What do we know?
Distinguish observations from interpretations, estimates, hypotheses and unresolved unknowns.
03 / INVESTMENT PROCESS
Conviction must earn its place.
Investment decisions are designed as a governed sequence of evidence, disagreement, portfolio context and explicit authorization—not an isolated prediction.
AI-NATIVE ARCHITECTUREEVIDENCE-LED RESEARCHGOVERNED INTELLIGENCE
THE WORKFLOW
From observation to accountable decision.
Each consequential stage is designed to leave a reconstructable record of the evidence available at the time.
01Observation
02Thesis
03Forecast
04Portfolio proposal
05Independent challenge
06Risk & finance review
07Decision
08Execution / wait
09Monitor & learn
THE DISCIPLINE
A decision is more than a price target.
Research must address both the opportunity and the conditions under which it fails.
What contradicts us?
Seek alternative explanations and protect independent dissent from premature consensus.
What does the portfolio already own?
Assess common economic drivers, concentration, liquidity, costs and competing uses of capital.
What if we are wrong?
Examine plausible adverse scenarios, execution uncertainty and the ability to exit.
Who may authorize action?
Authority comes from policy and the designated governance process—not model confidence.
What did we learn?
Compare prospective forecasts and actual outcomes without hindsight rewriting.
OUR DESIGN PRINCIPLE
CASH, WAIT and DO NOTHING are legitimate investment decisions.