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Customization Basics
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**Your analytical starting point - from ready-to-use to fully customized**

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   **Start with validated models, customize with confidence.** VerveStacks eliminates months of setup work, letting you focus on your unique analytical questions.

Three Levels of Customization
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VerveStacks supports a clear spectrum of customization based on your needs, timeline, and expertise:

🟢 Parameter Modifications
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**Ready today - Same day to 1 week**

*For immediate insights with existing model structure*

**What You Can Do:**
- Modify technology costs and performance parameters
- Test policy scenarios and carbon pricing impacts
- Adjust renewable deployment targets and timelines
- Change fuel price assumptions and constraints
- Explore different demand growth trajectories

**Who This Serves:** Government analysts, utility planners, researchers conducting sensitivity analysis

**Platform:** VEDA Online or VEDA 2.0 with downloaded models

🟡 Structural Enhancements  
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**VEDA-TIMES expertise required - 2-8 weeks**

*For model structure modifications while preserving system integrity*

**What You Can Do:**
- Add new technology representations and sectors
- Enhance transmission topology for congestion analysis
- Implement detailed storage technology modeling
- Develop sector-specific electrification pathways
- Create custom regional demand response programs

**Who This Serves:** Experienced TIMES modelers, research institutions, consulting firms

**Support Options:** DIY with VEDA-TIMES expertise, consultant partnership, or targeted KanORS support

🔴 Data Pipeline Integration
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**KanORS partnership - 1-6 months**

*For maximum analytical precision with proprietary operational data*

**What You Can Do:**
- Replace global datasets with local operational data (10x+ resolution improvement)
- Integrate real-time grid dispatch and constraint data
- Incorporate proprietary demand patterns and industrial processes
- Connect live market pricing and ancillary service costs
- Embed organization-specific technology performance data

**Who This Serves:** Major utilities, government agencies, research institutions with comprehensive datasets

Quick Start Guide
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**Step 1: Choose Your Level**
- Need to test scenarios with existing technologies? → **Parameter Level**
- Need to model new technologies or enhanced systems? → **Structural Level**  
- Have proprietary data that would significantly improve accuracy? → **Data Pipeline Level**

**Step 2: Assess Your Resources**

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   * - Resource
     - 🟢 Parameter
     - 🟡 Structural  
     - 🔴 Data Pipeline
   * - **Skills**
     - Excel, basic VEDA
     - VEDA-TIMES expertise
     - Data engineering + TIMES
   * - **Timeline**
     - Days to 1 week
     - 2-8 weeks
     - 1-6 months
   * - **Support**
     - Documentation
     - TIMES consultant (optional)
     - KanORS partnership

**Step 3: Get Started**
- **Parameter Level**: Start with VEDA Online or download models for VEDA 2.0
- **Structural Level**: Download full model suite for VEDA-TIMES environment
- **Data Pipeline Level**: Contact KanORS team for data integration architecture

Why Start with VerveStacks
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**Comprehensive Foundation**
Every model includes validated representations of 200+ countries with detailed technology portfolios, existing power plant fleets, renewable resource potential, and policy frameworks.

**Modeling Team Accelerator**
- **Months of setup work** → **Days to analytical insights**
- **Generic assumptions** → **Validated country-specific foundations**
- **Isolated analysis** → **Full system context maintained**

**Quality Assurance**
All customizations build on extensively validated foundations, ensuring your specialized work maintains connection to broader energy system dynamics.

Next Steps
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1. **Explore Examples**: Browse case studies to see customization approaches in action
2. **Access Models**: Visit the model library to download country-specific starting points  
3. **Get Support**: Check community resources for tutorials, forums, and expert networks
4. **Advanced Needs**: Contact KanORS for Data Pipeline Integration discussions

.. note::
   
   **For detailed customization guidance**: See the complete :doc:`customization framework </platform/customization>` with real-world examples, user journey matrices, and comprehensive implementation guides.