A data-driven exploration of how power becomes intelligence — across Texas, the Gulf-Saudi Arabia, UAE and Qatar, and orbit. 19 dashboards. One mission: turning efficiency into alpha.
🎯 About This Series
What began as a Texas Energy dashboard series has evolved into a global intelligence project — exploring how compute power, energy efficiency, and agentic AI are redefining modern infrastructure.
Each dashboard in this repository visualizes a different dimension of transformation: from megawatts to teraflops, from on-prem to orbit, from human oversight to autonomous systems.
🧩 Each dashboard is interconnected — collectively mapping how energy, compute, and intelligence form the backbone of the modern economy.
| Data Drops | Topic | Key Insight | Date |
|---|---|---|---|
| 1 | Cloud Adoption Rates Tableau | 40% tech sector gap = $18B opportunity | Sep 2025 |
| 2 | Texas Power and Cyber Tableau | Texas Power Grid Most Vulnerable: 28 Attacks, 36 Hours Down, $89M Lost | Sep 2025 |
| 3 | Texas Agentic AI Automation Tableau | AI implementation ROI across energy sectors reveals Oil & Gas leads with $4.1M average returns per use case | Sep 2025 |
| 4 | Texas Energy and Sustainability Tableau | Sustainability isn't just good stewardship, it's a smart business strategy with BP America leading at 21.3% YTD | Sep 2025 |
| 5 | Texas Water Stress & Drought Risk Tableau | Hydrogen, petrochemical, and coal facilities face the steepest operational risks as cooling inefficiencies collide with rising drought pressures | Sept 2025 |
| 6 | Texas Data Centers — AI and Petabyte Scale. Tableau | Newer AI facilities are MORE sustainable than legacy infrastructure. This contradicts the narrative that AI expansion = environmental disaster | Sept 2025 |
| 7 | The $16B Texas Secret Nobody's Talking About Tableau | I mapped $48B in Texas VC funding by geography and sector. The result? South Padre Island is getting MORE venture capital than most major metros. | Oct 2025 |
| 8 | The real Texas GDP impact? Tableau | The Future Isn't AI OR Traditional Tech. It's AI Integrated Into Everything Else. | Oct 2025 |
| 9 | Texas Building The AI Backbone Tableau | Texas isn't building space infrastructure OR AI infrastructure. It's building infrastructure where they're the same thing. | Oct 2025 |
| 10 | When The Grid Goes Galatic Tableau | The next grid crisis won't start in Houston. It'll start at a launch pad. | Oct 2025 |
| 11 | Texas Space Infrastructure AI Integration vs. Launch & Project Activity Tableau | The race to orbit isn't just about rockets-it's about compute | Oct 2025 |
| 12 | The Texas Cyber Weakness Index Part 1 Tableau | How many unlocked doors exist in your house-and who's trying the handles? | Oct 2025 |
| 13 | The Texas Cyber Weakness Index Part 2 Tableau | The cascade effect, when one system is breached, the dominoes fall fast. | Oct 2025 |
| 14 | Two Regions. 30 GW. One Future Tableau | By 2030: - Texas: 19.3 GW across 30 facilities - Gulf: 10+ GW across 3 mega-hubs | Nov 2025 |
| 15 | Power Economics — Efficiency per Dollar. Tableau | ROI Efficiency = (Power Efficiency / Cost per MW) × 100 Translation: Every $1 invested returns $8 in AI capability. | Nov 2025 |
| 16 | The Convergence Curve — Where Data Maturity Meets AI Power. Tableau | As global infrastructure evolves. The Convergence Curve reveals how balanced ecosystems outperform brute scale. | Nov 2025 |
| 17 | Data Centers Will Now Compete on Orbital Tiers. Tableau | Between 2026 and 2030, over $120 billion in infrastructure investment will migrate from Earth-bound data centers to orbit. . | Nov 2025 |
| 18 | Where Capital Learns to Think Tableau | From Texas to orbit, cognitive systems now generate measurable returns. | Nov 2025 |
| 19 | Feedback loop Layer Final Path Node Tableau | Power once scaled linearly. Intelligence now scales cyclically. | Nov 2025 |
| 20 | Data Goes To Space Tableau | Full-stack simulation of compute leaving Earth's surface. | Dec 2025 |
Each Dashboard Includes:
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📊 Interactive Tableau visualizations (energy, AI, and compute insights)
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📈 Clean datasets designed for clarity and exploration
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💬 Strategic storytelling — tailored for executives and data professionals
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🌐 Companion LinkedIn carousel content and commentary
Key Dimensions Explored:
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Energy & Compute Efficiency (Texas, UAE, Saudi Arabia, Qatar)
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Agentic AI & Autonomy Systems
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Economic Yield of Intelligence (ROI-driven dashboards)
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Orbital Compute Readiness & Space Infrastructure
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Hybrid Cloud + Edge Evolution
- ⚡ Power Efficiency & Digital Infrastructure
- 🤖 Agentic AI & Autonomous Decision Systems
- 💰 The Economics of Intelligence Yield
- 🛰 Orbital Compute & the Space-Energy Nexus
- ☁️ Hybrid Cloud + Edge Architecture
- 🌍 Texas and the Gulf: Building the AI Energy Corridor
Over the 12-week series, expect deep dives into:
- Infrastructure Resilience — grid modernization, cooling systems, and critical facility stress tests
- Cloud & Digital Backbone — adoption, efficiency, cybersecurity, and AI-driven cloud economics
- Data Centers — water, power, and efficiency trade-offs shaping hyperscale growth in Texas
- AI & Automation — agentic AI, predictive analytics, and ROI-driven deployment across energy and industry
- Energy Transformation — traditional vs. renewable performance, hydrogen pilots, and petrochemical adaptation
- Space & Frontier Tech — satellite data, aerospace investment, and space-energy convergence in Texas
- And so much more
Primary Sources:
- Self-compiled datasets blending public and inferred metrics
- SEC 10-K and 10-Q filings
- Company annual reports and investor presentations
- Industry benchmarking studies (McKinsey, Deloitte, BCG)
- Public cloud provider case studies
- Energy industry publications
From raw data to AI-ready intelligence — a full-stack analytical ecosystem built for scale.
Data Engineering & Cloud
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Databricks, PySpark ( Apache Spark core), Google Cloud Platform (GCP), AWS, Azure Arc, SQL-based ETL pipelines for scalable data orchestration and transformation.
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Delta Lake and Bronze–Silver–Gold architecture modeling for structured analytical pipelines.
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Kubernetes + Docker for modular deployment and environment consistency.
AI & Machine Learning
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Python ecosystem: pandas, NumPy, scikit-learn, TensorFlow, PyTorch, LangChain, Transformers.
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RAG + Vector Databases: FAISS, Pinecone, ChromaDB for retrieval-augmented AI systems and semantic search.
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Agentic AI simulation frameworks for multi-agent orchestration, performance yield prediction, and decision feedback modeling.
Data Visualization & Storytelling
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Tableau Public, Plotly, and Matplotlib for interactive analytics and executive-grade dashboards.
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Figma, Canva, and Webflow for design, branding, and publishing.
Analytics & Automation
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SQL, Python scripting for data ingestion, transformation, and validation.
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Version Control & CI/CD: GitHub, Git, Databricks Repos, Cloud Build, and Airflow for automated workflows.
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