Applied intelligence. Custom solutions. Relentless execution.
Hanaska Intelligence is a full-service data and AI consultancy that embeds with your team to solve the problems that matter. We start with the business problem — not the technology. Then we bring proprietary data collection, custom analytics, AI/ML engineering, production software, and hands-on consulting. Our data infrastructure grows every day. Our solutions compound. We build, we deploy, we coach, and we stay until it works.
Intelligence systems for complex decisions
Every product we build connects fragmented data sources into a single decision framework. Different domains, same architecture.
Market Intelligence
Multi-model analyst engine processing 703 securities across ORATS IV surfaces, options flow, FRED macro data, and Polymarket probabilities. Five AI analysts, three model providers, 90 days of context per run.
Enterprise Intelligence
AI-powered company research across 7 industries. SEC filings, earnings transcripts, technographic detection, and prediction market risk signals synthesized into actionable account intelligence. Containerized and cloud-deployed.
Real Estate Analytics
Land valuation screening across 609,000+ parcels. FEMA flood data, USDA soil analysis, infrastructure proximity, and automated HBU scoring — collapsing hours of manual GIS research into a 60-second screening workflow.
Commodities & Energy
17 commodity markets tracked daily. COT positioning, ORATS options surface, and geopolitical event monitoring fused into regime-aware trading signals. Live brokerage integration for portfolio management.
Macro & Event Signals
85 tracked macro events with multi-horizon probability snapshots. PM probabilities fused with options-implied pricing and FRED economic data. Automated event discovery and tiered collection.
Custom AI/ML Solutions
Bespoke intelligence systems built for your domain. We bring the data engineering, model architecture, and deployment infrastructure. You bring the business problem. From scoping to production in weeks, not quarters.
Academic rigor, commercial application
Calibration and Prospect Theory in Prediction Markets
Systematic documentation of the inverse-S calibration curve. PM prices are overconfident at extremes — consistent with prospect theory’s probability weighting function.
Adverse Selection and the Hump-Shape Pattern
The informed/uninformed trader gap peaks at intermediate conviction levels. A clean empirical isolation of the Glosten-Milgrom mechanism in prediction markets.
ML Probability Estimation vs. Market Prices
A stacking ensemble combining PM prices, options-implied probabilities, and microstructure features achieves 16% better calibration than any individual market.
Your data is fragmented. Your decisions don't have to be.
We build intelligence systems that connect your data sources into a single decision layer — deployed, containerized, and running in weeks.
View Services22 million data points. Five AI analysts. One clear signal.
Prediction market microstructure, options flow, macro regime modeling, and commodities analysis — all feeding a multi-model intelligence engine that runs autonomously.
Start a ConversationWeekly intelligence brief
Market signals, macro regime analysis, and intelligence system updates. What the data shows and what it means for the decisions that matter. No predictions. No noise. Just signal.
Also available on Substack. Free to start.