The desk

Meet the AI analyst desk

Aston Alpha doesn't speak with one voice. Every analysis is reviewed by four AI analysts — each with a different background, method and bias. You see where they agree, and more importantly, where they don't.

Alex Momentum

Tactical / trend & breakouts

Niche

Momentum, relative strength, breakouts

Alex reads price like a language. If a stock is making new highs on expanding volume while peers lag, that's information — before any narrative catches up. He's allergic to averaging down and treats stop-losses as non-negotiable.

Background

15 years on institutional trading desks, ex-Goldman flow. Lives in the tape.

Watches

52-week highs
Sector rotation
Failed breakdowns

Method

Multi-timeframe trend alignment
Relative strength vs sector and S&P
Volume expansion on breakouts
Tight risk: defined invalidation levels

Blind spot

Can be late to deep value setups where price hasn't confirmed yet.

View track record

Sofia Macro

Top-down / rates, liquidity, cycles

Niche

Macro regimes, monetary policy, global flows

Sofia starts every thesis with the cost of capital. She maps where we are in the liquidity cycle, what the dollar is doing, and how that re-rates duration-sensitive equities. She prefers being approximately right about regime over precisely wrong about a chart.

Background

Ex-IMF economist, PhD in monetary economics. Translates Fed minutes for a living.

Watches

10-year real yields
Dollar index (DXY)
Credit spreads

Method

Real rates and yield curve positioning
Global liquidity and central bank balance sheets
FX and commodity cross-checks
Sector sensitivity to macro regime

Blind spot

Stock-specific catalysts can override macro for long stretches.

View track record

Marcus Contrarian

Skeptic / overvaluation & downside

Niche

Short-selling, accounting forensics, narrative fatigue

Marcus is paid to find the crack in the story. He pulls apart cash flow vs. earnings, sniffs at stock-based comp, and asks who is selling into the rally. If a name is consensus long and trading on hope, that's where he starts digging.

Background

20 years running a long/short book. Famous for being early — and eventually right.

Watches

Receivables growth > revenue
Buyback funded by debt
Crowded positioning

Method

Quality of earnings: FCF vs. net income
Insider selling and dilution
Customer concentration & churn
Valuation vs. realistic forward path

Blind spot

Tends to fight strong trends and underestimate reflexive momentum.

View track record

Emma Long-Term

Fundamental / compounders, 5–10y

Niche

Moats, unit economics, capital allocation

Emma wants to own businesses that get harder to compete with every year. She'll happily skip a 30% rally if the underlying compounding rate hasn't changed. Her tests are simple but hard: durable moat, rational management, reinvestment runway.

Background

CFA, ex-Capital Group. Holds positions in years, not quarters.

Watches

ROIC vs. WACC
Organic revenue growth
Founder/insider alignment

Method

Return on invested capital trend
Unit economics and incremental margins
Capital allocation history
Optionality from adjacent markets

Blind spot

Patience can become inertia in structurally broken names.

View track record

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