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Texas Energy Data Pulse → The Intelligence Frontier

"The dashboard that mapped compute leaving Earth has been viewed 2,000 times. This is the full series behind it."

20 original dashboards. One thesis: energy is no longer just power — it's the raw material of intelligence.

A data-driven exploration of how Texas megawatts become Gulf State petrodollars become orbital compute become autonomous AI — and why global capital is following every step of that transformation.


The Thesis

What began as a Texas energy infrastructure series became something larger.

Every dashboard in this repository tracks the same transformation from a different angle:

Energy Efficiency  →  Compute Capacity  →  Autonomous Intelligence  →  Economic Alpha

Texas is not a regional story. It is the prototype for how AI-era infrastructure gets built — from the ERCOT grid to the Gulf of Mexico to low Earth orbit. The Gulf States are watching. Global capital is following.

This is the data behind that shift.


🛰 START HERE: TX-1 Orbital Prototype — Data Goes To Space

2,000+ views. The anchor piece. A full-stack physics simulation of compute leaving Earth's surface.

"Light-speed delay is the tradeoff of going higher. Physics sets the limit — not technology."

What It Models The Finding
Autonomy vs Altitude At 36,000km, autonomy reaches 98% — systems must think for themselves
Solar Input vs Thermal Radiation Free passive cooling emerges above 400km — the physics of orbital FinOps
Latency vs Altitude ~120ms is the Optimal Zone Threshold before autonomous decision-making becomes mandatory
Efficiency vs Carbon Offset Higher orbital efficiency = lower carbon cost — sustainability and performance converge

Texas companies mapped: DataVolt (Austin) · Blue Origin (Van Horn) · Lockheed Martin (Houston) · Dell Technologies (Round Rock)

Global alliances mapped: Microsoft + Loft Orbital · Amazon/AWS Aerospace · SpaceX Starlink · Northrop Grumman + DARPA NOM4D · Equinix/Google Cloud R&D

📊 Live Dashboard — 2,000+ Views | 📁 Full Folder


The Arc

Texas Grid  →  Gulf State Energy Economics  →  Orbital Compute  →  Autonomous Intelligence
     ↓                    ↓                          ↓                       ↓
  Megawatts          Petrodollars               Free Cooling           No humans needed

Each dashboard is a node in this system. None of them stand alone.


📊 Complete Analysis Index — 20 Dashboards

# Topic Key Finding Live View
1 Cloud Adoption Rates 40% tech sector gap = $18B opportunity View →
2 Texas Power & Cyber Most vulnerable grid in the US: 28 attacks, 36 hours down, $89M lost View →
3 Texas Agentic AI Automation Oil & Gas leads AI ROI at $4.1M average return per use case View →
4 Texas Energy & Sustainability Sustainability is a business strategy — BP America leads at 21.3% YTD View →
5 Water Stress & Drought Risk Hydrogen, petrochemical, and coal face steepest operational risk as cooling meets drought View →
6 Data Centers — AI & Petabyte Scale Newer AI facilities are MORE sustainable than legacy infrastructure View →
7 The $16B Texas Secret South Padre Island is receiving more VC capital than most major metros View →
8 Texas GDP & AI Integration The future isn't AI OR traditional tech — it's AI integrated into everything View →
9 Texas AI Backbone Texas isn't building space infrastructure OR AI infrastructure — they're the same thing View →
10 When the Grid Goes Galactic The next grid crisis won't start in Houston — it'll start at a launch pad View →
11 Space Infrastructure vs Launch Activity The race to orbit isn't about rockets — it's about compute View →
12 Texas Cyber Weakness Index Pt 1 How many unlocked doors exist — and who's trying the handles? View →
13 Texas Cyber Weakness Index Pt 2 The cascade effect: when one system breaches, the dominoes fall fast View →
14 Two Regions. 30 GW. One Future Texas: 19.3 GW across 30 facilities. Gulf: 10+ GW across 3 mega-hubs. By 2030. View →
15 Power Economics — Efficiency per Dollar Every $1 invested returns $8 in AI capability View →
16 The Convergence Curve Balanced ecosystems outperform brute scale — data maturity meets AI power View →
17 Data Centers Will Compete on Orbital Tiers $120B in infrastructure investment migrates from Earth to orbit: 2026–2030 View →
18 Where Capital Learns to Think From Texas to orbit, cognitive systems now generate measurable returns View →
19 Feedback Loop — Final Path Node Power once scaled linearly. Intelligence now scales cyclically. View →
20 TX-1 Orbital Prototype — Data Goes To Space Full-stack simulation of compute leaving Earth's surface View →

Research Methodology

All analyses are original. No recycled datasets, no pre-built templates.

Sources include self-compiled datasets blending public and inferred metrics, SEC 10-K and 10-Q filings, company annual reports and investor presentations, industry benchmarking from McKinsey, Deloitte, and BCG, public cloud provider case studies, NASA, FAA, and DARPA public infrastructure data, and ERCOT reporting and energy industry publications.

Every finding is defensible. Every number has a source. Every dashboard was built to hold up under scrutiny.


Tech Stack

Layer Tools
Visualization Tableau Public · Plotly · Matplotlib
Data Engineering Python · SQL · PySpark · Delta Lake (Bronze→Silver→Gold) · Databricks
Cloud AWS · GCP · Azure Arc
AI/ML LangChain · RAG Pipelines · FAISS · Pinecone · Agentic Simulation Frameworks
Infrastructure Kubernetes · Docker · GitHub CI/CD · Airflow

About

Tracy Manning | AI Strategy & Transformation Architect | Apex ML Engineering

I built this series because nobody had mapped the full arc from Texas megawatts to orbital compute to autonomous intelligence. So I did.

I don't wait for a playbook. I find a way — and I build what shouldn't exist yet.

📊 Full Tableau Portfolio 💼 LinkedIn 🐙 GitHub

"I pulled up a chair at 4am when nobody asked me to. I'm still here."

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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.

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