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Automated Trading Execution with Seero

Wednesday, June 4th, 2025Seero InsightsJustin Cutillo


Trading success isn’t just about spotting opportunities—it’s about acting on them quickly, accurately, and without second-guessing. Seero automates that process from end to end. Once your brokerage account is connected and funded, our system makes one disciplined pass each morning before the market opens, adjusting your portfolio so your capital is always lined up with today’s freshest data.

(Seero is an automated execution tool, not an investment-advisory service. It follows predefined rules and does not provide personalized financial advice.)


How Seero Turns Predictions into Portfolio Actions
  1. Symbol-Specific Predictions: Each trading day, Temporal Fusion Transformer (TFT) models evaluate every stock’s expected 50-day return and assign one of three labels:
    • Buy – high-confidence positive outlook
    • Sell – high-confidence negative outlook
    • Hold – low-confidence result (direction unclear)

    Hold-rated symbols remain in the portfolio, but the clock starts ticking—the system counts how many consecutive days a position stays on Hold.

  2. Portfolio-Level Ranking: All Buy-rated symbols are sent to a LambdaRank sorter that arranges them from highest to lowest expected upside. The strongest ideas rise to the top of the queue.
  3. Smart Sell Logic:
    • Executes Sell signals straight from the model.
    • Clears positions that exceed their custom Hold-day limit, freeing capital for higher-confidence ideas.
    • Trims oversized holdings so no single stock dominates your account.
  4. Capital Re-Deployment: Seero totals the cash released by sales and allocates it to the highest-ranked Buy candidates—no idle funds, no emotion-driven hesitation.
  5. API-Driven Trade Execution: Orders are routed through Alpaca’s Trading API. Seero tracks every fill until it’s complete.
  6. Instant Portfolio Refresh: As soon as trades clear, Seero updates your portfolio file, recalculates performance stats, and prepares the Daily Performance Insights email you already know and love.

Built-In Safety Nets & Optimizers
  • Hold Thresholds – Don’t sell winners too early or cling to laggards indefinitely.
  • Position Weight Guards – Keeps allocations balanced by trimming outsized gains.
  • Real-Time Order Monitoring – Ensures every order reaches the finish line.

Why Automated Execution Matters
  • ✅ Decisions Before the Bell: Fresh predictions are reviewed and orders are placed once per trading day—no rapid-fire intraday moves, just disciplined upkeep.
  • ✅ Consistency Is King: Rules run the same way every session, never skipping a day or forgetting to log in.
  • ✅ Scalable Precision: The system automatically scales with additional transfers into the account and intelligently deploys the capital into the portfolio.
  • ✅ Full Transparency: Each action appears in your Daily Performance Insights email, complete with rationale and benchmarks.

Experience Hands-Off, High-Precision Trading

Ready to put your portfolio on autopilot? Apply for early access today and let Seero handle the daily mechanics while you focus on the bigger picture.


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