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Refinery Data and Historian Integration

Give refinery teams a connected view of production plans, unit performance, maintenance constraints, historian data, and operational deviations.

Refinery Data and Historian Integration
Built around your operation
  • Downstream refinery operators
  • Refinery production planning teams
  • Refinery operations teams
The business case

What changes for your business.

Expected outcomes from the solution.

Explore the approach

Better refinery production visibility

More coordinated production planning

Earlier operational deviation visibility

Stronger plan-versus-actual control

Results depend on scope, integrations and adoption.

The operating context

A clearer view of the whole operation.

Refinery planning depends on production targets, unit constraints, process data, maintenance schedules, utilities, and operating conditions staying aligned. When this information sits across historians, spreadsheets, maintenance systems, and reporting tools, planning teams lose a consistent view of refinery execution.

Where friction builds

Disconnected refinery software systems reduce operational visibility

Refinery teams often plan production in one system while process data, maintenance status, laboratory results, and operational deviations remain elsewhere. Planners must reconcile these sources manually before understanding whether refinery units are actually performing against plan. As conditions change, maintenance events, unit constraints, feed variations, and process deviations can quickly make the original production plan outdated. A connected operations platform should bring planning and execution data together without attempting to replace the refinery's DCS, historian, or specialized process-control systems.

Current approach
  • Using separate systems for operations and maintenance
  • Relying on manual coordination across shifts
  • Limited visibility into real-time unit performance
  • Handling incidents and deviations reactively
Operational impact
  • Slow response to process deviations
  • Poor coordination during incidents or turnarounds
  • Hidden energy inefficiencies
  • Higher operational and safety risk
Inside the solution

The capabilities behind the operation.

Review the functional scope, then discuss the requirements specific to your team.

Refinery Operations Visibility

Monitor refinery units, production activities, and operational performance through real-time dashboards and centralized refinery software.

Production Planning and Scheduling

Align refinery production targets with operational capacity through planning and scheduling tools that improve throughput and coordination.

Maintenance and Asset Management

Connect maintenance activities, asset performance, work orders, and equipment status to reduce downtime and improve reliability.

Energy and Utility Optimization

Track energy consumption, utility usage, and operational efficiency to identify optimization opportunities across refinery operations.

Operational Deviation Management

Detect process deviations, production disruptions, and operational risks early through monitoring and exception management workflows.

Compliance and Performance Reporting

Maintain audit trails, operational records, compliance documentation, and refinery performance metrics within a centralized platform.

From requirements to implementation

Grounded in the way your team works.

How we work
  1. 01

    Assess operational, maintenance, and planning workflows together

  2. 02

    Integrate real-time process data with operational systems

  3. 03

    Design for coordination across shifts and teams

  4. 04

    Build for high availability, safety, and long-term reliability

Our approach

PySquad develops refinery software solutions tailored to the operational requirements of downstream oil and gas facilities. We connect production planning, maintenance workflows, operational monitoring, reporting, and performance management into a unified platform that improves visibility across refinery operations and supports data-driven decision making.

How it connects

The complete workflow, in one view.

Solution workflow
Make an informed decision

Is this the right fit?

The right solution starts with the right operating requirements.

Check the fit with us

Designed for

  • Downstream refinery operators
  • Refinery production planning teams
  • Refinery operations teams
  • Oil and gas groups

May not be suitable for

  • Discrete manufacturing plants
  • Simple batch production facilities
  • Generic manufacturing software buyers
  • Businesses without continuous processing

Trusted by clients worldwide

BDO
Marinapy
Vanilla Steel
INT Express
InnovationM
Telco Holdings International
Inglasco International
Upex Electrical UK
Lux Logic Lighting
CM3 Engineering
Finest Travel Africa
CareNav
XA Global Trade Advisors
Predictores.ai
iTech Consulting
Net Informatica
TextureAI UK
Lux Via
EEN Consulting
Intelgrity Ltd
OTEK Consulting
AI-O AI
The Hillock Hotels & Banquets
See it on your workflows

Walk through the solution with your operation in mind.

Discuss your requirements
Before you decide

Questions worth asking.

Ask something else
What is refinery software?

Refinery software helps oil and gas companies manage production planning, refinery operations, maintenance activities, scheduling, compliance, and performance monitoring within a centralized platform.

How does refinery software improve refinery operations?

Refinery software provides real-time visibility into production activities, equipment performance, operational deviations, and planning processes, helping operators improve efficiency and decision making.

Can refinery software integrate with existing refinery systems?

Yes. Modern refinery software can integrate with process control systems, maintenance platforms, ERP solutions, production databases, and operational reporting tools.

What features should refinery software include?

Key features include production planning, refinery scheduling, maintenance management, operational monitoring, compliance reporting, energy management, and performance analytics.

Is refinery software suitable for downstream oil and gas operations?

Yes. Refinery software is commonly used by downstream operators to improve production visibility, optimize throughput, coordinate maintenance activities, and support operational efficiency.

Start with your requirements

Let’s define your next step.

Tell us what needs to work better, the systems you use, and the scope you have in mind.

Discuss your requirementsShare your requirements through our enquiry form.

The people behind the projects

Good work is personal.

Meet our clients

A little closer, wherever you are

Big world.
Close partnership.

Product engineering, AI and Odoo ERP, with a shared plan and a working rhythm built around your team.

Offices in India, Spain & France.
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Our offices Customer presence

Different time zones. One shared conversation.

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The technology behind the work.

Explore our approach to backend, web, mobile and AI engineering.

Explore our technologies