Research & Insights
Our research, our findings, and what others are saying about redr labs. Written for allocators, clients, colleagues, and anyone curious about how we build.
Turns out, managing bots is just as annoying as managing people
“You can’t just chuck an agent into a Citadel or a big multi-strat firm, and expect everything to be compliant.”
Founder Nicholas Cohen in Business Insider, on why compliance for AI agents starts with the data.
When the grid strains, natural gas reverses
A regime-gated model that links ISO grid stress to reversals in natural gas futures, tested across 10,000 Monte Carlo simulations.
Running the full stack
Event-driven, serverless compute that only runs when it is triggered, which keeps the energy footprint of the whole system small.
Reading refinery heat from orbit
How thermal detections across 25 Gulf Coast refinery sites, and radar measurements above salt-cavern storage, feed the signal models.
Billions to trillions of data points, and growing every day
Grid feeds, satellite imagery and every value derived from them, collected and analyzed since May 2025.