Services

Every analytics program stands on its data infrastructure, and most problems people blame on “bad dashboards” actually start here. We design and build the pipelines that ingest, clean, transform, and move data across your operation, so the right numbers arrive where they’re needed without someone stitching them together by hand.

Key Capabilities:

• ETL/ELT pipeline design and build in Python, SQL, and cloud-native tools
• Data lake and warehouse design on Azure, AWS, or Snowflake
• Streaming integration from SCADA and sensors
• Bulk migration of historical data off legacy systems
• Data quality checks, validation rules, and automated cleansing
• Integration of well logs, production data, and ERP

Outcome: One trustworthy source of data that your reporting, analytics, and any future AI work can all rely on.

Technologies

• Python, SQL
• Snowflake
• Azure / AWS
• Apache Airflow
• dbt
• Docker

We build analytics that answer real questions instead of just displaying numbers. A dashboard for a production engineer watching well performance is a different thing from a portfolio view for an executive, and we design each for the person who has to act on it.

Key Capabilities:

• Custom Spotfire and Power BI dashboards
• Production optimization analysis and visualization
• KPI definitions and automated reporting
• What-if and scenario analysis
• Self-service analytics your team can drive on its own
• Dashboards that work on a phone in the field

Outcome: Decisions made in minutes from data people trust, instead of hours spent arguing about whose spreadsheet is right.

Technologies

• Spotfire
• Power BI
• Python (Plotly, Dash)
• SQL
• DAX
• Power Query

Real-time data from the field is some of the most valuable data an operator has, and some of the hardest to work with. We connect SCADA and historian systems, give the raw tags context and meaning, and turn them into a live picture the office can actually use.

Key Capabilities:

• AVEVA PI System (formerly OSIsoft PI) and other historian integration
• Real-time pipelines from SCADA into your analytics platform
• Operational dashboards with live field-to-office visibility
• Alarm analysis to cut nuisance alarms and noise
• Historical data backfill and reconciliation
• Edge-to-cloud setups for remote, low-bandwidth sites

Outcome: A current, reliable view of operations, so problems get caught while they’re still small.

Technologies

• AVEVA PI / PI AF
• OPC UA / DA
• MQTT / Kafka
• CygNet SCADA
• InfluxDB

We treat machine learning as a tool, not a headline. We use it on the cases where it clearly beats the conventional approach: predicting equipment failures, forecasting production, or letting an engineer ask a question of the data without writing SQL. Where the older method is good enough, we’ll tell you so.

Key Capabilities:

• Predictive maintenance models for pumps, compressors, and rotating equipment
• Anomaly detection on real-time sensor streams
• Production forecasting and decline-curve analysis
• Language-model tools for automated data cleansing and enrichment
• Plain-language query interfaces over complex operational data
• Automated report drafting from both structured and unstructured sources

Outcome: Answers pulled from complex data faster, far less hand-preparation, and enough warning to fix problems before they become failures.

Technologies

• scikit-learn, XGBoost
• Prophet, ARIMA
• LangChain
• LLMs
• Vector DBs

Off-the-shelf software rarely matches how an upstream operation actually works. We build the web applications and automation that fill those gaps and connect to the systems you already run.

Key Capabilities:

• Field data capture that works remote and offline
• Workflow automation for approvals, reporting, and submissions
• Data validation and quality-control tools
• Portals that connect operational and enterprise systems
• Custom APIs so your systems can talk to each other
• Internal analytics tools with role-based access

Outcome: Less manual data handling, and tools that fit how your teams already work rather than forcing them to adapt to the software.

Technologies

• Python / PHP
• React
• PostgreSQL
• REST APIs
• Docker
• Serverless

“Digital transformation” gets used loosely, so we keep it concrete. We assess where your data capabilities actually stand, find the handful of changes worth making first, and lay out a roadmap you can fund and execute.

Key Capabilities:

• Data maturity assessments grounded in upstream operations
• Digital oilfield strategy and roadmaps
• Data governance and cataloging that people will actually follow
• Technology and vendor selection, with no stake in what you buy
• ROI analysis for data and analytics spending
• Change management and a candid read on organizational readiness

Outcome: A prioritized plan you can act on, ordered by business impact and grounded in what your operation can realistically absorb.

Frameworks

• DAMA-DMBOK
• TOGAF
• Data Mesh
• Maturity Models
• Agile