We're not a fintech startup chasing Series A funding and burning cash on ping-pong tables. We're a lean, private operation that builds financial intelligence platforms that actually work.
Guerilla Finance LLC was founded on a simple observation: the financial data industry is dominated by bloated, overpriced platforms built for institutions with six-figure Bloomberg terminal budgets. Meanwhile, independent traders and small funds are left scraping together intelligence from free tools that are always a step behind.
We saw the gap and we filled it. Not with venture capital and a marketing department, but with code, data pipelines, and an obsessive focus on accuracy. Every platform we build solves a specific problem — stock dilution detection, market sentiment analysis, property intelligence — and solves it better than what's currently available at any price point.
Our name isn't an accident. A guerilla doesn't fight fair — they fight smart. They move fast, strike precisely, and disappear before the competition knows what happened. That's our philosophy applied to financial technology. Light infrastructure. Nimble data. Devastating accuracy.
We operate from Blairsville, Georgia — far from Wall Street, close to the data. No office politics. No committee meetings. Just engineering, data science, and an unwavering commitment to building tools that give our users an edge the market doesn't see coming.
These aren't corporate values printed on a poster. They're the engineering constraints we build every system around.
In financial data, one wrong number destroys trust permanently. Every calculation — currency conversions, stock split adjustments, dilution scores, float estimates — is cross-referenced against live market data before it reaches a user. We'd rather show nothing than show something wrong.
We don't use enterprise frameworks when a FastAPI microservice will do. We don't spin up Kubernetes clusters when Docker Compose handles the load. Every architectural decision optimizes for speed, reliability, and cost efficiency. Bloat is the enemy of intelligence.
Our platforms don't generate opinions — they surface facts. SEC filings, institutional holdings, short interest data, XBRL financials. We aggregate, score, and deliver. What you do with the intelligence is your business. We just make sure you have it first.
Guerilla Finance is a private, self-funded operation. We don't answer to venture capitalists, advisory boards, or quarterly earnings calls. We answer to our users. That means building sustainable infrastructure, not growth-at-all-costs moonshots.
Security isn't a feature — it's the foundation. Encrypted connections, authenticated APIs, rate-limited endpoints, containerized isolation. We handle financial data like it deserves to be handled: with the assumption that someone is always trying to break in.
