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Solution Offerings

Equities Trading: Spot Market Shifts and Trade Smarter

Equity PMs lose alpha to slow insights and scattered signals. We unify earnings, sentiment, and fundamentals into one stream so you're always ahead of the move.

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L/S Equity Strategies Run on Timing, Content, and Clarity


From earnings to insider filings to sentiment shocks, our platform connects the dots faster helping equity PMs move from idea to trade with confidence.


Fractured Signals Cost Alpha


Equity PMs face a flood of disjointed inputs:

  • Earnings call transcripts delayed by hours or buried in noise

  • Insider trades that aren’t linked or normalized across tickers

  • Sell-side PDFs, blog posts, and sentiment scattered across inboxes

  • Alt data sources that don’t map easily to tickers or strategy


Our Solution


We’ve built an equity-focused research automation stack that ingests, normalizes, and scores your entire signal universe. We deliver the outputs to wherever your process lives.


Modules Include:

  • Earnings Agent – Summarizes calls, flags sentiment shifts, extracts guidance

  • Insider Activity Tracker – Surfaces high-signal trades across Form 4s and filings

  • Multi-Source Sentiment Parser – Monitors Reddit, Twitter, RSS, and forums

  • PDF + Research Extractor – Ingests and tags unstructured sell-side materials

  • Ticker Normalizer – Resolves aliases, mergers, and relabeling across all sources

  • Delivery Options – CSVs, dashboards, APIs, or direct to your models


Common Use Cases


Earnings Season Automation
PMs get real-time summaries + tone scoring + deviation detection — 10 mins after calls.


High-Conviction Idea Surfacing
Agents highlight unusual insider moves or correlated sentiment across related names.


Sector & Peer Comparison Tools
Normalized KPI deltas across peer groups with no analyst cleanup required.


Business Impact


  • Expanded coverage: from 50 to 300+ tickers without adding headcount

  • Reduced idea-to-execution lag by 70%

  • Integrated all data feeds into one normalized pipeline

  • Cut reliance on manual dashboards and spreadsheets

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