to put into production. Start with a 30-minute conversation with Pete.

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Cruden Bay, Aberdeenshire · Working with teams across the UK and beyond.