Every signal is backed by a sourced, confidence-scored atom in a live knowledge graph. No hallucinations — the copilot only asserts what the data supports.
01
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Epistemic grounding
Every signal carries a subject, predicate, object, confidence score, and source. Ask where any answer came from — the system tells you exactly.
KNOWLEDGE GRAPH
02
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22 live data sources
yFinance, FRED, EIA energy, GDELT geopolitical tension, UCDP conflict, USGS seismic, SEC filings, FCA shorts — all fused into one graph, continuously.
MULTI-SOURCE FUSION
03
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Calibrated signals
Signals come with conviction tiers, signal quality scores, macro confirmation flags, and geo-risk exposure. Know how much weight to place on each call.
CONFIDENCE-WEIGHTED
04
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Geopolitical risk layer
When Middle East tension spikes, every oil major in your portfolio gets flagged automatically. Before you have to ask. Before the news catches up.
GEO-RISK ENRICHMENT
05
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Portfolio-aware chat
The copilot knows your holdings, cost basis, risk profile, and current regime. Ask "what's my biggest risk right now?" and get a grounded answer, not a generic one.
PERSONALISED CONTEXT
06
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Causal shock engine
A macro event fires — EIA energy shock, GDELT bilateral tension spike — and the engine propagates the impact to related equities automatically, in real time.
CAUSAL PROPAGATION