200 secteurs verticaux AI

Quarantadue.AI

200 secteurs verticaux AI de l'ecosysteme Quarantadue.

jurvetson · CC BY

200 GAME-CHANGING AREAS

Technologies for Human Advancement

Explore 200 vertical sectors AI technologies. Open each technology on Quarantadue.AI.

42 areas · 200 applications

Energy

CCUS AI

Capture, transport, storage, MRV and cost-curve.

Grids AI

Stability, demand response, congestion, resilience.

Wind AI

Layout, forecasting, predictive O&M, grid integration.

Hydrogen AI

Electrolysis, storage, transport, industrial uses.

Fusion AI

Plasma control and fusion experimental operations.

Geothermal AI

Reservoir characterization, drilling, seismic risk.

Heat AI

Heat pumps, process heat, thermal integration.

CSP AI

CSP AI - Advanced AI solutions for csp domain

Nuclear Energy

Nuclear engineering and Monte Carlo simulation workspace.

Small Modular Reactors

SMR engineering workspace.

Batteries AI

Batteries AI - Advanced AI solutions for batteries domain

Perovskites AI

Perovskite solar cell design and optimization.

Resources

Bioenergy AI

Feedstock, conversion, co-products, LCA impacts.

Rare Earths AI

Extraction, separations, traceability, REE recycling.

Critical Minerals Discovery AI

Geophysical/geochemical prospecting + site ranking.

Urban Mining AI

E-waste/scrap recovery, yield, purity, economics.

Materials Passport & Trace AI

Digital passports, provenance, compliance, ESG.

Space

Launch AI

Optimizes window, trajectories, risk and turnaround.

Satcom AI

Optimizes link, beamforming, routing and QoS.

Remote Sensing AI

Change detection, anomaly, geospatial intelligence.

Re-entry AI

Thermal, guidance, recovery, safety margins.

Orbital Debris AI

Collision prevention and satellite catalog management.

Aerospace

Propulsion AI

Engines, efficiency, degradation, predictive maintenance.

Hypersonic AI

Simulations, materials, control and validation.

Autonomy AI

Control, planning, fail-safe and human-in-the-loop.

Drones AI

Mission planning, swarm safety, geofencing, payload ops.

Flight Safety OS AI

Safety kernel for certification, audit, incident learning.

Sustainable Aviation AI

SAF, routes/contrails, non-CO2 emissions optimization.

Security

OSINT AI

Source collection/triage, trends, verification and context.

Anti-money Laundering AI

Transaction monitoring, suspicious activity detection.

Border AI

Flows, risks, capacity, decision support.

Cyber Defense AI

Detection, response, posture and continuous hardening.

Forensics AI

Evidence analysis, timeline, correlations, reporting.

Identity & Access AI

Zero-trust, access anomaly, account takeover reduction.

Defense

EW AI

Spectrum awareness and communications resilience.

Counter-terrorism AI

Early signals, patterns, prevention and coordination.

Wargaming & Simulation AI

Scenarios, strategic stress-tests, decision support.

C2 Decision Intelligence AI

Command-and-control decision support and situational awareness.

Industrial Mobilization AI

Industrial base mapping and surge capacity planning.

Information Ops Defense AI

Information operations defense and cognitive security.

Finance

Quant AI

Signals, portfolio construction, stress test, execution.

Treasury AI

Liquidity, cash forecasting, hedge policy, working capital.

Financial Crime Risk AI

Financial crime risk and case triage.

Risk & Policy

Insurance AI

Pricing, cat-risk, claims automation, prevention.

Policy Intelligence AI

Policy analysis, scenarios, consultations, implementation.

Advanced Materials

Semiconductors AI

Yield, process, metrology, defects and ramp-up.

Corrosion AI

Degradation prediction, coating, maintenance.

Photonics AI

Optical devices, routing, integration and testing.

Catalysts AI

Catalysis optimization for chemistry and energy.

Biomaterials AI

Bio-inspired materials for medicine and industry.

Metamaterials AI

Non-natural properties for advanced applications.

Manufacturing

Additive AI

DfAM, process parameters, defects, certification.

Robotics & Cells AI

Reconfigurable lines, cobots, safety and optimization.

Quality Digital Twin AI

Defects-to-causes, intelligent SPC, zero-rework.

Aging & Care Systems

Home Care Orchestrator AI

Home care coordination and visit planning.

Medication Adherence AI

Medication reminders, interactions, and compliance.

Fall & Frailty Prevention AI

Fall risk assessment and frailty prevention.

Social Isolation Sentinel AI

Early signals, community interventions, outcome tracking

Crypto & Privacy

PQC AI

Post-quantum migration, compatibility and crypto inventory.

Privacy Tech AI

ZK, MPC, controlled anonymity, policy-by-design.

Smart Contract Assurance AI

Formal analysis/bug, audit and runtime monitor.

Frontier Computing

Quantum AI

Mapping, error mitigation, workload selection.

Neuromorphic AI

Event-based, low-power, real-time learning.

Photonic/Analog AI

Optical/analog acceleration for inference and HPC.

Life Sciences

mRNA & Vaccines AI

Design, stability, formulation, scale-up.

Cheminformatics AI

Molecules, reactions, delivery, off-target, production.

Drug Discovery AI

Target-to-lead, ADMET, multi-param optimization.

Biologics & Antibodies AI

Design, developability, immunogenicity.

Synthetic Biology AI

Biological circuits, biofoundry, strain engineering.

Gene Therapy AI

Gene therapy research and development.

Health

Clinical Decision Copilot AI

Decision support with guidelines + evidence.

Medical Imaging AI

Triage, priority, quality, time reduction (with audit).

Hospital Ops AI

Bed management, shifts, flow, wait reduction.

Remote Care & RPM AI

Continuous monitoring, smart alerts, adherence.

Clinical Trials Ops AI

Recruitment, protocol adherence, signal detection.

Prevention & Longevity AI

Individual risk, interventions, personalized coaching.

Environment & Climate

Carbon MRV AI

Credible measurement/verification (no greenwashing).

Nature-Based Solutions AI

Design and monitoring of natural interventions.

Industrial Decarb Planner AI

Paths for plants, capex/opex/CO2.

Extreme Risk Forecast AI

Extreme events, vulnerability and alerts.

Adaptation Portfolio AI

Investment priorities and resilience.

Desertification Reversal AI

Dryland restoration and land degradation reversal.

Biodiversity & Ecology

Biodiversity Sensing AI

Bioacoustics/vision for species and trends.

Habitat Restoration AI

Restoration plans + outcome monitoring.

Invasive Control AI

Early detection and containment.

Pollinator Health AI

Pollinator risk and interventions.

Protected Areas Planner AI

Area priorities and ecological corridors.

Ecosystem Services AI

Ecosystem service valuation and management.

Agriculture & Food Systems

Precision Agriculture AI

Variable input, yield, stress.

Soil Intelligence AI

Soil carbon, microbiome, fertility.

Supply Yield Forecast AI

Shock and volatility forecasting.

Alt-Protein Scale AI

Fermentation, bioprocess, cost/kg.

Water & Sanitation

Desalination AI

Optimizes RO/thermal, fouling, energy and maintenance.

Leak & NRW AI

Reduces non-revenue water with detection and priority.

Microplastics AI

Detection, removal, supply chain tracking.

Water-Energy Nexus AI

Minimizes kWh/m3 and CO2 of the entire cycle.

Oceans & Marine Systems

Coastal Risk AI

Erosion, subsidence, coastal adaptation.

Ocean Pollution AI

Plastics/chemical spills: detection and response.

Marine Biodiversity AI

Hotspots and protection.

Port Eco-Ops AI

Port emissions, traffic and air quality.

Transportation & Mobility

Traffic Control AI

Traffic lights, lanes, incident response.

EV Fleet AI

Charging, battery degradation, TCO.

Freight Routing AI

Multi-objective cost/time/CO2.

Aviation Ops AI

Turnaround, delays, gate/slot optimization.

Urban Planning & Housing

Zoning Simulation AI

Density/services/mobility impacts.

Affordable Housing AI

Project pipeline, costs, equity criteria.

Urban Heat AI

Urban heat mitigation (albedo, green, shade).

Permitting Copilot AI

Faster and traceable permitting processes.

Infrastructure & Construction

Structural Health AI

Sensors, degradation, intervention priorities.

Resilience Stress-Test AI

Climate, seismic, interdependencies.

Concrete Decarb AI

Low-CO2 mix design and performance.

Construction Risk AI

Safety, delays, claims prevention.

Supply Chain & Logistics

Inventory Autopilot AI

Levels, service rate, cash.

Disruption Early-Warning AI

Geopolitical/weather/supplier risk.

Supplier Trust AI

Quality, compliance, traceability.

Supply Chain Management AI

End-to-end supply chain optimization.

Business Process Innovation

Compliance AI

Controls, evidence, audit trails, remediation.

Strategy AI

Vision, objectives, portfolio and metrics.

Assets AI

Acquire/dispose, maintenance, lifecycle value.

Partnerships AI

Ecosystems, suppliers, alliances, performance.

Product AI

Discovery-to-roadmap-to-pricing, feedback loops.

Supply AI

Physical supply chain planning.

Talent & Org AI

Skill graph, org design, IT enablement.

Finance AI

Financial management and accounting processes.

Support AI

Customer and internal support processes.

Technology AI

IT and technology management processes.

Sales AI

Sales and customer acquisition processes.

Service Delivery AI

Service delivery and customer success processes.

Architecture, Engineering & Building

Briefing AI

Design requirements, feasibility, and cost targets.

Tender AI

Bid, offer comparison, contractual risk.

Concept Design AI

Generative design, geometric/material options.

Design Development AI

BIM enrichment, clash detection, value engineering.

Construction Docs AI

Documentation, compliance, quantities and revisions.

Production AI

Prefab, procurement, supply and traceability.

Site AI

Progress, safety, quality, schedule control.

Testing & Delivery AI

Commissioning, handover, as-built.

Facility Management AI

O&M, energy ops, continuous digital twin.

Education & Learning

Adaptive Tutor AI

Personalized tutor with mastery tracking.

Lesson Planner AI

Lessons, rubrics, feedback.

Assessment Integrity AI

Authentic assessment + anti-cheating.

Inclusion Learning AI

DSA, accessibility, adaptations.

Psychology & Behavioral Science

Behavior Change AI

Habits, adherence, ethical nudges.

Addiction Support AI

Relapse prevention, personalized plans.

Decision Science AI

Bias, complex choices, debiasing.

Team Dynamics AI

Conflicts, collaboration, climate.

Sleep & Recovery AI

Recovery and cognitive performance.

Sociology & Demography

Demographic Forecast AI

Birth rates, migration, aging, services.

Inequality Mapping AI

Equity, access.

Social Cohesion AI

Polarization, trust, community interventions.

Ethics & Philosophy

Value Alignment AI

Objectives, trade-offs, value consistency.

Consent & Agency AI

Consent, user control, reversibility.

Ethical Impact AI

Ex-ante/ex-post assessments and accountability.

Trust & Provenance Infrastructure

Provenance Ledger AI

Data and model provenance tracking.

Reality Check AI

Multi-source verification and contradiction detection.

Deepfake Forensics AI

Synthetic media detection and forensic analysis.

Model Output Audit AI

AI model decision tracking and accountability.

Governance & Public Administration

Policy Drafting AI

Policy drafting support.

Eligibility AI

Service access with equity and audit.

Procurement Integrity AI

Anti-corruption, anomalies, transparency.

Service Delivery AI (Gov)

Reduced times and bottlenecks.

Biosecurity & Pandemic Preparedness

Outbreak Early-Signal AI

Multi-source outbreak signal detection and triage.

Lab Capacity & Surge AI

Lab capacity optimization and surge management.

Vaccine/Drug Scale-Up AI

Pharmaceutical supply chain and yield optimization.

Wastewater Epidemiology AI

Pathogen surveillance via wastewater analysis.

International Relations & Diplomacy

Treaty Analysis AI

Clauses, obligations, scenarios.

Sanctions Impact AI

Economic and supply chain effects (analysis).

Conflict Early-Warning AI

Multi-source signals and prevention.

Critical Infrastructure Continuity OS

Cascade Simulator AI

Infrastructure cascade and domino effect analysis.

Restoration Planner AI

Recovery operations and restoration planning.

Emergency Comms AI

Emergency messaging and multi-channel delivery.

Resilience Investment Optimizer AI

Infrastructure investment and risk optimization.

Climate Capital & Transition Finance

Transition Plan Builder AI

Climate transition roadmap and sequencing.

Asset Stranding Risk AI

Stranded asset risk and scenario stress testing.

Supply Chain Emissions AI

Scope 3 emissions analysis and decarbonization.

Project Bankability AI

Project finance risk and revenue modeling.

Moonshots

Longevity Rejuvenation AI

Multi-omics longevity research and interventions.

Autonomous Science AI

Automated hypothesis generation and experiment planning.

Universal Pathogen Defense AI

Pan-pathogen defense and rapid response platforms.

Radical Climate Repair AI

High-leverage climate interventions and CO2 removal.

Space Settlement Systems AI

Space habitat and closed-loop life support systems.

Human Rights & Social Inclusion

Equity Monitor AI

AI/process with metrics.

Inclusion Services AI

Support/benefit/assistance matching.

Hate & Harassment Response AI

Triage and mitigations.

Crisis Vulnerability AI

Identifies at-risk groups in emergencies.

Public Safety & Criminology

Emergency Dispatch AI

Call triage and priority.

Hotspot Prevention AI

Targeted environmental interventions.

Fraud Victim Support AI

Victim assistance and recovery.

Incident Analytics AI

Patterns and post-event learning.

Disaster Risk & Emergency

Early Warning AI

Multi-hazard alerts and decision thresholds.

Evacuation Routing AI

Routes, capacity, fragilities.

Relief Logistics AI

Supplies, last mile, cold chain.

Recovery Portfolio AI

Reconstruction priorities and social ROI.

Communication & Media

Mis/Disinformation AI

Detection, contextualization, response.

Fact-to-Narrative AI

Communicates complex data without distortion.

Media Literacy AI

Personalized educational paths.

Copyright & Rights AI

Rights management and licensing.

Linguistics & Language

Sign Language AI

Bidirectional translation (with caution and audit).

Pragmatics & Culture AI

How to say it (tone, implicature, context).

Speech Accessibility AI

Subtitles, diarization, clarity enhancement.

Terminology OS AI

Company glossaries and multilingual consistency.