AI that reads downhole data

Built from your archive, shipped inside your software

From raw logs to a model in your software

Pick one stage or run the whole path

Build the data

Train the model

Prove it blind

Ship it in your software

Engineer decides

Draft the report

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Casing corrosion: a short list, not every metre

A service company in the Middle East, pilot in progress

WELL-A1 · casing inspection · synthetic data
  1. Tool channels along the whole well

  2. The model learns what healthy steel looks like

  3. A short list, each flag with a confidence

  4. Read less, decide faster: the engineer signs off from the short list

Damaged metres inside the flags

≈89%
40 blind wells

Shorter list to check

3–4×

To read 1.3 km, offline

~7s
01.3 km

Share of metres with 20% or more metal loss inside the flags, on 40 wells held out when choosing the threshold. The model flags generously. Small sample: new wells are validated first. Development data, 2026.
Offline module · Blind evaluation · Integration under test

TeamProduct · Engineering · ML · A practising interpreter · ITMO Accelerator

Bring us a messy archive

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