The Arsenal.

Every system we build is a specialized instrument of financial intelligence. Autonomous. Precise. Running around the clock so you don't have to. Here's what's inside the machine.

The Sentinels

At the core of every Guerilla Finance platform is a network of autonomous AI workers we call Sentinels. They don't take breaks. They don't miss filings. They don't sleep. Each one is purpose-built to patrol a specific data source and report back the moment something moves.

SENTINEL.01

EDGAR Interceptor

The frontline. This sentinel patrols the SEC EDGAR filing system in continuous cycles, intercepting every new submission the moment it appears. S-3 shelf registrations, prospectus supplements, 8-K disclosures, registration statements — nothing gets filed without us knowing. Filing to classification in seconds, not hours.

SENTINEL.02

XBRL Dissector

The deep reader. While other platforms skim filing text, the XBRL Dissector tears into the structured financial data embedded in every filing. Warrant counts, convertible note terms, exercise prices, outstanding shares — extracted programmatically from machine-readable tags that most traders never see. This is where the real numbers live.

SENTINEL.03

Institutional Tracker

The shadow. Every quarter, institutional investors file 13F reports disclosing their holdings. Our sentinel ingests the SEC's structured JSON feeds, maps position changes across funds, and surfaces accumulation or liquidation patterns before quarterly reports make headlines. Know where the smart money is moving.

SENTINEL.04

Short Interest Monitor

The contrarian. Tapped directly into FINRA short interest data feeds, this sentinel tracks short positions across the market. When short interest spikes or crashes on a ticker in your watchlist, you know about it. Combined with dilution data, it paints a picture of a stock's vulnerability that most traders piece together too late.

SENTINEL.05

Market Data Sync

The verifier. Live price feeds, float calculations, split-adjusted share counts, currency conversions for international listings — this sentinel maintains the real-time market data layer that keeps every score, every calculation, and every alert grounded in current reality. No stale data. No approximations.

SENTINEL.06

Alert Dispatcher

The messenger. When a sentinel flags an event, the Alert Dispatcher takes over — classifying severity, matching against subscriber watchlists, rendering the intelligence into clean, actionable alerts, and firing them through authenticated email infrastructure (DKIM, SPF, DMARC). The last mile between detection and decision.

The Dilution Score

Not a guess. Not a heuristic. A 5-component, data-driven scoring engine that evaluates dilution risk with surgical precision. Every component pulls from live data sources. Every score is recalculated as new intelligence arrives.

Live — Production

5-Layer Scoring Model

Each public company receives a continuously updated Dilution Score based on five independent data streams. The model doesn't predict — it measures. Real filings. Real share counts. Real institutional positions. The score tells you what's happening right now, not what someone thinks might happen.

Filing Severity Float Erosion XBRL Warrants 13F Movement Pattern History
Layer 1 — Filing Severity Analysis
Classifies each SEC filing by dilution relevance and severity. An S-3 shelf registration is scored differently than an 8-K mention. Context matters — our classifier understands the difference.
Layer 2 — Float Erosion Calculation
Measures the ratio of potential new shares to existing float. A 10% dilution on a micro-cap is very different from 10% on a mega-cap. Split-adjusted. Currency-converted. Company-type aware.
Layer 3 — XBRL Securities Detection
Parses structured XBRL data for warrant counts, convertible note terms, exercise prices, and anti-dilution provisions. The data most traders don't know exists — pulled directly from machine-readable filings.
Layer 4 — Institutional Movement
Cross-references 13F institutional holdings data to detect whether major funds are accumulating or exiting. When institutions run from a diluting stock, that's a signal worth more than any chart pattern.
Layer 5 — Historical Pattern Matching
Compares current dilution indicators against the company's own history. Serial dilutors get flagged. Companies with one-time capital raises get context. History doesn't repeat, but it rhymes.

Pulse

Your real-time radar for the entire market. Pulse is the live intelligence dashboard that surfaces dilution risk, filing activity, and score changes across every public company in our system — updated continuously as new data arrives.

LIVE

Market-Wide Visibility

Don't just watch your watchlist — see the entire field. Pulse shows dilution activity across 13,000+ public companies in real time. Spot trends, discover tickers you didn't know were diluting, and monitor the market's dilution landscape at a glance.

SCORES

Live Dilution Scoring

Every company's Dilution Score is displayed and updated as new filings arrive. Color-coded severity indicators let you scan hundreds of tickers in seconds. High-risk companies surface immediately — no scrolling, no searching.

FEED

Filing Activity Stream

A chronological feed of every dilution-relevant filing hitting EDGAR, classified by type and severity. Watch the filings roll in live. Click through to full analysis. This is the SEC EDGAR experience traders wish existed.

The Data Lake

Every filing. Every score. Every alert. Every institutional position change. Stored, indexed, and queryable.

Behind the dashboards and alerts is a comprehensive data lake that captures the entire history of our intelligence operations. SEC filings aren't just processed and forgotten — they're archived with full metadata, scores, and classification data.

This architecture means historical analysis is instantaneous. Want to know how many times a company has filed an S-3 in the last three years? How their dilution score trended after each filing? Whether institutional investors fled or held? The data is there.

Premium subscribers can export this intelligence to Excel for custom analysis. The data lake is the foundation that makes every other system smarter over time.

Architecture
PostgreSQL + S3 Data Lake
Filing Sources
SEC EDGAR (Real-Time)
Market Data
Yahoo Finance (Live)
Short Interest
FINRA (Bi-Monthly)
Institutional
SEC 13F (Quarterly)
XBRL Parsing
Warrants, Convertibles, Shares
Alert Delivery
Postmark (Authenticated)
Coverage
13,000+ Public Companies

Choose Your Level

Start free. Upgrade when the intelligence pays for itself — and it will.

Recon
$0
forever
  • 3 ticker watchlist
  • Daily email digest
  • Basic filing alerts
  • Full Pulse dashboard access
  • Dilution score visibility
  • Community support
Command
$59
per month
  • 40 ticker watchlist
  • Real-time alerts + AI analysis
  • Institutional 13F tracking
  • XBRL deep securities analysis
  • Excel data export
  • Direct support channel

Incoming Platforms

Same engineering discipline. New intelligence domains. Built when they're battle-ready, not when a roadmap says so.

In Development

BuzzSniff

AI-powered market sentiment aggregation. Crawls social media, news feeds, and financial forums to detect narrative shifts and unusual volume spikes before they become price action. The market whispers before it screams — BuzzSniff hears the whisper.

NLP Engine Social Crawler News Fusion Narrative Tracker
Signal vs. Noise
Financial NLP tuned to separate genuine market intelligence from hype, manipulation, and coordinated pumps. The internet lies. Our algorithms don't.
Multi-Source Intelligence
Twitter/X, Reddit, StockTwits, financial news, SEC comment letters — fused into a single sentiment feed with source weighting and credibility scoring.
In Development

LandSquatch

Property intelligence for data-driven investors. Aggregates land records, tax assessments, zoning data, and market comparables into a unified intelligence layer. What the listing agent won't tell you, LandSquatch will.

Title Analysis Tax Intelligence Zoning Overlays Valuation AI
Deep Title Intelligence
Automated chain-of-title analysis, lien detection, and ownership history across county recorder databases.
AI Valuation Engine
Comparable analysis using tax records, recent sales, zoning overlays, and property characteristics to surface true market value.

The Sentinels Are Running.
Are You Watching?

Start with Recon — free forever. Three tickers. Full Pulse. No credit card. No commitment.