Intelligence Systems
Research infrastructure connecting collection, analysis and publication.
Principal
Edward Trubin
Principal — DOBERMAN XResearch, intelligence systems and product direction.
- Practice
- Research Systems · OSINT · Intelligence Products
- Coverage
- AI Infrastructure · Energy & Power · Capital & Investment · Emerging Technology
Working approach
I build research systems that turn fragmented public information into structured, evidence-backed intelligence.
My work combines OSINT, research automation and product development across infrastructure, energy, capital and emerging technology.
- 01Evidence
- 02Structure
- 03Analysis
- 04Publication
Capabilities
Research built as a system.
OSINT & Evidence
Discovery, verification and connection of public information across companies, policy, markets and physical infrastructure.
Research Automation
Repeatable pipelines for structuring fragmented inputs and recurring monitoring.
Infrastructure & Market Analysis
Analysis connecting infrastructure, energy, capital, companies and technological change.
Selected Research
Research aligned with the current practice.
Intel Report
The Next Energy Merger Wave: When Tech Giants Start Buying Power
Intel Report
The Real EV Boom Isn’t About Cars — It’s About Infrastructure
Intel Report
Comparative Analysis — OpenAI GPT-5 vs Anthropic Claude 4.5
Intel Report
Impact of IRS Tax Refund Policy Changes on Capital Flows and Digital Assets Amid Liquidity Shifts
Intel Report
Impact of IRS Tax Refund Policies and Macro Data on 2026 Liquidity Landscape
Intel Report