Real-Time Ingestion
Live Intelligence Feed
Every signal, categorised instantly. Urgent, Breaking, and Hot news enriched with AI impact analysis the moment it lands — no lag, no noise.
Avg. latency
< 2s
Sources/day
8,000+
Categories
3 tiers
HemloOpen AppPlatform Capabilities
Every edge you need. In one platform.
Hemlo combines real-time data ingestion, massively parallel AI consensus modelling, and prediction market integration to give analysts, traders, and strategists a genuine informational edge.
AI Architecture
Mirofish Consensus Engine
Generators propose, Critics challenge, Arbiters decide. Three layers of specialised AI agents debate every possible outcome simultaneously before a final probability is written.
GeneratorProposes initial outcome hypothesis
CriticChallenges data and logic of proposals
ArbiterWeighs all positions, writes final verdict
Alpha Generation
Discover Divergence
The percentage spread between human betting odds and Hemlo's simulated AI probability. A high positive divergence is your signal that markets are mispriced — and where the edge lives.
Trump re-elected 2028
Hemlo 71% · Market 48%
BTC > $150k by Dec
Hemlo 64% · Market 52%
Recession by Q3 2026
Hemlo 53% · Market 31%
TSLA > $400 EOY
Hemlo 29% · Market 41%
Equities & Crypto
Stock & Asset Sentiment
Feed any ticker into the engine. Hemlo analyses macro data, earnings catalysts, and social velocity to simulate how market sentiment will shift before the move happens.
Tickers tracked
5,000+
Data sources
News, X/Reddit, SEC
Sim time
~3 min avg
Output
Probability + Chart
Strategic Analysis
Geopolitical War-gaming
Model cascading consequences across nation-states, alliances, supply chains, and commodity markets. Ask complex what-if questions and receive structured probability trees.
Iranian regime collapse38%
US-China Taiwan standoff27%
EU energy crisis recurrence51%
Transparency
Deep Simulation Reports
Every simulation outputs a full audit trail — not just a probability. Hemlo documents every agent's position, every critic challenge, and the exact reasoning the Arbiter used. Explainability built-in.
Avg. agent rounds
4–7
Bias detection
Built-in
Export formats
JSON / PDF
Confidence score
0–100%
Dissenting views
Logged
Report structure
Ranked verdicts