DELTA DATA
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Delta Consulting
Data science and industrial automation

Your data, turned into decisions.

We automate repetitive work and build models that anticipate what is about to happen in your operation. We start from the reality of each plant, field or site: from data scattered across spreadsheets, sensors and systems, to the dashboard your team uses every day to decide.

Sectors Mining Oil and Gas Construction and Infrastructure Energy Agribusiness Logistics
What we do

Six areas of work, one idea

Stop losing information between spreadsheets, systems that do not talk to each other and reports someone assembles by hand every month. We start with the process, not the tool.

Process automation

Spreadsheet entry, report consolidation, document control, approval workflows and reconciliations. Everything that currently takes hours of skilled people's time and should not.

Predictive analytics

Models that anticipate equipment failures, production deviations and abnormal consumption from your operation's history. Built to act ahead of time, not to explain afterwards.

Dashboards and KPIs

A single place to see progress, costs, productivity and deviations, updated automatically, with the level of detail each role should have.

Data integration and industrial IoT

We connect SCADA, historians, field sensors, ERP and spreadsheets so they stop living apart. One reliable source, with traceability of where every number came from.

Computer vision

Automated inspection, counting, personal protective equipment checks and construction progress tracking from images, video and drone flights.

Reporting and compliance

Production, environmental and regulatory reports generated automatically, with the same structure every time and a record of who saw what and when.

Industries

Where we apply this

Every sector has its own data, its own timescales and its own regulations. These are the uses we are asked for most in each one.

Mining

  • Predictive fleet maintenance
  • Production plan control
  • Grade and tonnage reconciliation
  • Geotechnical monitoring
  • Environmental and water monitoring
  • Energy and fuel consumption

Oil and Gas

  • Production tracking by well
  • Pipeline anomaly detection
  • Asset integrity
  • Logistics and route optimization
  • Workover tracking
  • Regulatory reporting

Construction and Infrastructure

  • Site progress from imagery and drone
  • S-curve and schedule deviations
  • Automated quantity take-off and billing
  • Subcontractor control
  • Earthworks tracking
  • Digital site diary

Energy

  • Demand and generation forecasting
  • Asset maintenance
  • Technical and non-technical losses
  • Grid management
  • Renewable plant performance

Agribusiness

  • Yield by plot
  • Irrigation scheduling
  • Product traceability
  • In-plant quality control
  • Harvest forecasting

Logistics

  • Route optimization
  • Fleet availability
  • Fuel consumption
  • Inventory planning
  • Loading and unloading times
How we work

Four stages, no surprises

No project starts with a platform bought in advance. It starts by understanding which decision is being made blind today, and what data would be needed to make it better.

Assessment

We survey processes, data sources and existing systems. We come out with a map of opportunities ranked by effort and by impact.

Proof of concept

We take the highest-return case and solve it small, with real data, in weeks. If it does not work, you find out early and cheaply.

Implementation

We take the solution to production, integrated with the systems you already use, documented, and with your team trained on it.

Ongoing support

Monitoring, model retraining and adjustments. A tool nobody maintains stops being useful within months.

Technology

Open tools, no lock-in

We work with industry-standard technology. What we build is documented and yours: you can maintain it with your own team or with whoever you choose.

PythonSQLPostgreSQLPower BIGrafana scikit-learnPyTorchApache AirflowDocker APIs RESTOPC UAMQTTAWSAzureGit

Engineering first

We come from engineering projects, not only from software. We understand what a flow rate, an ore grade or a progress curve means before modeling it.

Tailored, not off the shelf

We do not resell licenses for generic platforms. Every solution is built around the real processes, systems and constraints of your operation.

Against an agreed metric

Every project starts by defining which number has to improve and how it will be measured. Without that, there is no way to tell whether it worked.

Contact

Tell us what you are trying to solve

You do not need the problem precisely defined or the data tidy. Understanding the process and which decision is hard to make is enough to begin.

LocationMendoza — Argentina
ResponseWithin 24 business hours

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