Teginal AI deploys a specialized LLM layer to analyze global information flows in real-time — identifying market inefficiencies before they're reflected in prices.
We've built a closed loop that turns raw global information into actionable market positions — faster than any human analysis can.
Continuous monitoring of global information flows — news, data releases, social signals, and emerging events — across hundreds of sources simultaneously.
A specialized LLM layer processes and synthesizes signals in real-time, distinguishing noise from genuine market-moving information with precision.
Proprietary models surface mispriced probabilities in prediction markets — inefficiencies that exist only for a narrow window before consensus catches up.
Positions are sized and executed to capture asymmetric returns, bridging the gap between emerging information and market pricing.
Most market participants react to information after it's already priced in. We operate in the window before that happens.
Our system processes a breadth of signals no human team can match — synthesizing cross-domain data points into a coherent market view ahead of consensus.
The window between emerging information and efficient pricing is measured in minutes or hours. Our infrastructure is engineered to operate inside that window.
Unlike traditional finance, prediction markets reward accuracy over speed alone. Our LLM layer is purpose-built to assess real-world outcome probabilities.
Every market outcome feeds back into our models — sharpening the signal-to-noise distinction and improving probability calibration over time.
Asymmetric bets require disciplined sizing. Our system calibrates position risk against confidence and market liquidity to protect capital while maximizing upside.
Geopolitics, macroeconomics, technology, and social dynamics all feed into prediction markets. We monitor them all — no domain blind spots.
Teginal AI is approaching its first public release. Leave your email to be first in line when we open access.
Whether you're an investor, a potential partner, or just curious about what we're building — we'd love to hear from you. Reach out directly or use the form.