Research-driven execution
Daily
Know what's moving and why before the open. Capture macro facts, sector flow, and key levels so every session starts from reality.
Research
Map your thesis visually — catalyst, risk, execution path, and invalidation. Understand the trade before you take it.
Thesis
Build conviction through research, not hope. Document the facts, set your levels, and know exactly what would prove you wrong.
Pre-Market Brief
Fast summary before the open.
Validate Entry
Check against your rules & playbook.
Read the Tape
Sector rotation and momentum read.
Review Session
What did I do well? Where did I break rules?
Nvidia sits at the center of the AI infrastructure buildout. Every major hyperscaler — Microsoft, Google, Amazon, Meta — has publicly committed to multi-year GPU procurement cycles. Blackwell demand is outstripping supply well into 2025.
The market is pricing NVDA as a cyclical. It is a platform. The CUDA moat means switching costs are extraordinarily high — retraining workloads on AMD or custom silicon takes 12–18 months minimum.
Invalidation: hyperscaler capex cuts >15% or a credible CUDA alternative reaches production scale.
Framework
Soros
Macro imbalance + breaking point
Burry
Structural mispricing + contrarian data
Buffett
Moat + intrinsic value + margin of safety
Druckenmiller
Macro backdrop + best expression
Ackman
Activist deck + price target + timeline
Lynch
Plain-language 2-min pitch
Breaking the Bank of England
Risk Management Process
Setup Qualification
Post-Trade Review
Macro dislocation identified
UK fundamentals vs. ERM peg
Bundesbank raising rates
ERM defense → recession
Map the asymmetry
Build the position
Watch for signals
Peg breaks
Peg holds
Research-driven execution
Daily
Know what's moving and why before the open. Capture macro facts, sector flow, and key levels so every session starts from reality.
Research
Map your thesis visually — catalyst, risk, execution path, and invalidation. Understand the trade before you take it.
Thesis
Build conviction through research, not hope. Document the facts, set your levels, and know exactly what would prove you wrong.
Pre-Market Brief
Fast summary before the open.
Validate Entry
Check against your rules & playbook.
Read the Tape
Sector rotation and momentum read.
Review Session
What did I do well? Where did I break rules?
Nvidia sits at the center of the AI infrastructure buildout. Every major hyperscaler — Microsoft, Google, Amazon, Meta — has publicly committed to multi-year GPU procurement cycles. Blackwell demand is outstripping supply well into 2025.
The market is pricing NVDA as a cyclical. It is a platform. The CUDA moat means switching costs are extraordinarily high — retraining workloads on AMD or custom silicon takes 12–18 months minimum.
Invalidation: hyperscaler capex cuts >15% or a credible CUDA alternative reaches production scale.
Framework
Soros
Macro imbalance + breaking point
Burry
Structural mispricing + contrarian data
Buffett
Moat + intrinsic value + margin of safety
Druckenmiller
Macro backdrop + best expression
Ackman
Activist deck + price target + timeline
Lynch
Plain-language 2-min pitch
Breaking the Bank of England
Risk Management Process
Setup Qualification
Post-Trade Review
Macro dislocation identified
UK fundamentals vs. ERM peg
Bundesbank raising rates
ERM defense → recession
Map the asymmetry
Build the position
Watch for signals
Peg breaks
Peg holds