Intelligence systems
Research infrastructure that connects collection, analysis and publication instead of treating them as separate tasks.
Author / Research & Systems
Edward Trubin
Research & Systems — Doberman VCBuilding OSINT-driven research systems for market intelligence, automation and decision support across liquidity, market structure and infrastructure.
- Practice
- OSINT · Automation · Systems
- Coverage
- Liquidity · Crypto · Energy · AI
- Published
- 18 research records
Working approach
I build systems that move from raw public data to decision-ready research.
My work combines OSINT collection, research automation and market-structure analysis. I focus on macro liquidity, crypto flows, energy transition and AI infrastructure—tracking how capital, narratives and physical constraints interact.
- 01Data
- 02Research
- 03Regime
- 04Signals
- 05Decisions
Operator capabilities
Research built as a system.
OSINT research
Workflows for discovering, verifying and connecting public information across markets, policy and physical infrastructure.
Automation
Repeatable pipelines that normalize fragmented inputs and make recurring monitoring more consistent and traceable.
Market structure
Analysis of liquidity, capital flows, narratives and regime shifts across crypto, energy, macro and AI infrastructure.
Authored intelligence
Published research.
Showing 1–12 of 18
Intel Report
Impact of IRS Tax Refund Policy Changes on Capital Flows and Digital Assets Amid Liquidity Shifts
IRS Tax Refund Policy Changes and Their Impact on Capital Flows and Digital Assets Over the past 72 hours, new IRS guidelines regarding paper check phase-out and direct deposit requirements have been announced, alongside updates on refund delays and filing season statistics,…
Intel Report
Impact of IRS Tax Refund Policies and Macro Data on 2026 Liquidity Landscape
IRS Tax Refund Policies and Macro Data Impact on 2026 Filing Season Liquidity Over the past 72 hours, recent IRS policy updates and macro data releases have increased search activity related to tax refunds, reflecting heightened awareness of 2026 filing season changes…
Intel Report
IRS Tax Refund Trend Indicates Liquidity Impact Amid Policy Shifts
IRS Tax Refund Trend Highlights Policy Changes Impacting Liquidity and Refund Delivery Methods Over the past 3 weeks, search activity related to IRS tax refunds has increased, driven by policy shifts including the phase-out of paper checks and new refund guidance under…
Intel Report
The Real EV Boom Isn’t About Cars — It’s About Infrastructure
I. The Illusion of the “EV Revolution” The conversation around electric vehicles has been hijacked by car brands and marketing departments. But in reality, the EV revolution isn’t about cars. It’s about the invisible ecosystem of batteries, metals, and charging infrastructure that…
Intel Report