DASH ENTERPRISE FOR ENERGY
Build the applications behind critical
energy decisions
Turn complex data, models, simulations, and operational workflows into secure, interactive applications. Investigate conditions, evaluate scenarios, and act with confidence.
For analysts, engineers, data scientists, and operational teams shaping the future of energy.






See what Dash Enterprise can help you build
Explore the applications, workflows, customer outcomes, and deployment requirements most relevant to your organization
DASH ENTERPRISE FOR OIL & GAS
Put reservoir models, well data, and field operations in the same application
Give geoscientists, drilling engineers, production teams, and operators a shared environment to explore uncertainty, compare scenarios, monitor changing conditions, and move from analysis into operational workflows.
One application layer across subsurface, operations, assets, and commercial teams
Build specialized applications around each team's data, models, and working methods, while giving the organization a consistent way to develop, deploy, govern, and scale them.
Explore and model
Bring geological data, reservoir simulations, well information, and model ensembles into interactive applications for subsurface investigation and scenario comparison.
Drill and complete
Combine live well data, historical performance, engineering calculations, and operational knowledge to support drilling and completions teams.
Produce and maintain
Help production and reliability teams investigate asset performance, identify abnormal conditions, and prioritize operational or maintenance work.
Move and commercialize
Bring together operational, logistical, market, and commercial information for decisions beyond the production site.
See what oil and gas teams can build with Dash Enterprise
Explore how interactive, code-backed applications can bring specialized data, analytical models, and operational workflows together around a specific decision.
Live Drilling Metrics & Mobile SCADA App
Give field contractors secure mobile access to real-time drilling data and operational alerts.
Historical Well Data App
Allow users to retrieve and investigate up to a month of historical information for an individual well.
Torque and Drag Tracking App
Visualize friction-factor lines and drilling position to help teams identify tripping risks while drilling a live well.
Reservoir Model Ensemble Analysis App
Let teams explore, quality-control, compare, and communicate large ensembles of reservoir models.
Equinor made complex reservoir models easier to analyze, validate, and share
Equinor built Webviz with Dash to give technical teams and decision-makers a consistent way to explore reservoir-model ensembles, perform quality control, and communicate the latest analytical outputs across assets.
30,000
Labor hours of work addressed annually at a single field
15+
Fields using Webviz for model quality control and output analysis
100–500
Models generated within a typical reservoir-model update ensemble
Build on your existing tech stack
Dash Enterprise provides the application layer between your operational systems, engineering data, domain models, and the teams that need to investigate, collaborate, and act on them.
Data and operational systems
- Sensor and time-series data
- Well, drilling, and production data
- Geological and subsurface data
- Asset and maintenance systems
- Logistics and commercial records
- Market, weather, and external data
Models and analytical logic
- Engineering calculations
- Reservoir and operational simulations
- Forecasting models
- Optimization methods
- Machine-learning models
- Organization-specific rules and expertise
Plotly application layer
- Interactive visualization
- Geospatial and scientific analysis
- Model and scenario controls
- User inputs and approvals
- Alerts and investigation workflows
- Reports and operational outputs
Teams and decisions
- Geoscience and subsurface teams
- Drilling and completions teams
- Production and reliability teams
- Operations and field teams
- Logistics and commercial teams
- Leadership and business stakeholders
Deploy critical applications without compromising control
Publish, manage, and scale Dash applications within your organization’s chosen infrastructure. Maintain control over data access, authentication, application permissions, and the underlying analytical code.
Deploy within your environmentRun applications within private cloud, on-premises, or other infrastructure configurations required by the organization. | Control who can access whatIntegrate authentication and role-based access controls so users only see the applications and information relevant to them. | Maintain a governed application lifecycleStandardize how applications move from development into testing and production, with version control, monitoring, and controlled updates. |
Keep analytical logic visibleBecause the application is code-backed, models, calculations, and decision logic can be reviewed, tested, versioned, and audited. | Scale access across the organizationMake specialized applications available to operational teams, technical users, and business stakeholders without requiring them to work directly in Python. | Enterprise security and compliance standardsView certifications and documentation at trust.plotly.com |
Deploy within your environmentRun applications within private cloud, on-premises, or other infrastructure configurations required by the organization. | Control who can access whatIntegrate authentication and role-based access controls so users only see the applications and information relevant to them. |
Maintain a governed application lifecycleStandardize how applications move from development into testing and production, with version control, monitoring, and controlled updates. | Keep analytical logic visibleBecause the application is code-backed, models, calculations, and decision logic can be reviewed, tested, versioned, and audited. |
Scale access across the organizationMake specialized applications available to operational teams, technical users, and business stakeholders without requiring them to work directly in Python. | Enterprise security and compliance standardsView certifications and documentation at trust.plotly.com |
Deploy within your environmentRun applications within private cloud, on-premises, or other infrastructure configurations required by the organization. |
Control who can access whatIntegrate authentication and role-based access controls so users only see the applications and information relevant to them. |
Maintain a governed application lifecycleStandardize how applications move from development into testing and production, with version control, monitoring, and controlled updates. |
Keep analytical logic visibleBecause the application is code-backed, models, calculations, and decision logic can be reviewed, tested, versioned, and audited. |
Scale access across the organizationMake specialized applications available to operational teams, technical users, and business stakeholders without requiring them to work directly in Python. |
Enterprise security and compliance standardsView certifications and documentation at trust.plotly.com |
Meet Plotly’s data application suite
Explore, build, and operationalize data applications with Plotly