I’m interested in how teams capture an edge. A single piece of information can create just a sliver of a gap - enough for an arbitrage opportunity.
Take the alternative data space: spending reached $2.8 billion last year, with an estimated 17 of the 20 leading hedge fund managers using two or more data sets. These signals, whether social media sentiment, satellite images, or credit card transaction data, can reveal a deeper story about user behavior and market dynamics.
In 2020, Ursa Space helped investors find that sliver by tracking oil storage capacity during the price crash. Its satellites used synthetic aperture radar (SAR) to see through clouds and darkness, while algorithms measured the shadows and height of floating tank roofs. That data was then converted through geometry into precise estimates of oil volumes - down to the number of barrels in storage.
I’m excited to introduce Action Intel - an emerging company bringing new visibility to the inland waterway space with live towboat positioning, transit intelligence, predictive water-level monitoring, and freight forecasting, anchored by a network of strategically placed cameras and sensors that capture information even satellites miss. The company’s Louisville roots offer a meaningful geographic advantage. Kentucky sits at the confluence of the Ohio, Mississippi, and Tennessee River systems, giving Action Intel close proximity to barge operators and critical river infrastructure that coastal competitors lack.
The U.S. inland waterway system moves 465 million tons of freight worth more than $158 billion annually, yet most operators still coordinate by phone and spreadsheet. Action Intel delivers continuous, verified visibility that satellite and AIS-only solutions can't match. Its product suite provides real-time towboat positioning, dynamically updated arrival estimates, 12-week freight forecasts, and API-delivered data on tow mileage, load status, and cargo volumes - turning fragmented river activity into a live data layer.
Where things get interesting is beyond serving river operators directly. The same underlying dataset has natural extensions into financial and risk markets more broadly - anywhere physical movement on the river system informs pricing or exposure decisions. Twelve-week freight forecasts and real-time barge accumulation heatmaps provide an early view of barge rates before those moves surface in official weekly indices, giving market participants an earlier read on where basis markets are heading. The same API-delivered time series - tow traffic, load status, cargo volumes - can serve as a continuously refreshed input for quantitative models around physical commodity flows, converting river activity directly into a tradeable signal set. And when disruptions hit - low-water restrictions, lock failures, flood closures - Action Intel can quantify their severity ahead of any official notice, providing market participants a real-time read on conditions rather than waiting on lagging reports.
As more operators, sensors, and workflows come online, Action Intel has the opportunity to become the system of record for inland waterway intelligence - the infrastructure that turns physical activity across the river system into a continuously updated source of operational and financial intelligence.
