Pronto ledningen

pronto.stream · knowledge hub

35 Citable Fusion Data Products & Real-Time Formulas

Knowledge Hub / Intelligence Fusion
TECHNICAL CATALOGUE · QUANT & PHYSICAL DERIVATIONS
Published by pronto.stream Systems Engineering Team • Updated September 2026 • 35 PRODUCTS • ZERO INVENTED SCORES

A single-domain feed cannot see a compound event: a grid operator's data does not know about the storm, and a market feed does not know that two agencies disagree about an earthquake. pronto.stream computes 35 fusion products across diverse physical, environmental, macro, and financial streams arriving on one synchronized clock.

Each product implements a published, externally validated index or model, and explicitly cites the correlation IDs of the underlying signals it was computed from. A product with missing live inputs returns nothing rather than interpolating or inventing a value.

The Catalogue's Central Honesty Guarantee: Attribution & Scope

Every fusion output emits an explicit Attribution and Scope. Published indicates a faithful implementation of an external, citable index (e.g. NOAA, EPA, Estrella-Mishkin). Composed indicates authoritative published inputs combined by a transparent decision rule disclosed in the documentation. The scope states whether an answer applies to a single sensor (point), an event (event), a market (regional), or the entire world (global).

01
01

Selected Core Formulas and Methods

Every formula below is the exact derivation executed by the Go and Rust compute engines:

1. grid_carbon_arbitrage — Grid Carbon Differential Energy · Composed
The simultaneous difference in average carbon intensity between connected grids, computed from each operator's official published figures and deduplicated to prevent double-counting. 
differential = max(intensity_grid) - min(intensity_grid)   # gCO2/kWh, same hour
2. sahm_recession_indicator — US Recession Onset Macro · Published (FRED / Sahm 2019)
The Sahm Rule Recession Indicator published by the Brookings Institution and FRED. Triggers when the 3-month moving average of the US unemployment rate rises 0.50 percentage points above its minimum during the previous 12 months. 
sahm = MA3(U3) - min(MA3(U3) over trailing 12 months)      # triggers at >= 0.50 pp
3. wbgt_heat_stress — Occupational Heat Stress Climate · Published (BOM / ISO 7243)
Simplified Wet Bulb Globe Temperature published by the Australian Bureau of Meteorology, using Magnus-Tetens vapour pressure calculations and ISO 7243 occupational exposure standards. 
sWBGT = 0.567 * Ta + 0.393 * e + 3.94                      # e = vapour pressure, hPa
4. space_weather_ops — Space Weather Operations Space · Published (NOAA)
The NOAA Space Weather Scales: Geomagnetic Storms (G-scale 1-5 from the planetary Kp index) and Solar Radiation / Radio Blackouts (R-scale 1-5 from GOES satellite X-ray flux). 
G = NOAA_G_scale(Kp)        R = NOAA_R_scale(GOES X-ray class)
5. cyber_exploitation_risk — Cyber Exploitation Risk Security · Composed (EPSS + CISA KEV)
Expected exploit severity rather than raw CVSS score. Weights the base CVSS metric by the FIRST EPSS probability of weaponisation, or fixes probability at 1.0 when CISA lists the CVE as Known Exploited. 
expected_severity = P(exploit) * CVSS / 10                  # P from EPSS, or 1.0 if KEV-listed
6. crypto_cross_rate_dislocation — Crypto Cross-Rate Arbitrage Crypto · Published (Cassel 1918 / Law of One Price)
Evaluates triangular cross-rates across multiple global spot venues (Bitstamp, Kraken, Binance, Coinbase) and fiat currencies (USD, EUR, GBP) simultaneously to detect structural order book dislocations. 
dislocation_bps = abs((price_A_fiat1 / price_B_fiat1) - (fx_mid_fiat1_fiat2)) * 10000
7. seismic_solution_consensus — Multi-Agency Seismic Consensus Hazards · Composed (USGS, EMSC, JMA, BMKG)
Associates independent rapid solution estimates for a single seismic event across independent national seismological agencies, reporting discrepancies in epicentral coordinates, depth, and magnitude. 
consensus_spread = max(mag_agency) - min(mag_agency)       # epicentral delta in km
02
02

Complete Catalogue of 35 Products

These are the product identifiers accepted by the MCP tool get_fused_signal and the HTTP API. The full catalogue can be probed live using the list_fusion_products tool:

  • air_quality_health_index — US EPA AQI piecewise-linear breakpoint transform for PM2.5 (2024 revised standards).
  • aviation_network_stress — FAA flight categories (VFR/MVFR/IFR/LIFR) aggregated across simultaneously observed hub airports.
  • compound_hazard_convergence — Concurrency of independent active hazards per the UNDRR/IPCC compound-event framework.
  • crypto_cross_rate_dislocation — Cross-venue triangular arbitrage and implied rate dislocations across multi-fiat books.
  • cyber_exploitation_risk — Expected vulnerability severity: P(exploit via EPSS) × CVSS / 10, boosted by CISA KEV status.
  • cyber_physical_exposure — Co-occurrence of CISA KEV-listed operational-technology vendor vulnerabilities with live grid conditions.
  • disease_burden_distribution — Cross-country distribution of national incidence-rate series with median and IQR bounding.
  • epidemic_growth_rate — Exponential reproduction and doubling rate r = ln(I_t / I_0) / dt per Anderson & May.
  • felt_intensity — Atkinson & Wald (2007) instrumental Modified Mercalli Intensity prediction equations.
  • fire_danger_index — Chandler Burning Index computed from ambient temperature and relative humidity.
  • fixing_drift — Basis-point spread between continuous FX spot mid-rates and official daily central bank fixings.
  • fx_reference_rate_consistency — Cross-currency triangle consistency across independent central bank reference rates.
  • generation_mix_diversity — Shannon-Wiener diversity and Pielou evenness index of the live electrical generation fuel mix.
  • global_news_attention — Scaled editorial coverage share per Baker, Bloom & Davis (2016) and Caldara & Iacoviello (2022).
  • grid_carbon_arbitrage — Real-time cross-grid average carbon intensity differential (gCO2/kWh) for clean energy dispatch.
  • herd_immunity_gap — National vaccination herd immunity coverage gap: HIT = 1 - 1/R0.
  • insider_filing_cluster — SEC Form 4 insider transaction clustering across corporate issuers within rolling windows.
  • macro_stress_index — Okun Misery Index (unemployment + CPI), real rates, and Treasury term spreads.
  • neo_kinetic_energy — Near-Earth Object kinetic energy: E = 0.5 × ρ × (π/6) × d3 × v2 (Collins et al. 2005).
  • news_response_latency — Elapsed time between an authoritative hazard signal and its first verified appearance in global press wires.
  • preston_health_efficiency — National life expectancy vs GDP per capita return (Preston curve, 1975).
  • recession_risk_12m — Estrella-Mishkin (1998) 12-month forward US recession probability probit on the 10y-3m Treasury spread.
  • research_momentum — Emerging scientific topic velocity based on citation accrual acceleration across arXiv preprints.
  • sahm_recession_indicator — Real-time US recession onset indicator based on the 3-month trailing unemployment moving average.
  • sea_state_index — WMO Beaufort wind scale and Douglas sea state classification based on significant wave height.
  • seismic_activity_cluster — Spatio-temporal cluster density and peak magnitude across the active earthquake observation window.
  • seismic_energy_release — Gutenberg-Richter magnitude-energy equivalence relation: log10(E) = 4.8 + 1.5M (Joules).
  • seismic_population_exposure — Aggregated population within the damage radius of active earthquakes using GeoNames municipal datasets.
  • seismic_solution_consensus — Multi-agency origin time, hypocenter, and magnitude agreement between USGS, EMSC, BMKG, and JMA.
  • sovereign_debt_dynamics — IMF sovereign debt trajectory: Δ(debt/GDP) = (r - g)/(1 + g) × debt/GDP - primary balance.
  • space_weather_ops — NOAA space weather scales: geomagnetic storms (G1-G5) and solar radiation flares (R1-R5).
  • taylor_rule_policy_gap — Classic Taylor (1993) monetary policy rate benchmark vs actual central bank policy targets.
  • thermal_stress_index — NWS Heat Index (Rothfusz 1990) and Wind Chill equivalent temperature bounds.
  • uv_exposure_index — WHO/WMO Global Solar UV Index category classification and dermal exposure warnings.
  • wbgt_heat_stress — Wet Bulb Globe Temperature (sWBGT) occupational heat danger metric per ISO 7243 standards.