Oil & Gas
Watch Every Barrel and Every Dollar
Allston Yale builds oil and gas analytics for mid-market operators and service companies in Texas and across the USA. We help lean IT and operations teams turn production, drilling, and cost data into one clear view they can act on.
01
Your Data Is in the Field, Not in a Report
Oil and gas runs on data that rarely arrives in time. Production sits in historians, costs land in the accounting system weeks later, and field decisions get made on yesterday’s number or a gut call. We close that gap so production and spend stay visible as they happen.
02
What Oil and Gas Analytics Covers
Data analytics in the oil and gas industry runs from the wellhead to the back office. It tracks production by well and field, drilling performance against the AFE, lease operating expense per barrel, and the safety and uptime numbers that govern daily operations.
Most operators start with one painful gap. Often that is production nobody can see by well in time, or LOE that only becomes clear after the month closes, and we build out from a number the field and the office both care about.
03
Built for Lean Oil and Gas IT Teams
A mid-market operator runs lean, and commodity swings punish any waste. We build reporting a small IT and operations team can maintain, so production and cost visibility does not hinge on a consultant being on call or a spreadsheet only one engineer understands.
04
From Wells, Field, and Production Data to Dashboards People Trust
Your data lives in SCADA, historians like OSIsoft PI or AVEVA, production accounting, drilling systems, and the ERP, plus the inevitable spreadsheets. We bring those together into oil and gas data analytics your engineers and finance team can read at a glance.
Done well, Power BI for oil and gas puts one trusted number for production and cost in front of the field and the office at once, so the morning call is about what to do, not about whose figure is correct.
05
Watching Cost and Production as They Happen
Wells and equipment stream data constantly, and that is where Microsoft Fabric earns its place. Its real-time and streaming tools are built for that flow, so production, downtime, and cost-per-barrel dashboards can stay current rather than reflecting last week’s tally.
06
Built on Power BI and Microsoft Fabric
We build oil and gas analytics on Microsoft Power BI for the dashboards and Microsoft Fabric for the data platform underneath. For the reporting craft see our Power BI consultant page, and for the platform see our Microsoft Fabric consulting page.
Most operators start with Power BI done well on the metrics that drive the business, then grow into Fabric as streaming well data and more sources come into play. We help you separate a real platform need from an upgrade that can wait.
What working with Us Looks like
Plenty of oil and gas analytics companies will hand you a generic dashboard and leave. Based in Texas, we learn how your operation actually runs first, build to that, and document everything so your team keeps control long after we step back.
32%
INCREASE IN DECISION SPEED
27%
REDUCTION IN OPERATIONAL COSTS
2.4x
INCREASE DATA UTILIZATION
96%
DATA ACCURACY IMPROVEMENT
Data-Driven Demand Forecasting with Analytics Data Platform
Analytics Data Platform Facilitating a Greener Future
Common Questions
Can you connect to our SCADA and historian data?
Yes. We regularly pull from SCADA, historians like OSIsoft PI and AVEVA, production accounting, drilling systems, and the ERP, through their databases, extracts, or interfaces. We do not replace those systems; we make the data they hold usable in one place.
Can we see production and cost close to real time?
Often, yes. With Microsoft Fabric handling streaming well and equipment data, dashboards can refresh close to live for what needs it, like production or downtime, while cost and accounting measures update on their own schedule. We match the speed to the decision.
Can this track LOE and AFE performance?
It can. Once production and accounting data are reconciled, the same foundation tracks lease operating expense per barrel and drilling cost against the AFE consistently, so overruns and creeping costs show up while you can still do something about them.
How long until we see something useful?
A first dashboard on a priority area, production by well, LOE, or drilling performance, usually lands in weeks. We get one trustworthy view in front of your team early rather than waiting to model the whole operation, then build out from there.
Talk to Us About Your Operation
If your team is chasing production numbers across systems or finding out about cost overruns too late, a short conversation will show what is possible. Book a time and we will walk through your data and where the fastest win is.
