See it run.
On real oilfield data.
On commodity CPU.
Every demo on this page runs on actual Validiti stack against real, citable oilfield-shape datasets. Every number is computed live and signed by construction. No fake numbers. No cloud. No GPU.
We do something you already do, but better.
Same data. Same operations. More value out of every one. Demo 06 is the customer doctrine in three live questions. Run that one first if you only have a minute.
Ask more. Store more. Retrieve more quickly.
Three real questions on real Volve data: a simple lookup, a joint-state read across every channel, and a comparative read finding similar past moments. All three return in milliseconds on commodity CPU. Industry baseline can answer one of them well, one slowly, and one not at all.
Each one answers a specific oilfield question.
Six demos render real bench numbers from runs against real or real-shaped oilfield data — including three on real Equinor Volve Field public data. Every demo runs live on our server. Click any “Run Live” button on the demo page to compute fresh numbers right now.
OilfieldChain · completion / frac / stimulation
Fluid-end differential vs the SCADA-historian baseline
Four frac pumps on a shared fuel skid. A fuel-quality drop hits all four. Pump-0 has a slow drivetrain degradation that starts at t=600. Industry-baseline methods false-alarm 200–291 times on the fuel shift; V.L. catches pump-0’s real degradation at t=631 with 2 false alarms.
Bearing FFT race — 10× less CPU per pad-second
Inner-race bearing fault signature at 1797 RPM. Both pipelines compute the same three operations (dominant frequency, RMS, peak-to-peak) on a 1-second snapshot. Validiti Maths: 73.3 µs. Industry baseline: 739.4 µs. 10.09× faster, identical outputs.
Foundation · storage & signed records
A pad-day of frac telemetry — 3.6× smaller, signed by construction
24 hours of 1 Hz frac-pump pressure telemetry. Chronicle: 310 KB. CSV+gzip: 437 KB. Parquet+zstd: 839 KB. Raw CSV: 1.1 MB. Smallest footprint of any format tested, and every row signed at write time.
A frac stage event — court-defensible by construction
Write a frac-stage overpressure event. Get a signed receipt. Replay it a year later — identical output. Tamper with one byte — replay refuses to verify. Forget on demand — the deletion itself is signed. API 16FI-ready chain integrity.
ProductionChain · real Volve field data
V.L. vs per-gauge threshold on the documented 2016-07-07 shut-in
365 days of real Volve daily production records leading up to the F-15 D event. Both methods catch it 30 days early with the same false-alarm event count (6 vs 6). An honest tie — we publish it as-is. The structural-win regime is Demo 01.
Wellhead allocation, compared to the field
Six real Volve wells, six years of production records. Every day where a well’s reported allocation share diverges from its hours-weighted peer expectation by more than ten percentage points. Daily scan instead of monthly close.
By role.
Every demo is built around a real oilfield question. Here’s where to start if you only have a minute:
- Production / reliability engineer → Demo 01 (fluid-end differential) and Demo 05 (V.L. on real Volve ESP data).
- Allocation analyst / commercial → Demo 07 (wellhead allocation drift) and Demo 06 (reads & writes).
- Vibration analyst (CAT II/III) → Demo 02 (bearing FFT race).
- Data architect / IT → Demo 03 (Chronicle compression) and Demo 06 (reads & writes).
- HSE / regulatory / insurance / JV partner → Demo 04 (signed-record chain).
- CFO / CRO → Demo 03 (storage scale-up math) and Demo 07 (allocation revenue math).
Public, citable, oilfield-real.
- Volve Field Dataset — Equinor 2018, CC BY 4.0 · equinor.com/energy/volve-data-sharing — 7 years of real production, drilling, ESP, well-integrity data from the Volve field. Used in Demos 03, 05, 06, and 07.
- CWRU Bearing Data Center — Case Western Reserve University · engineering.case.edu/bearingdatacenter — The canonical bearing fault dataset cited in 4,000+ rotating-machinery papers. Used in Demo 02.
- API Standard 16FI — American Petroleum Institute, January 2026 · api.org — Frac iron overpressure response standard. Frames Demo 04 (signed-record chain).
- NASA IMS Bearing Dataset — Prognostics Center of Excellence · nasa.gov · PCoE Data Set Repository — Run-to-failure bearing data, alternative source for Demo 02 if CWRU access is unavailable.
- OSDU Reference Data · osduforum.org — The energy industry's open subsurface data ecosystem; reference shape for downstream demos.