⚠️ DATA INTEGRITY WARNING — fallback data in use, verify before trading

VINSIGHTS QUANT DESK

Unified Macro Signals & Thematic Lifecycle Engine

📅 Last Updated: 2026-09-14

Data as of 2026-09-14 07:01

Live Portfolio Allocations

💵 Cash: 100% ($100,000.00) 📈 Active Stock Positions: 0

Macro Penalty & Returns

Active Ledger Return
0.00%
Open Positions
0
Active Risk Penalty
0.00
⚙️ Engine Methodology & Algorithm Logic

1. Hybrid Macro Engine: Evaluates market regime using FRED (10Y Yield, VIX) and yfinance (DXY, Brent Crude). Applies an Active Risk Penalty if structural headwinds are detected.

2. Stateful Vault (14-Day): Natural Language Processing extracts emerging themes. The vault retains them for 14 days to ensure the dashboard reflects only the freshest macro intelligence.

3. Multithreaded Fundamental Cache: Concurrent API fetching processes live P/E, true EPS Growth, PEG ratios, Dividend Yield, and Debt-to-Equity using yfinance to bypass standard rate limits.

4. The 6-Tier Risk Router Matrix:

  • 🎯 CONVICTION LONG: Accelerating EPS growth, favorable PEG (< 1.5), strong positive momentum.
  • 📈 ACCUMULATE: Positive growth and momentum indicators, signaling a building allocation.
  • 📊 WATCH (HOLD): Neutral technicals and fair valuation. Maintaining current exposure.
  • 📉 REDUCE EXPOSURE: Deteriorating momentum or early fundamental warning signs. Trimming position.
  • ⚠️ OVERCROWDED: Extreme valuation (PEG > 3) and overbought technicals (RSI > 70).
  • 🛑 FUNDAMENTAL DECAY: Negative EPS growth, collapsing momentum, structural risk.
  • 💡 Special Exception: CONTRARIAN BUY: Statistically oversold but possessing strong underlying fundamentals (deep value).

5. Lifecycle Execution Rule: The 6-Tier Router dictates sentiment, but actual capital allocation is governed by thematic lifecycle. The engine only opens live positions for themes in the EARLY stage (Lifecycle Score < 40).

🚩 Emerging Watchlist — NOT YET PRICED IN (3)

OBSERVE ONLY — NO POSITIONS

Novel (embedding distance from known themes) + accelerating (week-over-week mention velocity) themes whose instruments show flat/negative 20-day momentum. Discovered by the weekly pipeline; not traded by the daily engine.

Theme Tickers Novelty WoW Mentions 20d Momentum
🟢 GLP-1 Drug RevolutionLLY, NVO0.88first seen-1.5%
🔴 Commercial Real Estate CrisisBXP, SPG0.64first seen-4.5%
🟢 Nuclear Energy RenaissanceSMR0.55first seen-1.2%

🎯 Bullish Macro Targets (Scored) — 1 Themes

Ai Software Monetization🚀 GROWTH

🎯 CONVICTION LONG
MID | HOLD (1.00× conviction) | Score: 45.5 | Top 2: CRM, NOW
Routing Diagnostics
Avg PEG
0.89
Avg RSI
62.3
EPS Growth
48.50%
Div Yield
0.35%
Debt/Equity
88.98x
📋 View Macro Rationale ▼
AI investment shifting from infrastructure buildout to enterprise software monetization with Microsoft, Salesforce, and ServiceNow showing strong AI revenue growth.
Core Equities: CRMNOW

📊 Macro Watchlist & Neutral/Bearish Themes — 4 Themes

China Ev Battery Rally⚙️ CYCLICAL

🛑 FUNDAMENTAL DECAY
MID | HOLD (1.00× conviction) | Score: 52.7 | Top 3: TSLA, LI, XPEV
Routing Diagnostics
Avg PEG
4.37
Avg RSI
29.3
EPS Growth
-3.00%
Div Yield
0.00%
Debt/Equity
108.23x
📋 View Macro Rationale ▼
EU tariff negotiations progress and domestic subsidy extensions driving China EV stocks higher in Hong Kong
Core Equities: TSLALIXPEV

Banks Higher-For-Longer🚀 GROWTH

📊 WATCH (HOLD)
MID | HOLD (1.00× conviction) | Score: 51.6 | Top 3: WFC, BAC, MS
Routing Diagnostics
Avg PEG
1.46
Avg RSI
58.8
EPS Growth
52.14%
Div Yield
2.01%
Debt/Equity
N/A
📋 View Macro Rationale ▼
Banks benefiting from elevated interest rates improving NIMs; sector rotation from tech to value favoring financials and regional banks.
Core Equities: WFCBACMS

Commercial Real Estate Crisis🛡️ YIELD

🛑 FUNDAMENTAL DECAY
MID | HOLD (1.00× conviction) | Score: 48.6 | Top 2: BXP, SPG
Routing Diagnostics
Avg PEG
3.49
Avg RSI
33.8
EPS Growth
-17.85%
Div Yield
4.34%
Debt/Equity
357.57x
📋 View Macro Rationale ▼
Office vacancy rates at record highs with regional bank CRE loan exposure raising systemic concerns; refinancing wall approaching 2026-2027.
Core Equities: BXPSPG

Glp-1 Drug Revolution⚙️ CYCLICAL

📉 REDUCE EXPOSURE
MID | HOLD (1.00× conviction) | Score: 42.3 | Top 2: LLY, NVO
Routing Diagnostics
Avg PEG
2.07
Avg RSI
18.8
EPS Growth
2.80%
Div Yield
2.40%
Debt/Equity
112.70x
📋 View Macro Rationale ▼
GLP-1 weight-loss drugs transforming healthcare and consumer spending; European pharma M&A picking up and China NRDL supporting innovative drugs.
Core Equities: LLYNVO

Active Lifecycle Ledger

Theme Opening Signal Current Status Unrealized Return
No active positions.

Closed Positions (Historical)

Historical Hit Rate: 0.0% (0/0)
Theme Opening Signal Exit Signal Realized Return
No closed positions yet.