Intelligence layer

Data
Sources

Nine real-world signal classes — continuously ingested, entity-linked, and assembled into a machine-readable model of the economy.

9 source classes500k+ sites40+ languagesReal-time feeds

Source modules

Filings & Earnings

Financial Reports

Direct ingestion of SEC filings, quarterly earnings, and annual reports — structured into entity-linked fundamental intelligence records.

FrequencyReal-time + batchGranularityFiling-levelCoverageGlobal listed equities

Signal ↗ Management sentiment shifts in 10-K risk sections detected ahead of guidance revisions.

Global Intelligence Feed

News & Events

Real-time streams across 40+ languages — parsed, de-duplicated, and structured into typed event candidates with entity linkage.

FrequencySub-minuteLanguages40+TypeEvent-driven

Signal ↗ Regional labor strikes flagged as company-level risk 18 hours before press coverage.

Geospatial Entity Layer

Company Locations

Precise mapping of 500 k+ corporate headquarters, stores, warehouses, and factories — continuously reconciled against company registries.

Coverage500k+ sitesGranularityCoordinate-levelTypeGeospatial

Signal ↗ Retail footprint overlap modelled during merger announcements for site-level risk.

Atmospheric Signals

Weather

Hyper-local historical and forecast data — integrated into consumption, logistics, and energy models at sub-municipality granularity.

FrequencyHourlyGranularitySub-municipalityProviderSMHI + ECMWF

Signal ↗ Unseasonal temperature deviations quantified against retailer sales-per-location baselines.

Movement Intelligence

Traffic & Mobility

Real-time transit patterns and foot-traffic proxies — translated into physical-activity signals for industrial and consumer sectors.

FrequencyReal-timeResolutionRoute-levelTypePhysical-activity proxy

Signal ↗ Highway congestion correlated with port-departure delays across Nordic logistics corridors.

Statistical Feeds

Macro & SCB Data

Direct feeds from SCB, Eurostat, and the Federal Reserve — normalised, time-aligned, and linked to relevant entities and geographies.

FrequencyMonthly + quarterlyCoverageEU + US macroTypeStatistical / official

Signal ↗ CPI acceleration in localised housing markets detected 6 weeks before national revision.

Corporate Actions

IPO & Market Calendars

Comprehensive tracking of upcoming listings, dividend dates, earnings windows, and index rebalancing events.

FrequencyIntradayCoverageGlobal marketsTypeCorporate actions

Signal ↗ Quiet-period expirations of high-growth IPOs modelled against short-interest dynamics.

Logistics Intelligence

Supply Chain Signals

Propagation chains monitored through bills of lading and industrial logistics data — surfacing upstream disruption before earnings impact.

FrequencyDailySourceB/L + port dataTypePropagation model

Signal ↗ Semiconductor delivery delays predicted through port-level congestion signals 3 weeks out.

Visual Intelligence

Satellite & Geospatial

Orbital-platform imagery processed into quantitative outputs — monitoring physical inventory levels and industrial output changes.

RevisitDaily–weeklyModalitiesOptical + thermalTypeVisual intelligence

Signal ↗ Refinery utilisation estimated through thermal and visual change detection.

Intelligence pipeline

From raw signals to decision intelligence

Every source object passes through a deterministic pipeline before becoming actionable intelligence. No black-box fusion. Every step is traceable.

Source Object

Raw signal ingested and typed

Normalization

Schema & time-alignment

Entity Linking

Connected to company graph

Context Modeling

Causal context assembled

Orion Output

LLM-ready intelligence object