Ask more.
Store more.
Retrieve faster.
We do something you already do, but better. Same data. Same operations. More value out of every one. Three real questions a producer asks every week against the public Equinor Volve field data — running live on commodity CPU.
No cd commands.
No clone. Just click.
Same data. Three different reads.
A producer asks all three of these every week. Most stacks answer one of them well, one of them slowly, and one of them not at all. The reads-and-writes layer answers all three as native operations.
What was X at time T?
A single value on a single channel at a single moment. Every industry stack can answer this; it is the baseline read.
What was the whole well at time T?
Every channel at the same instant, returned as one read. Industry stacks pay a separate disk round-trip per channel — slower at scale.
Which other moments look like this one?
The five most-similar producing days for this well. Industry stacks cannot answer this as a read — it requires a separate feature pipeline they don’t ship.
Five roles, five wins.
Production engineer
Compare any current shift against every prior similar shift in seconds. Spot drift in context, not in isolation.
Allocation analyst
Pull the joint state of every channel at any past moment without waiting for a feature pipeline to be rebuilt.
Reservoir engineer
Ask comparative questions across full field history without a separate analytics warehouse.
HSE / regulatory
Replay any moment in time exactly as it happened, with the full channel state, signed by construction.
CFO / commercial
One layer replaces three (historian + lake + feature store). The kept-everything posture without the kept-everything cost.
In numbers.
Ask more
Queries today’s stack structurally cannot return become routine reads. The joint state of a producing well at any moment in the asset’s life.
Store more
Every record kept at full fidelity. Lossless. A fraction of the footprint your time-series database needs today, for the same record set.
Retrieve more quickly
One read, one signed answer. No separate audit pipeline, no separate feature pipeline. Same answer in five years as today.