DF-07Foundational
Automated Data Quality Control
Continuously checks incoming data for stuck sensors, impossible values, missing periods and broken units, and reports the field’s data health as a number.
Data FoundationITAI
DF-09FoundationalWave 1DomainIT
Field Data Readiness Assessment
In one sentence
A paid four-to-six week study that tells you, before you commit to anything, which capabilities your data can actually support today.
The problem
Most failed digital programmes in this industry failed because the data was not ready and nobody checked first. A twelve-month project discovers in month seven that the history it needs was never recorded, and the failure is attributed to the algorithm.
How it works
A structured assessment inventories what data exists, measures its quality against the requirements of specific capabilities, and scores readiness per capability rather than as a single overall grade. The deliverable is a ranked shortlist of what is achievable now, what needs a defined remediation first, and what is not viable in this field — including capabilities we would otherwise be selling.
Data required
- Read access to the operator’s data systems for the assessment period
- Time with data owners, operations staff and domain specialists
- The document archive and the historian
- A statement of the business objectives the operator wants the platform to serve
What you get
- Readiness score per capability with the specific blocking gap named
- Prioritised remediation plan with effort and sequence
- A recommended first wave of two to four capabilities with a realistic value estimate
What it cannot do
This is a paid engagement and it frequently concludes that the operator should spend six months on data remediation before buying anything else from us. That is the intended outcome when it is the true one. The assessment covers data readiness; it does not assess organisational readiness, which is a separate and often larger obstacle.
Every capability page states a real limitation. If a vendor cannot tell you where their product stops, you are not being told the truth about where it starts.
Related capabilities
- DF-08Foundational
Data Lineage & Catalog
Answers "where did this number come from" for any figure in any report, and lists what exists and who owns it.
Data FoundationIT - DF-04Foundational
Well Master Data Management
Establishes one authoritative record per well that every other system agrees with, including a single answer to how deep it is and where the top of the reservoir sits.
Data FoundationITDomain - DF-01Foundational
Field Document OCR Pipeline
Turns decades of scanned reports, logs and maps into searchable text, including Persian and Arabic documents and handwritten annotations.
Data FoundationAI - DF-02Foundational
Structured Extraction from Reports
Pulls the numbers out of the reports — depths, rates, pressures, volumes, dates — and puts them into a database with a link back to the page they came from.
Data FoundationAIDomain