Connect external events to market and trading context.
AI continuously identifies relevant public events across the internet — news, social media posts, prediction markets, and influencer-driven attention — and places them in temporal and analytical context, without turning association into causation.
EVENT INTELLIGENCE
From public signal to analytical window.
Capture the source, resolve what it references, measure how it propagates, and align market activity within a clearly defined time window.
ILLUSTRATIVE EVENT RECORD · PUBLIC ANNOUNCEMENT
Source verified Timestamped in UTC Rights retained
MONITOR
News + public sources
→
RESOLVE
Issuers + instruments
→
PROPAGATION
Reach + influence
→
IMPACT
Price + volume + volatility
→
OUTCOME
Markout + economic result
CONNECTED EVENT VIEW · source, market response, and activity are preserved as distinct evidence layers.
INTERPRETATION & PROVENANCE
Use precise language. Preserve the evidence chain.
Describe temporal relationships accurately while retaining the metadata needed to reproduce and review the analysis.
PRESERVED EVIDENCE CHAIN
01
SOURCE
Publisher · original URL
Source rights
02
CAPTURED
Retrieved 08:42:17 UTC
Content hash
03
RESOLVED
Issuer · security · people
Resolution confidence
04
TIMESTAMPED
Event and activity normalized
Timezone
05
LINKED
Analytical window applied
Method version
REVIEWABLE EVIDENCE
Every analytical conclusion remains traceable to its underlying source and transformation history.
LANGUAGE FRAMEWORK
USE
Associated with the event
Occurred before or after
Temporally aligned
Observed within the window
DO NOT CLAIM
−The event caused the activity
−The pattern proves intent
−The result is a conclusion about conduct
−The timing establishes coordination
⚠ TEMPORAL RELATIONSHIP ≠ CAUSAL CONCLUSION
Evidence supports review and prioritization; it does not independently establish intent or wrongdoing.
Illustrative sources, entities, instruments, events, and metrics
WATCH IT HAPPEN
An influencer stock pick, flagged in real time.
A live stream, a $100,000 bet, a swarm of small buy orders — and the MNC dashboard flagging the manipulation as it unfolds. Illustrative — a fictional scenario.
