Opportunity Radar

Where technical capability, quantified economic need, technological regimes, and bottleneck states meet — a full-stack translation radar.

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technologies with real economic-need datahigh-capability, not-yet-evidencedvalley-of-death capital gaps

Technological Regimes: Classifies industries into Entrepreneurial (Schumpeter Mark I) vs. Routinized (Schumpeter Mark II) regimes, explaining why capital-intensive physics/semiconductor sectors demand basic science while software recombines existing tools.

5-Stage Bottleneck State Machine: Pinpoints whether a technology is Science Blocked, Enablement Blocked, Valley of Death, Regime Mismatch, or Commercially Diffusing.

TechnologyIndustryRegimeCapabilityEconomic NeedAdoption EventsTranslation LatencyBottleneck StateHurdle Tier
Shape Memory AlloysSmart Metalshybrid
Commercially Diffusing
Low capability, has evidence
Self-Driving VehiclesAutonomous Mobilityhybrid*
Commercially Diffusing
High capability, has evidence
AI Materials DiscoveryComputational Materialshybrid
Commercially Diffusing
High capability, has evidence
Quantum DotsNanomaterials & Optoelectronicshybrid*
Commercially Diffusing
High capability, has evidence
General-Purpose RoboticsRobotics & Physical AIhybrid
Commercially Diffusing
Low capability, has evidence
High-Entropy AlloysAdvanced Alloyshybrid—
Commercially Diffusing
Insufficient data
Neural InterfacesNeurotechnologyhybrid*
Commercially Diffusing
High capability, has evidence
Generative AIArtificial Intelligenceroutinized
Commercially Diffusing
High capability, has evidence
Foundation ModelsArtificial Intelligenceroutinized
Commercially Diffusing
Low capability, has evidence
MetamaterialsEngineered Structureshybrid—*
Commercially Diffusing
Insufficient data
Graphene2D Materials & Nanomaterialshybrid*
Commercially Diffusing
High capability, has evidence
MXenes2D Materials & Nanomaterialshybrid—*
Commercially Diffusing
Insufficient data
Gene EditingGenomicshybrid*
Commercially Diffusing
High capability, has evidence
Autonomous AgentsArtificial Intelligenceroutinized
Commercially Diffusing
Low capability, has evidence
Next-Gen BatteriesEnergy Storageroutinized
Commercially Diffusing
High capability, has evidence
Self-Healing PolymersSmart Materialshybrid—
Commercially Diffusing
Insufficient data
Nuclear FusionClean Energy Generationhybrid
Commercially Diffusing
Low capability, has evidence
Perovskite Solar CellsPhotovoltaic Materialshybrid
Commercially Diffusing
Low capability, has evidence
Recurrent Neural Networks (LSTM)Artificial Intelligenceroutinized—
Commercially Diffusing
Insufficient data
AI-Accelerated Drug DiscoveryDrug Developmenthybrid
Commercially Diffusing
Low capability, has evidence
Quantum ComputingSemiconductorsroutinized*
Commercially Diffusing
Low capability, has evidence
Nuclear FissionNuclear Energy Generationroutinized
Commercially Diffusing
Low capability, has evidence
NanocelluloseBio-Based Materialshybrid
Commercially Diffusing
Low capability, has evidence
Metal-Organic FrameworksPorous Materialshybrid
Commercially Diffusing
High capability, has evidence
AerogelsUltra-Lightweight & Insulation Materialshybrid
Commercially Diffusing
High capability, has evidence
Convolutional Sequence Models (ConvS2S)Artificial Intelligenceroutinized—
Valley of Death
Insufficient data
mRNA PlatformDrug Developmenthybrid
Commercially Diffusing
High capability, has evidence
AI HardwareArtificial Intelligenceroutinized—
Valley of Death
Insufficient data
Carbon FiberAdvanced Compositeshybrid
Commercially Diffusing
Low capability, has evidence
Advanced Chip ManufacturingSemiconductorsroutinized—
Valley of Death
Insufficient data
Advanced Semiconductor FabricationSemiconductorsroutinized
Commercially Diffusing
High capability, has evidence