https://labintelligence.dev/en/index.html Verifiable workflows built from AI, automation and public data. One item per laboratory project. en Sat, 22 Aug 2026 16:59:20 +0000 Lab Intelligence v29.0 https://labintelligence.dev/en/projects/weather.html https://labintelligence.dev/en/projects/weather.html Weather · communication Wed, 19 Aug 2026 00:00:00 +0000 Turns public weather forecasts into an educational, readable and quality-controlled multi-city index. Multi-city grid and detail card. https://labintelligence.dev/en/projects/new-margin.html https://labintelligence.dev/en/projects/new-margin.html Energy · markets Wed, 19 Aug 2026 00:00:00 +0000 Measures the 3-2-1 crack spread, produces multi-horizon forecasts and preserves a mature-error track record. Margin snapshot, forecasts and metrics. https://labintelligence.dev/en/projects/market-overview.html https://labintelligence.dev/en/projects/market-overview.html Markets · monitoring Wed, 19 Aug 2026 00:00:00 +0000 Condenses cross-asset signals into regime, forecast, anomalies and a risk-on/risk-off view while keeping uncertainty visible. Regime, forecast, anomalies and risk map. https://labintelligence.dev/en/projects/ai-supply-chain.html https://labintelligence.dev/en/projects/ai-supply-chain.html Technology · value chains Wed, 19 Aug 2026 00:00:00 +0000 Reads the AI economy as a network of semiconductors, memory, data centres, power and cooling. Market pulse and relative-extension cards. https://labintelligence.dev/en/projects/satellite.html https://labintelligence.dev/en/projects/satellite.html Geospatial · event-driven Wed, 19 Aug 2026 00:00:00 +0000 A public Etna event triggers multi-source fusion and two indicative 12-hour atmospheric trajectories. Geospatial card with thermal, seismic and upper-air wind data. https://labintelligence.dev/en/projects/energy-crisis-thermometer.html https://labintelligence.dev/en/projects/energy-crisis-thermometer.html Energy · macro · automation Wed, 19 Aug 2026 00:00:00 +0000 Combines energy, logistics and financial stress into a traceable 0–100 index with drivers, forecast and state machine. Current gauge and coordinated driver history. https://labintelligence.dev/en/projects/etna-forecast.html https://labintelligence.dev/en/projects/etna-forecast.html Geoscience · AI/ML Wed, 19 Aug 2026 00:00:00 +0000 24-hour and 5-day probabilistic nowcasting with public multimodal data, strong baselines, a modality gate and declared degradation. Probability card and model-metrics card. https://labintelligence.dev/en/projects/bluesky-multisource.html https://labintelligence.dev/en/projects/bluesky-multisource.html AI · energy · communication Wed, 19 Aug 2026 00:00:00 +0000 Turns independent technology/AI and energy sources into bilingual Bluesky posts with original cards, traceability and copyright-aware controls. Two independent IT/EN root posts with up to two original cards per run. https://labintelligence.dev/en/projects/world-economy.html https://labintelligence.dev/en/projects/world-economy.html World economy · AI/ML · research Wed, 19 Aug 2026 00:00:00 +0000 Integrates macro and market data into a Global Economy Pulse, time-causal regimes, a structural graph, scenarios and forecasts with prequential selection, benchmarks and uncertainty intervals. Monthly pulse, causal/structural graph, regimes, scenarios, forecasts and evidence audit. https://labintelligence.dev/en/projects/etna-sentinel.html https://labintelligence.dev/en/projects/etna-sentinel.html Geoscience · monitoring · RPA/ML Wed, 19 Aug 2026 00:00:00 +0000 Automated relay of official VONA notices plus an educational wind-transport simulation combining INGV, Open-Meteo, NASA FIRMS/GIBS, pressure-level trajectories, infrastructure proximity and safety gates. VONA card, 12h trajectories, infrastructure alignment, data-quality and method cards; independent IT/EN root posts. https://labintelligence.dev/en/projects/hydrogen-route-observatory.html https://labintelligence.dev/en/projects/hydrogen-route-observatory.html Chemistry · hydrogen · energy Wed, 19 Aug 2026 00:00:00 +0000 Compares grey SMR, SMR+CCS and electrolysis using public/configured energy prices, chemical balances, emissions boundaries and break-even thresholds. Variable cost, modelled LCOH, operational intensity, CO₂/power/gas/PPA thresholds and sensitivities. https://labintelligence.dev/en/projects/ammonia-fertilizer-chain.html https://labintelligence.dev/en/projects/ammonia-fertilizer-chain.html Chemistry · fertilizers · commodities Wed, 19 Aug 2026 00:00:00 +0000 Propagates gas cost through the NH₃→urea chain while separating the physical calculation, nowcast and falsifiable M+1 forecast. Implied NH₃/urea cost, model-market spread, interval forecast and matured track record. https://labintelligence.dev/en/projects/italy-variable-renewables.html https://labintelligence.dev/en/projects/italy-variable-renewables.html Energy · renewables · forecasting Wed, 19 Aug 2026 00:00:00 +0000 Forecasts the Europe/Rome D+1 civil day for solar, wind and total VRE, normalising by capacity and archiving point-in-time vintages. P10/P50/P90, D+1 GWh, abundance index and OOS metrics versus baselines. https://labintelligence.dev/en/projects/process-sentinel.html https://labintelligence.dev/en/projects/process-sentinel.html Industry · process monitoring · anomaly detection Wed, 19 Aug 2026 00:00:00 +0000 Detects anomalies and faults on a generic dynamic chemical process using a frozen 28-day synthetic data (simulated data) benchmark, isolated truth and a drift-aware PCA + process-residual ensemble. State, anomaly score, contributors, detected/missed events, recall, false alarms, delay and benchmark readiness. https://labintelligence.dev/en/projects/virtual-analyzer.html https://labintelligence.dev/en/projects/virtual-analyzer.html Industry · quality · soft sensor Wed, 19 Aug 2026 00:00:00 +0000 Experimental soft sensor on synthetic data (simulated data): estimates product quality between laboratory assays with delay, noise, point-in-time controls, OOD detection and measurable abstention. Estimate/split-conformal interval, domain status, OOD check and frozen-benchmark context. https://labintelligence.dev/en/projects/energy-steam-optimizer.html https://labintelligence.dev/en/projects/energy-steam-optimizer.html Industry · utilities · optimization Wed, 19 Aug 2026 00:00:00 +0000 Optimises a modelled HP/MP/LP steam network with utility demand based on synthetic data (simulated data) and real/configured gas, power and carbon prices against a frozen reference dispatch policy. Reference/optimized cost, steam dispatch, direct-combustion ΔCO₂, LP shadow prices and perturbation-based MILP marginal values. https://labintelligence.dev/en/projects/etna-fusion.html https://labintelligence.dev/en/projects/etna-fusion.html Geoscience · multisensor fusion · AI/ML Wed, 19 Aug 2026 00:00:00 +0000 Fuses tremor, seismicity, thermal signals and event history with quality-adjusted weights; separates the 1h/6h Activity Nowcast from the 1d/5d VONA ash-positive forecast and keeps a prospectively verifiable ledger. Activity Index and band, data/sensor health, 1d/5d VONA forecast, prospective verification and adaptive learner in shadow mode. https://labintelligence.dev/en/projects/climate-comfort-hours.html https://labintelligence.dev/en/projects/climate-comfort-hours.html Weather · climate · data visualisation Wed, 19 Aug 2026 00:00:00 +0000 Turns 72-hour Open-Meteo forecasts into an hourly comparative outdoor-comfort map for 27 cities, with a permanent Siracusa focus, rotating city focus and explicit dominant issues. 24 hourly cells per city, 0–100 comfort score, comfort hours/best window, dominant issue, wind and waves where available, 72h cards and IT/EN threads.