03 / Data Intelligence

SAP, SCADA, WellView, spreadsheets — reconciled into one verified number.

Every AI system VORXI ships — cost engineering, field ops, revenue analytics — reads from the same verified layer underneath it. This is that layer: VORXCore, reconciled to source, timestamped, anomaly-flagged, and signed off by a named person before anything downstream ever sees it.

Built by FinVorx ↗, our sister data & analytics engineering practice.

The Verified Data Layer

Four checks, on every number, every time.

This isn't a data pipeline that quietly overwrites conflicts. Every figure that reaches a VORXI engine has passed all four — visibly, not by assumption.

Reconciled to Source

No re-keying, no shadow spreadsheets. Every figure traces back to the system of record it came from — SAP, SCADA, WellView, or wherever it originated.

Timestamped & Versioned

Every figure is traceable to the moment it was verified — so nobody's arguing over which version of the number is current.

Anomaly-Flagged

Mismatches between systems are surfaced, not silently resolved in whichever direction is convenient. A SCADA discrepancy gets flagged same-day, before it's booked as fact.

Human Sign-Off

A named person approves before anything reaches you. Speed from the AI, accountability from a person — never one instead of the other.

How It Fits Together

Your systems stay put. VORXCore reconciles what flows between them.

Nine-plus source systems feed one reconciled layer — that's the hard part, and it's the part that makes every other VORXI engine trustworthy. No rip-and-replace, no migration project.

SAPOracleWorkdaySCADA WellViewProcurement / POPlant StatementsField TicketsSpreadsheets
reconciled · timestamped · anomaly-checked
VORXCORE — DATA INTELLIGENCE

One Verified Number

Reconciled to source, timestamped, anomaly-flagged, signed off by a named person. Every downstream engine reads from this layer — nobody reconciles their own version anymore.

Built by FinVorx ↗, our data & analytics engineering practice
one number, delivered everywhere
Cost EngineeringAFE & cost-to-complete
Field Opsproduction & downtime
Revenue Analyticsnetback & differential
What We Connect To

Four categories of systems, one reconciled layer underneath.

These are the systems VORXI most commonly connects to today. If yours isn't listed, tell us on a discovery call — the managed team scopes new connections as part of onboarding.

ERP & Finance Systems

SAP, Oracle and Workday — VORXCore reconciles ledger, procurement and payroll data against source transactions instead of treating the ERP export as the final word.

Field & Production Systems

SCADA platforms, WellView, field ticketing tools and production accounting systems — the raw operational data VORXField reconciles into one daily verified production number.

Capital & Contractor Systems

Contractor portals and vendor management tools — VORXCap matches invoices, POs and contract terms against AFE budgets without asking vendors to change how they submit.

Everyday Tools

Spreadsheets — the working model your team already relies on. VORXI reconciles what's in it against verified source data instead of asking you to abandon it.

Curious what VORXCore would find in your data?

Most operators find out in the first working session — a mismatch, an exposure, a number two systems disagree on.