CORRELATION BETWEEN TECHNOLOGIES AND TRENDS WILL TRANSFORM THE FUTURE OF INDUSTRIES

ADVANCED MANUFACTURING AND AUTOMATION: KEY OBSERVATIONS

CHEMICALS AND ADVANCED MATERIALS: KEY OBSERVATIONS

ENERGY AND UTILITIES: KEY OBSERVATIONS

ENVIRONMENT AND SUSTAINABILITY: KEY OBSERVATIONS

HEALTH AND WELLNESS: KEY OBSERVATIONS

INFORMATION AND COMMUNICATION TECHNOLOGIES: KEY OBSERVATIONS

MEDICAL DEVICES AND IMAGING: KEY OBSERVATIONS

MICROELECTRONICS: KEY OBSERVATIONS

SENSORS AND INSTRUMENTATION: KEY OBSERVATIONS

ENHANCED AGILITY AND EFFICIENCY WILL IMPACT THE MANUFACTURING, LOGISTICS, DEFENSE, AND AUTOMOTIVE SECTORS

TWO-LEGGED (BIPEDAL) ROBOTS ARE POISED FOR AUTONOMOUS AND COLLABORATIVE OPERATIONS AND AI WILL BOOST FUTURE DEVELOPMENTS

ADVANCEMENTS IN AI, MACHINE LEARNING, AND CLOUD DRIVE EXPANSION

AGILITY AND GAIT STABILIZATION ARE FOCUS AREAS OF TECHNOLOGY DEVELOPMENT

INTEREST FROM MAJOR TECH GIANTS AND AUTOMAKERS IN TECHNOLOGY ADVANCEMENTS DRIVES FUNDING ACTIVITIES IN BIPEDAL ROBOTS

FOCUS ON AI INTEGRATION AND ROUGH TERRAIN NAVIGATION ARE POISED TO DOMINATE BIPEDAL ROBOT ADVANCEMENT

THE ECOMMERCE, LOGISTICS, AND MANFACTURING INDUSTRIES ARE THE INITIAL ADOPTERS OF BIPEDAL ROBOTS

DEVELOPMENTS IN LOW ACTUATOR BALANCING, ADVANCED SENSING, AND HEAVY-LOAD LIFTING ENABLE OPPORTUNITIES IN REMOTE ENVIRONMENTS

THE REQUIREMENT FOR REDUCING GREENHOUSE EMISSIONS PAVES THE WAY FOR THE ADOPTION OF ENERGY-EFFICIENT MANUFACTURING SOLUTIONS

AN OVERVIEW OF ENERGY-EFFICIENT MANUFACTURING

GOVERNMENT AGENCIES ACROSS THE GLOBE ARE GRANTING NEW INCENTIVES AND SUBSIDIES TO ENCOURAGE MANUFACTURERS TO BECOME NEUTRAL

EUROPE HAS THE HIGHEST ADOPTION OF ENERGY-EFFICIENT MANUFACTURING TECHNIQUES AND SYSTEMS

HIGH FUNDING FOR UPGRADING MANUFACTURING FACILITIES WILL ENSURE SUSTAINABLE MANUFACTURING PRACTICES

MAJOR COMPANIES IN THIS SPACE ARE ALSO FOCUSING ON THE DEVELOPMENT OF ENERGY HARVESTING AND STORAGE DEVICES

THE AUTOMOTIVE AND AEROSPACE INDUSTRIES ARE THE INITIAL ADOPTERS OF ENERGY-EFFICIENT MANUFACTURING SOLUTIONS

AN INCREASE IN CARBON-NEUTRAL FACTORIES IS ANTICIPATED ACROSS ALL INDUSTRY VERTICALS

SOFT ROBOTS ARE POISED TO IMPACT THE MATERIAL HANDLING, HEALTHCARE, AND MILITARY AND DEFENSE INDUSTRIES

THERE HAS BEEN IMMENSE RESEARCH TOWARD THE DEVELOPMENT OF MICRO AND NANO SOFT ROBOTS

COLLABORATION BETWEEN KEY PARTICIPANTS AND END USERS IN THE INDUSTRY ACCELERATES TECHNOLOGICAL DEVELOPMENT

CHINA LEADS THE RACE IN SOFT ROBOT PATENTS

THE INDUSTRY’S MAIN FOCUS IS TO DEVELOP ROBOTS THAT CAN MIMIC THE MOVEMENTS OF HUMANS OR ANY BIOLOGICAL SPECIES

MAJOR COMPANIES ARE DEVELOPING SOFT ROBOTIC EXOSKELETON SOLUTIONS FOR BOTH INDUSTRIAL AND HEALTHCARE APPLICATIONS

THE HEALTHCARE INDUSTRY IS DEVELOPING A SOFT ROBOTIC EXOSKELETON FOR REHABILITATION APPLICATIONS

DEVELOPMENT OF SOFT ASSISTIVE HUMANOID ROBOTS THAT CAN WORK ALONGSIDE HUMANS WILL BE THE FUTURE DEVELOPMENT AREA

ENHANCED VERSATILITY AND EFFICACY OF DIRECTED-ENERGY DEPOSITION AND ADDITIVE MANUFACTURING ARE MADE POSSIBLE BY WAAM

CHINA AND EUROPE ARE EXPECTED TO LEAD MARKET GROWTH

MAJOR INNOVATION FOCUS AREAS INCLUDE INCREASING METAL DEPOSITION RATE, ALLOY MATERIAL PRODUCTION, AND STABILIZATION

COMPETITION FOR ECO-FRIENDLY AND COST-EFFICIENT MANUFACTURING TECHNOLOGIES FUELS INTEREST IN WAAM

FUNDING FOCUSES ON UPGRADING MANUFACTURING FACILITIES TO ENSURE SCALABLE PRACTICES

AEROSPACE, MINING, AND MANFACTURING ARE HIGH-IMPACT INDUSTRIES DRIVING MARKET GROWTH

ADVANCEMENTS IN DEPOSITION RATE, WIDER-RANGE ALLOY FABRICATION, AND AI ENABLE FASTER ADOPTION

EXPANDING BREADTH OF APPLICATIONS PROPELS TECHNOLOGY DEVELOPMENT AND ADOPTION

ADVANCES IN NANODELIVERY APPROACHES AND MATERIALS DRIVE INNOVATIONS

INGREDIENTS TO BE DELIVERED DETERMINE THE DELIVERY TECHNOLOGY

NANOSURFACE MODIFICATION TECHNIQUES IS EXPECTED TO GAIN COMMERCIALIZATION MOMENTUM IN THE NEXT FOUR YEARS

CONTINUED R&D ACTIVITIES AND COMMERCIALIZATION EFFORTS DRIVE TECHNOLOGY ADOPTION

PATENTS FOCUS ON THE DEVELOPMENT OF TARGETED NANOEMULSIONS AND SURFACE OPTIMIZATION TECHNIQUES TO DELIVER APIS AND ACTIVES

PUBLIC FUNDING FOCUSES ON MATERIAL DEVELOPMENT WHILE PRIVATE FUNDING FOCUSES ON NEW PRODUCT INNOVATION

PHARMACEUTICALS AND FOOD & BEVERAGES WILL REMAIN THE TOP APPLICATIONS FOR NANODELIVERY

APPLICABILITY IN CONSTRUCTION AND MEDICAL DEVICES TO TRANSPORT SELF- HEALING AND OTHER AGENTS WILL GAIN MOMENTUM

STAKEHOLDERS ARE DEVELOPING NEW DELIVERY ROUTES AND TRYING TO INTEGRATE NANODELIVERY TECHNOLOGIES IN CURRENT PROCESSES

INCUMBENTS ARE DEVELOPING IN-HOUSE TECHNIQUES FOR TRANSPORTING SPECIFIC ACTIVES ON TARGETED SITES

START-UPS AND UNIVERSITIES ARE DEVELOPING NEW MATERIALS AND OPTIMIZING DELIVERY PROCESSES

ADVANCES IN MATERIALS AND IMPROVED NANODELIVERY TECHNIQUES WILL HELP IN WIDE-SCALE COMMERCIAL ADOPTION

EFFORTS TOWARD ENERGY EFFICIENCY AND NET ZERO INITIATIVES ARE BOOSTING R&D ACTIVITIES

THE ABILITY OF SMART MATERIALS TO ADAPT TO A CHANGING ENVIRONMENT WITHOUT EXTERNAL STIMULI IS DRIVING RESEARCH

RADIATIVE COOLING TECHNIQUES ARE STILL DOMINANT OWING TO THEIR HIGH COOLING EFFICIENCY

EFFORTS TO REDUCE EMISSION INTENSITY TO MEET NET ZERO TARGETS DRIVE GROWTH

THE UNITED STATES LEADS IN IP FILINGS WITH MORE START-UPS FOCUSED ON DEVELOPING PASSIVE COOLING TECHNOLOGIES

SMART AND SOLAR-CONTROLLED GLASSES LEAD IN IP FILINGS ACROSS THE GLOBE

PRIVATE FUNDING FROM VC FIRMS AND GLOBAL PLAYERS IS DRIVING INNOVATION AND ADOPTION

THE BUILDING & CONSTRUCTION AND TRANSPORTATION SECTORS ARE EXPECTED TO LEAD THE ADOPTION OF PASSIVE COOLING TECHNOLOGIES

ENERGY & UTILITIES AND AEROSPACE ARE EXPECTED TO GAIN PROMINENCE IN THE NEXT 3 YEARS

STAKEHOLDERS’ EFFORTS PRIMARILY TARGET THE BUILDING & CONSTRUCTION SECTOR

START-UPS DRIVING CONTINUOUS PRODUCT INNOVATION IN PASSIVE COOLING

PRODUCT DEVELOPMENT, APPLICATION EXTENSION, AND SCALING UP OF PASSIVE COOLING WILL AID IN GLOBAL ADOPTION

THE POTENTIAL TO MANUFACTURE A DIVERSE RANGE OF INGREDIENTS PROPELS TECHNOLOGY DEVELOPMENT AND ADOPTION ACROSS INDUSTRIES

THE TYPE OF REACTOR DESIGN AND MODE OF PROCESS DETERMINE THE QUALITY AND YIELD OF OUTPUT

PRECISION FERMENTATION HELPS TO ACHIEVE BETTER PRODUCTIVITY WITH HIGHER SUSTAINABILITY THAN CONVENTIONAL FERMENTATION

DEMAND FOR SUSTAINABLE AND EFFICIENT PROCESSES BOOST GROWTH FOR PRECISION FERMENTATION TECHNOLOGIES

THE UNITED STATES LEADS IN IP FILING WITH INNOVATIONS TARGETING IMPROVING REACTOR DESIGN

PUBLIC INVESTMENTS TO EXPAND MANUFACTURING CAPACITY USING NEW TOOLS AND TECHNIQUES CAN HASTEN WIDE-SCALE ADOPTION

OUTPUTS OF PRECISION FERMENTATION TECHNOLOGIES FIND APPLICATIONS IN PHARMA AND FOOD & BEVERAGE SEGMENTS

CONSUMER, ENVIRONMENT, AND INDUSTRIAL SEGMENTS ARE ALSO TRYING TO LEVERAGE PRECISION FERMENTATION TECHNOLOGIES

COMPANIES DEVELOPING NEW OUTPUTS USING PRECISION FERMENTATION

INCUMBENTS ARE ACTIVELY ADOPTING PRECISION FERMENTATION FOR MANUFACTURING PROTEINS, API, AND CHEMICALS

START-UPS AND UNIVERSITIES ARE ACTIVE IN R&D RELATED TO PRECISION FERMENTATION

THE INTEGRATION OF OMICS AND SYNTHETIC BIOLOGY TOOLS CAN EXPAND THE ADOPTION OF PRECISION FERMENTATION TECHNOLOGIES

INNOVATION DRIVEN BY ADVANCES IN SMART SENSORS AND INTEGRATION OF WIRELESS COMMUNICATION COMPONENTS IN PACKAGING DESIGN

SMART SUBSTRATE PACKAGING OFFERS IMPROVED TRACKABILITY WHILE ENABLING MATERIAL CIRCULARITY

SUBSTRATE SELECTION CRITICAL FOR PACKAGING EFFICIENCY AND DURABILITY

INTEGRATION OF DIGITAL COMPONENTS INFLUENCE VALUE ADDED FUNCTIONALITY

CONTINUED FOCUS ON TRACKABILITY AND TRACEABILITY DRIVES ADVANCEMENTS IN SMART SUBSTRATE PACKAGING TECHNOLOGY

IP FILINGS FOCUSED ON INTEGRATING DIGITAL COMPONENTS IN SMART SUBSTRATE PACKAGING

FUNDING ACTIVITIES FOCUSED ON DEVELOPMENT OF BIOBASED AND RECYCLED MATERIALS FOR SMART SUBSTRATE PACKAGING

FMCG AND FOOD & BEVERAGE INDUSTRIES EXPECTED TO LEAD IN ADOPTION OF SMART SUBSTRATE PACKAGING

ADOPTION IN HEALTHCARE AND INDUSTRIAL SECTORS EXPECTED TO GAIN MOMENTUM IN THE NEXT 3 YEARS

STAKEHOLDERS HELP DEVELOP SUBSTRATES EMBEDDED WITH PRINTED ELECTRONICS TO ENHANCE ANTICOUNTERFEIT TRACKING AND TRACEABILITY

START-UPS AND UNIVERSITIES ARE ACTIVE IN R&D RELATED TO SMART SUBSTRATE PACKAGING

DEVELOPMENT OF BIO-BASED SUBSTRATES WITH PRINTED ELECTRONICS AND AUGMENTED REALITY CAN INCREASE ADOPTION

STRUCTURAL OPTIMIZATION DRIVES SUPERCOMPOSITES R&D EFFORTS

WIDE RANGE OF SUPERCOMPOSITES TO ADDRESS APPLICATION-SPECIFIC REQUIREMENTS

GOVERNMENT FOCUS ON STRENGTHENING AEROSPACE AND DEFENSE INFRASTRUCTURE DRIVING DEVELOPMENT OF SUPERCOMPOSITES TECHNOLOGY

CHINA LEADS IN IP FILING DUE TO CONTINUED INTEREST IN AUTOMOTIVE APPLICATIONS

FUNDING IS FOCUSED ON SCALING UP SUPERCOMPOSITES FOR COMMERCIALIZING AND INVESTIGATING NEW APPLICATION AREAS

BUILDING & CONSTRUCTION, DEFENSE, AND AEROSPACE ARE EXPECTED TO LEAD IN TECHNOLOGY ADOPTION

HEALTHCARE AND ENERGY & UTILITIES SECTORS ARE EXPECTED TO GAIN PROMINENCE IN THE NEXT 5 YEARS

STAKEHOLDERS ARE ACTIVELY DEVELOPING LIGHTWEIGHT AND COST-EFFECTIVE SUPERCOMPOSITES

STRATEGIC COLLABORATION BETWEEN MATERIAL DEVELOPERS AND END-USER COMPANIES WILL DRIVE MASS COMMERCIALIZATION

SUPERCOMPOSITES FOR AEROSPACE, AUTOMOTIVE, AND BIOMEDICAL IMPLANTS ARE LIKELY TO GAIN MOMENTUM

MATERIAL CIRCULARITY EFFORTS AND THE SHIFT TOWARD A SUSTAINABLE ECONOMY DRIVE UPCYCLED POLYMER ADOPTION

VARIOUS METHODS FOR UPCYCLING POLYMERIC WASTE BEING EXPLORED

PE AND PET ARE THE MOST COMMON POLYMERS USED FOR UPCYCLING

UPCYCLED POLYMERS ARE A PROMISING ALTERNATIVE TO RECYCLED POLYMERS

CHINA LEADS IN PATENT FILINGS WITH UNIVERSITIES ACTIVE IN R&D

PE LEADS IN IP FILING RELATED TO UPCYCLED POLYMERS

PUBLIC FUNDING SUPPORT PRODUCT INNOVATION, WHILE PRIVATE FUNDING FOCUSES ON ACCELERATING COMMERCIALIZATION

INHERENT PROPERTIES OF UPCYCLED POLYMERS DRIVE THEIR ADOPTION IN PACKAGING APPLICATIONS

ENERGY & UTILITIES AND HEALTHCARE EXPECTED TO GAIN PROMINENCE IN 3–4 YEARS

ACADEMIC RESEARCH EXPLORES UNTAPPED OPPORTUNITIES WHILE MANUFACTURERS TARGET APPLICATION EXPANSION

PARTNERSHIPS AND JOINT VENTURES FOCUS ON ACCELERATING PILOT TESTING AND THE COMMERCIAL ADOPTION OF UPCYCLING TECHNOLOGIES

STARTUPS AND RESEARCH ACADEMIA FOSTER GROWTH IN UPCYCLED POLYMERS

FOCUS ON UPCYCLING DIFFERENT TYPES OF POLYMERIC WASTE DRIVE INNOVATIONS IN UPCYCLED POLYMERS

ABILITY TO ENSURE ENERGY SECURITY AND DECARBONIZE THE POWER SECTOR WILL DRIVE THERMONUCLEAR REACTOR ADOPTION

PASSIVE SAFETY SYSTEMS AND MODULAR DESIGN ARE KEY FEATURES OF MODULAR THERMONUCLEAR REACTORS

FNR AND PWR MODULAR REACTORS HOLD IMMENSE DEPLOYMENT POTENTIAL IN THE LONG TERM

COST ADVANTAGES OVER COMPETING BASELOAD POWER GENERATION TECHNOLOGIES ENCOURAGE NUCLEAR POWER ADOPTION

CHINA LEADS R&D IN MODULAR THERMONUCLEAR REACTOR TECHNOLOGY

GOVERNMENT INVOLVEMENT IS KEY TO ENHANCE THE DEPLOYMENT OF MODULAR THERMONUCLEAR REACTORS

PASSIVE SAFETY AND LONG OPERATING LIFE ARE KEY FEATURES OF EMERGING MODULAR REACTOR DESIGNS

COMMERCIALIZATION OF SMALL MODULAR REACTORS AND NEXT-GENERATION FNRS WILL BE KEY INDUSTRY FOCUS AREAS GOING FORWARD

NEXT-GENERATION BATTERIES OFFER A VIABLE ALTERNATIVE TO LITHIUM-ION CHEMISTRY TO MEET THE GROWING GLOBAL DEMAND

ZINC-AIR CHEMISTRY IS THE MOST PROMISING AMONGST NEXT-GENERATION BATTERIES

NEXT-GENERATION BATTERIES HAVE THE POTENTIAL TO OUTPERFORM LI-ION

NEXT-GENERATION BATTERY APPLICABILITY EXPANDS ACROSS EV, ENERGY STORAGE, AND CONSUMER ELECTRONICS APPLICATIONS

METAL-AIR AND SODIUM-ION BATTERIES TO DOMINATE THE NEXT-GENERATION BATTERY MARKET

CHINA LEADS THE NEXT-GENERATION BATTERY PATENT LANDSCAPE

LARGE INVESTMENTS TO HELP DRIVE TECHNOLOGY ADOPTION

TECHNOLOGY DEVELOPMENTS ARE EXPEDITING THE COMMERCIALIZATION OF NEXT-GENERATION BATTERY TECHNOLOGIES

SUPERIOR PERFORMANCE CHARACTERISTICS AND IMPROVED COST-COMPETITIVENESS WILL DRIVE NEXT-GENERATION BATTERY ADOPTION

NEED FOR BASE LOAD RENEWABLE POWER AND HEAT GENERATION IS DRIVING NEXT-GENERATION GEOTHERMAL TECHNOLOGY ADOPTION

NEXT-GENERATION GEOTHERMAL ENERGY SYSTEMS OVERCOME GEOGRAPHICAL CONSTRAINTS ASSOCIATED WITH CONVENTIONAL SYSTEMS

HIGH-CAPACITY FACTOR AND CONTINUOUS OPERATIONS ARE KEY VALUE PROPOSITIONS OF NEXT-GENERATION GEOTHERMAL SYSTEMS

HEAT FOR HYDROGEN PRODUCTION AND PROCESS HEATING ARE THE EMERGING APPLICATIONS

GOVERNMENT RESEARCH PROGRAMS AND FAVORABLE POLICIES ARE DRIVING THE REGIONAL ADOPTION OF NGGE TECHNOLOGIES

CHINA LEADS R&D IN NEXT-GENERATION GEOTHERMAL ENERGY TECHNOLOGIES

NEXT-GENERATION GEOTHERMAL ENERGY TECHNOLOGIES TO WITNESS STRONG GROWTH IN LINE WITH GROWING RENEWABLE INTEGRATION

NORTH AMERICA IS THE EPICENTER OF GEOTHERMAL ENERGY TECHNOLOGY INNOVATION

TECHNOLOGY COST REDUCTION AND POLICY SUPPORT WILL ENABLE WIDE-SCALE ADOPTION OF NEXT-GENERATION GEOTHERMAL ENERGY

HIGH POWER CONVERSION EFFICIENCY AND ABUNDANT RAW MATERIALS USED FOR MANUFACTURING ARE DRIVING PEROVSKITE CELLS’ COMMERCIALIZATION

PERFORMANCE CHARACTERISTICS ENABLE PEROVSKITE SOLAR CELLS TO GAIN CLEAR ADVANTAGES OVER INCUMBENTS

PEROVSKITE SOLAR CELLS OFFER HIGHER EFFICIENCY POTENTIAL AND APPLICATION DIVERSITY AT LOW COST

ENERGY & UTILITIES, CONSUMER ELECTRONICS, AND BUILDING & CONSTRUCTION ARE HIGH-IMPACT SECTORS

CHINA IS THE LEADER IN THE PATENT LANDSCAPE FOR PEROVSKITE SOLAR CELLS, FOLLOWED BY THE UNITED STATES

PEROVSKITE SOLAR CELLS HAVE BEEN RECEIVING FUNDING FROM GLOBAL INVESTORS

COMMERCIALIZATION IS A PRIORITY FOR LEADING GLOBAL STAKEHOLDERS IN THE PEROVSKITE SOLAR ECOSYSTEM

PEROVSKITE SOLAR CELLS POISED FOR STRONG GROWTH POST COMMERCIALIZATION

POWER-TO-X IMPROVES SYNERGISTIC OPPORTUNITIES FOR RENEWABLE ENERGY APPLICABILITY ACROSS SECTORS

power-to-chemicals is the key ptx pathway

POWER-TO-X HAS HIGH SYNERGY WITH SEVERAL END-USE INDUSTRIES

LARGE-SCALE PROJECTS IN EUROPE WILL DRIVE THE POWER-TO-X MARKET

CHINA LEADS THE POWER-TO-X TECHNOLOGY PATENT LANDSCAPE

PRIVATE STAKEHOLDERS LEAD INVESTMENTS IN THE POWER-TO-X INDUSTRY

TECHNOLOGICAL ADVANCEMENTS ACROSS THE POWER-TO-X VALUE CHAIN DRIVE ITS ADOPTION

DECLINING ELECTROLYZER COSTS AND INCREASING RENEWABLE ENERGY DEPLOYMENT ENABLE POWER-TO-X’S ECONOMIC VIABILITY

EFFORTS TO DECARBONIZE INDUSTRIAL SECTOR DRIVES PROCESS HEAT ELECTRIFICATION ADOPTION

PROCESS HEAT ELECTRIFICATION ACHIEVES HIGH-PRECISION HEATING

PROCESS HEAT ELECTRIFICATION ACHIEVES HIGH-PRECISION HEATING (CONTINUED)

DECARBONIZATION OF THE CHEMICALS AND MINING SECTORS IS DRIVING PROCESS HEAT ELECTRIFICATION GROWTH

CHINA DOMINATES THE PROCESS HEAT ELECTRIFICATION PATENT LANDSCAPE

DECARBONIZATION INITIATIVES BY PRIVATE SECTOR AND GOVERNMENT GRANTS LEAD IN FUNDING THE PROCESS HEAT ELECTRIFICATION INDUSTRY

INNOVATIONS AIMED AT EFFICIENCY, FLEXIBILITY, AND PRECISION IMPROVEMENTS DRIVE PROCESS HEAT ELECTRIFICATION ADOPTION

INDUSTRIES WILL ADOPT LOW CAPEX TECHNOLOGIES FOLLOWED BY HIGH CAPEX TECHNOLOGIES

THE ABILITY TO PROVIDE LONG-DURATION ENERGY STORAGE FOR INTERMITTENT RENEWABLE POWER IS DRIVING SENSIBLE HEAT ENERGY STORAGE

SENSIBLE HEAT ENERGY STORAGE CAN SERVE A WIDE RANGE OF HEATING REQUIREMENTS

THERMAL ENERGY STORAGE IS USED IN A WIDE RANGE OF APPLICATIONS AND OFFERS A LOW-COST, GRID-SCALE STORAGE SOLUTION

CONCENTRATING SOLAR POWER IS A KEY DRIVER FOR SENSIBLE HEAT ENERGY STORAGE ADOPTION GLOBALLY

CHINA LEADS THE R&D EFFORTS IN SENSIBLE HEAT ENERGY STORAGE

SENSIBLE HEAT ENERGY STORAGE WILL WITNESS STRONG GROWTH DUE TO ITS POSITIVE IMPACT ON THE ENVIRONMENT AND RENEWABLE INTEGRATION

INDUSTRY INNOVATIONS ARE DOMINATED BY SOLID STATE MATERIALS FOR HIGH TEMPERATURE GRID SCALE ENERGY STORAGE

NEW MATERIAL DEVELOPMENT AND ADOPTION OF SECTOR COUPLING WILL DRIVE SENSIBLE HEAT ENERGY STORAGE

RENEWED FOCUS ON ENERGY SECURITY AND ENERGY INDEPENDENCE WILL DRIVE THE ADOPTION OF HELE COAL TECHNOLOGIES

CCS TECHNOLOGIES WILL SIGNIFICANTLY DECARBONIZE HELE COAL

ADVANCED ULTRA-SUPERCRITICAL IS THE CLEANEST HELE COAL PROCESS

ENERGY & UTILITIES, ENVIRONMENT & CLIMATE, AND MINING ARE THE HIGH-IMPACT INDUSTRIES

GOVERNMENT POLICIES TO ACHIEVE ENERGY INDEPENDENCE ARE ACCELERATING LARGE-SCALE DEPLOYMENT OF HELE TECHNOLOGIES

CHINA HOLDS THE MAJORITY SHARE IN THE PATENT LANDSCAPE IN HELE AND CCS TECHNOLOGIES

GOVERNMENT FUNDING AND INITIATIVES IN ASIA-PACIFIC PROMOTE THE DEPLOYMENT OF CLEAN COAL TECHNOLOGIES

REDUCING FUEL CONSUMPTION WHILE INCREASING EFFICIENCY HAS BEEN THE KEY FOCUS FOR STAKEHOLDERS

TECHNOLOGICAL IMPROVEMENTS WILL INCREASE THERMAL EFFICIENCY AND REDUCE EMISSIONS IN COAL-FIRED POWER PLANTS

REDUCING LANDFILL WASTE DISPOSAL AND ENHANCING MATERIAL RESOURCE RECOVERY DRIVE HTWV TECHNOLOGY ADOPTION

PYROLYSIS AND GASIFICATION ARE THE IMPORTANT HTWV TECHNOLOGIES

QUICK RETURN ON INVESTMENT (ROI) AND COMPLIANCE WITH EMISSIONS GUIDELINES ARE THE PRIMARY VALUE PROPOSITIONS OF HTWV TECHNOLOGIES

THERMAL BREAKDOWN OF WASTE ENSURES HIGH-QUALITY OUTPUT WHILE ENHANCING SELF-SUFFICIENCY FOR END USERS

FAVORABLE GOVERNMENT POLICIES DRIVE INDUSTRIAL STAKEHOLDERS TO ADOPT HTWV TECHNOLOGIES

INDUSTRY COLLABORATIONS AND GOVERNMENT-LED PUBLIC FUNDING FACILITATE THE DEPLOYMENT OF HTWV PROCESSES

CHINA HAS A SIGNIFICANT IMPACT ON THE HTWV TECHNOLOGY PATENT LANDSCAPE

THE NEED FOR HIGH-QUALITY FUELS AND CHEMICALS ENABLE THE LARGE-SCALE COMMERCIALIZATION OF HTVW TECHNOLOGIES

LOWERING THE OVERALL COST OF WASTE VALORIZATION WILL ACCELERATE HTWV FACILITY DEPLOYMENT WORLDWIDE

GROWING FOCUS ON CRITICAL MATERIAL RECOVERY DRIVES THE METALLURGICAL BATTERY RECYCLING INDUSTRY

HYDROMETALLURGY IS THE PREFERRED PROCESSING ROUTE FOR METALLURGICAL BATTERY RECYCLING

HYBRID PROCESSES EMERGE AS THE MOST EFFECTIVE MATERIAL RECOVERY SOLUTION

BIOMETALLURGICAL RECYCLING PROCESSES GAIN INTEREST DUE TO ENVIRONMENTAL BENEFITS

INCREASED AVAILABILITY OF DISCARDED AND EOL BATTERIES FROM VARIOUS SECTORS WILL DRIVE INDUSTRY GROWTH

CHINA DOMINATES INTELLECTUAL PROPERTY IN METALLURGICAL BATTERY RECYCLING

PRIVATE INITIATIVES DOMINATE FUNDING ACTIVITY FOR METALLURGICAL BATTERY RECYCLING

INNOVATIONS FROM COMPANIES FOCUS ON REDUCING COSTS AND EMISSIONS OF METALLURGICAL BATTERY RECYCLING

THE METALLURGICAL BATTERY RECYCLING INDUSTRY ENTERS A HIGH GROWTH TRAJECTORY

THE RISE IN DEMAND FOR SUSTAINABILITY AND EFFICIENCY IN MANUFACTURING AND INCREASED R&D FOCUS WILL DRIVE CELL-FREE PLATFORMS

THE SYNTHESIS OF COMPLEX PROTEINS WILL BE KEY TO DEVELOPING NEXT-GENERATION CELL-FREE BIOMANUFACTURING SYSTEMS

THE GROWING DEMAND FOR RAPID AND SCALABLE BIOMANUFACTURING COUPLED WITH FEDERAL INITIATIVES WILL DRIVE MARKET GROWTH

IP PORTFOLIO EXPANSION HAS BEEN FOCUSED ON GLYCOSYLATED PROTEIN PRODUCTION AND ‘GREEN’ SYNTHESIS OF CHEMICALS

THE RISE IN GLOBAL FUNDING AIMS TO TAKE CELL-FREE BIOMANUFACTURING TO COMMERCIAL SCALE

CELL-FREE EXPRESSION WILL FIND MOST APPLICATION IN PERSONALIZED THERAPIES AND ADVANCED THERAPEUTICS

FMCG INGREDIENT AND INDUSTRIAL ENZYMES MANUFACTURE USING CELL-FREE SYSTEMS WILL WITNESS HIGH ADOPTION

STAKEHOLDER FOCUS IS ON PRODUCING COMPLEX PROTEINS AND CHEMICALS THAT ARE DIFFICULT TO SYNTHESIZE USING CELL-BASED EXPRESSION SYSTEMS

RECENT PARTNERSHIPS HAVE FOCUSED ON SCALING FOOD AND COSMETIC INGREDIENT MANUFACTURE, WHILE BIOMEDICINE COLLABORATIONS HAVE BEEN STEADY

START-UPS AND UNIVERSITIES ARE ACTIVE IN R&D AND ENABLING TECHNOLOGIES FOR CELL-FREE BIOMANUFACTURING

NEXT-GEN CELL-FREE SYSTEMS WILL BE BETTER OPTIMIZED AND STREAMLINED, MAKING THEM APT FOR MANUFACTURE OF MULTIPLE PRODUCTS

THE NEED FOR TARGETED THERAPIES TO ACCELERATE ENGINEERED CELLULAR IMMUNOTHERAPY DEVELOPMENT

ENGINEERED IMMUNE CELL THERAPIES ENABLE PERSONALIZED CANCER CARE WITH FEWER OFF-TARGET EFFECTS

ENGINEERED IMMUNE CELL THERAPIES PERFORM BETTER THAN STANDARD CARE TREATMENTS

GROWING CLINICAL PIPELINE AND MANUFACTURING CAPACITY EXPANSION TO DRIVE MARKET GROWTH

CAR-T, CAR-NK, TCR-T, AND TIL THERAPIES LEAD THE PATENT LANDSCAPE

CANCER AND AUTOIMMUNE DISEASES DOMINATE THE GLOBAL FUNDING LANDSCAPE FOR ENGINEERED CELLULAR IMMUNOTHERAPIES

LARGE PHARMA PARTNERS WITH BIOTECH START-UPS IN THE UNITED STATES, EUROPE, AND CHINA TO ADVANCE CELL-BASED GENE THERAPIES

LIQUID TUMOR INDICATIONS DOMINATE THE APPLICATION LANDSCAPE

BCMA-TARGETED CAR-T AND TIL THERAPIES ARE UPCOMING THERAPEUTIC CLASSES

THE UNITED STATES, EUROPE, AND CHINA LIKELY TO BE THE LEADING INNOVATION HUBS FOR CELL-BASED GENE THERAPIES

ENGINEERED CELLULAR THERAPIES WILL TRANSFORM HEALTHCARE IN DISCRETE STEPS

STEADY PIPELINE OF EXOSOME-BASED THERAPIES POISED TO TRANSFORM TREATMENT OF SEVERAL DISEASES

EXOSOMAL THERAPIES HOLD PROMISE AS TARGETED, MULTIFUNCTIONAL CELL-FREE THERAPIES

RAPIDLY ADVANCING PIPELINE AND INDUSTRY EFFORTS WILL DRIVE MARKET GROWTH

STEADY GROWTH IN EXOSOMAL THERAPEUTICS PATENT PUBLICATIONS

BOTH PUBLIC AND PRIVATE FUNDING ARE FOCUSED ON SUPPORTING THE DEVELOPMENT OF NEW EXOSOMES THERAPIES

EXOSOMAL THERAPIES WILL BE WIDELY USED IN REGENERATIVE MEDICINE

US IS THE INNOVATION HUB FOR EXOSOME THERAPEUTICS, WITH A FOCUS ON INFECTIOUS AND NEUROLOGICAL CONDITIONS

FOCUS ON PRODUCT DEVELOPMENT BY PARTNERING WITH BIG PHARMA COMPANIES

MANY BIOTECH COMPANIES, START-UPS, AND UNIVERSITIES ARE DEVELOPING EXOSOME-BASED THERAPIES

EXOSOMAL THERAPIES WILL WITNESS WIDER ADOPTION AND FIND APPLICATIONS ACROSS THERAPEUTIC INDICATIONS

BIOMIMICKING IMPROVEMENTS AND A HEALTHY START-UP ECOSYSTEM WILL RESULT IN WIDESPREAD ADOPTION OF MICRO-ENGINEERED ORGANS

MULTIPLEXING AND BIOMATERIAL ADVANCES WILL PAVE THE WAY FOR ADVANCED MICRO-ENGINEERED ORGANS

MICRO-ENGINEERED ORGANS WILL EMERGE TO BE ECONOMICAL AND ADVANTAGEOUS OVER CONVENTIONAL DRUG DEVELOPMENT APPROACHES

FAVORABLE REGULATORY POLICIES AND WIDE APPLICABILITY WILL DRIVE MARKET FOR MICRO-ENGINEERED ORGANS

PATENT FILINGS ON MULTI-ORGAN-ON-CHIP DEVICES HAS WITNESSED A SURGE

ENCOURAGING PUBLIC FUNDING TO INCREASE THE ADOPTION OF MICRO–ENGINEERED ORGANS BY UNIVERSITIES AND ACADEMIC GROUPS

DISEASE MODELING AND SCALABLE DRUG TESTING WILL BE KEY APPLICATIONS FOR MICRO-ENGINEERED ORGANS

KEY INNOVATIONS HAVE BEEN FOCUSED ON DEVELOPING NEUROLOGY AND PULMONOLOGY DISEASE MODELS

UNIVERSITY SPIN-OFFS AND EARLY-STAGE COMPANIES DOMINATE THE US AND EUROPEAN MARKETS FOR MICRO-ENGINEERED ORGANS

IMPROVED SCALABILITY AND TECHNOLOGY DEVELOPMENTS WILL LEAD TO EVOLVED AND SUSTAINABLE CLINICAL TESTING

RISING NEED FOR PERSONALIZATION AND GROWING USE OF DIGITIZATION TO TRANSFORM GLOBAL PRECISION MOLECULAR TESTING LANDSCAPE

OMICS ANALYSES AND AI TO BECOME AN INTEGRAL PART OF CLINICAL AND PUBLIC HEALTH DECISIONS

US AND EUROPE LEAD THE GLOBAL TECHNOLOGY ADOPTION LANDSCAPE FOR PRECISION MOLECULAR TESTING PLATFORMS

US LEADS THE GLOBAL PRECISION MOLECULAR TESTING PATENT LANDSCAPE

AT-HOME DIGITAL DIAGNOSTICS LEAD THE GLOBAL FUNDING LANDSCAPE

PRECISION MOLECULAR TESTING TO HAVE A HIGH IMPACT ON ONCOLOGY, IMMUNOLOGY, AND INFECTIOUS DISEASES

PRECISION MOLECULAR TESTING INNOVATIONS GO BEYOND CANCER CARE

PHARMA AND DIAGNOSTIC COLLABORATIONS ARE LARGELY FOCUSED ON GENOMIC ASSAYS

AI AUGMENTED TESTS AND PREDICTIVE CONSUMER TESTS DRIVING COLLABORATIONS

GENOMIC TESTING TECHNOLOGIES LEAD THE GLOBAL INNOVATION LANDSCAPE

PRECISION MOLECULAR TESTING TO DRIVE A PARADIGM SHIFT TOWARD PREVENTIVE HEALTHCARE PLATFORMS

ROBUST R&D IN SENOTHERAPEUTICS DRUGS AND BIOMARKER DISCOVERY FOSTER GROWTH

BIOMARKER DISCOVERY AND ADVANCES IN NEW MODALITIES BOLSTER SENOTHERAPEUTICS DEVELOPMENT

CELLULAR SENESCENCE BEING TARGETED BY MULTIPLE MODALITIES

R&D, PARTNERSHIPS, AND FUNDING TO DRIVE THE STEADY GROWTH OF SENOTHERAPEUTICS DRUG DEVELOPMENT

UNITED STATES LEADS IN SENOLYTICS PATENT FILING PORTFOLIO

PRIVATE INVESTORS LARGELY FUND SENOTHERAPEUTICS R&D WHILE PUBLIC FUNDING IS GRADUALLY PICKING UP PACE

SENOTHERAPEUTICS TARGETING NEUROGENERATIVE DISEASES AND MUSCULOSKELETAL DISEASES ARE PRIORITIES

COMPANIES EXPLORING VARIOUS APPROACHES TO TREAT CELL SENESCENCE AND SLOW THE AGING PROCESS

STARTUPS AND SPIN-OFFS FOR SENOTHERAPEUTICS ARE MAINLY ACTIVE IN THE UNITED STATES AND EUROPE

ADVANCES IN BIOMARKER DISCOVERY AND TARGETED THERAPIES ARE EXPECTED TO GARNER TRACTION

TECHNOLOGY ADVANCES AND LATE-STAGE FUNDING PROPEL THE ADOPTION OF SPATIAL OMICS

RAPID ADVANCEMENT IN SEQUENCING, HIGH-RESOLUTION IMAGING, AND MULTIPLEXING PLATFORMS WILL DRIVE SPATIAL OMICS FORWARD

DIGITAL ENABLERS WILL BE CRITICAL TO IMPROVE SPATIAL OMICS ANALYSIS

GLOBAL RISE IN NEW PRODUCT PLATFORMS AND LARGE-SCALE FEDERAL INITIATIVES BOOST MARKET POTENTIAL IN SPATIAL OMICS

PUBLIC FUNDING FOCUSES ON BUILDING SPATIAL OMICS DATA REPOSITORIES, WHILE PRIVATE FUNDING ADVANCES INSTRUMENTATION DEVELOPMENTS

RECENT IP FILINGS FOCUS ON SPATIAL TRANSCRIPTOMICS AND INSTRUMENTATION DEVELOPMENTS

UNRAVELING DISEASE HETEROGENEITY FOR PRECISION MEDICINE WILL BE A CRITICAL APPLICATION FOR SPATIAL OMICS ANALYSIS

STAKEHOLDERS PROGRESSING IN SPATIAL OMICS WITH ADVANCEMENTS IN INSTRUMENTATION TECHNOLOGY

MORE COMPANIES AND UNIVERSITIES ARE ENTERING THE SPATIAL OMICS SPACE

COST REDUCTION, PROTOCOL STANDARDIZATION, AND SPATIAL MULTI-OMICS PLATFORMs will GUIDE THE FUTURE OF SPaTIAL OMICS ADOPTION

AUTO GENERATIVE PROGRAM IMPACTS A RANGE OF INDUSTRIES INCLUDING MEDIA & ENTERTAINMENT, BFSI, IT, AND HEALTHCARE

AUTO GENERATIVE PROGRAM MODELS USE ALGORITHMS BASED ON GANS AND TRANSFORMERS

NORTH AMERICA IS LEADING IN TERMS OF ADOPTION OF AUTO GENERATIVE PROGRAMS

UNSUPERVISED LANGUAGE MODELING AND BETTER GENERATIVE CONTENT ARE FOCUS AREAS OF TECHNOLOGY DEVELOPMENT

MEDIA & ENTERTAINMENT, ICT, AND BFSI WITNESSING SIGNIFICANT ADOPTION OF AUTO GENERATIVE PROGRAMS

LARGE ORGANIZATIONS AND START-UPS ARE FURTHERING INNOVATION IN THE FIELD

START-UPS IN THE SPACE HAVE RECEIVED MORE THAN $2 BILLION IN FUNDING IN THE LAST YEAR

BY 2027, GENERATIVE AI MODELS ARE EXPECTED TO DELIVER ENHANCED QUALITY BETTER THAN HUMAN PROFESSIONALS

ADOPTION OF COMPOSABLE INFRASTRUCTURE IS DRIVEN BY THE DEMAND FOR SCALABILITY AND COST EFFICIENCY IN MODERN IT INFRASTRUCTURE

COMPOSABLE INFRASTRUCTURE ALLOWS ICT ASSETS TO BE AGGREGATED, DISAGGREGATED, AND MANIPULATED WITHIN AN ELASTIC FRAMEWORK

PRESENCE OF MANY HIGHLY INNOVATIVE TECHNOLOGY-DRIVEN BUSINESSES IN NORTH AMERICA MAKES IT THE LEADING CDI MARKET IN THE WORLD

THE PATENTS ARE PREDOMINANTLY RELATED TO PROVISIONING, MANAGING, AND OPTIMIZATION IMPROVEMENT

COMPOSABLE INFRASTRUCTURE COMPANIES PRIMARILY INTEND TO USE THE CAPITAL TO ACCELERATE GTM EFFORTS AND EXPAND TO NEW MARKETS

DATA CENTER MODERNIZATION AND HIGH DATA GENERATION WILL DRIVE THE DEMAND FOR COMPOSABLE INFRASTRUCTURE

MAJOR COMPANIES IN THIS SPACE OFFER A FULLY AUTOMATED SOFTWARE- DEFINED PLATFORM AND A CLOUD-BASED COMPOSABLE INFRASTRUCTURE

ADVANCEMENTS IN TECHNOLOGY SUCH AS SDN, SOFTWARE-DEFINED STORAGE, AI/ML, AND CLOUD-NATIVE SERVICES ARE DRIVING GROWTH

INCREASING CYBERATTACKS ACROSS IT INFRASTRUCTURE NODES NECESSITATE THE ADOPTION OF CONSOLIDATED SECURITY ARCHITECTURE

MULTI-LAYERED APPROACH-BASED UNIFIED PLATFORM FORMS THE CORE OF CONSOLIDATED SECURITY ARCHITECTURE

BFSI, ICT, HEALTHCARE, AND MANUFACTURING DRIVE GROWTH OPPORTUNITIES IN VARIOUS APPLICATIONS

ANOMALY AND BREACH DETECTION IN NETWORK, DATA FABRIC, AND THE CLOUD ARE FOCUS AREAS OF PATENTS FILED

2022 WITNESSED A MAJOR DROP IN VENTURE CAPITAL FUNDING OF CYBERSECURITY STARTUPS

ICT, BFSI, HEALTHCARE, AUTOMOTIVE, AND MANUFACTURING ARE THE FIRST ADOPTERS OF CONSOLIDATED SECURITY ARCHITECTURE

ONLY A FEW COMPANIES OFFER CONSOLIDATED SECURITY ARCHITECTURE-BASED SOLUTIONS

CONSOLIDATED ZERO TRUST-BASED SECURITY ARCHITECTURE TO EMERGE IN THE LONG TERM

INCREASING DATA POOL AND DATA MANAGEMENT ARE TRENDS DRIVING DATA OBSERVABILITY

DATA OBSERVABILITY ENSURES HEALTH MANAGEMENT OF DATASETS AND IDENTIFIES ERRORS, PIPELINE FAILURES, AND POOR DATA QUALITY

IMPROVED DATA CAPABILITIES AND INSIGHTS ARE DRIVING THE ADOPTION OF DATA OBSERVABILITY PLATFORMS ACROSS GEOGRAPHIES AND MARKETS

LARGE DATA COMPANIES FUEL TECHNOLOGY GROWTH

INDUSTRY FOCUS AND ACTIVITY REVOLVE AROUND TRANSPARENCY, COLLABORATION, AND DATA SECURITY

BFSI, HEALTHCARE, AND MANUFACTURING ARE EARLY ADOPTERS OF DATA OBSERVABILITY PLATFORMS

MANY STARTUPS AIM TO BUILD DATA OBSERVABILITY PLATFORMS TO REDUCE DOWNTIME AND IMPROVE USER EXPERIENCES

DATA OBSERVABILITY WILL BE A KEY ENABLER FOR MANY DATA-DEPENDENT COMPANIES TO EXPAND THEIR BUSINESS PORTFOLIO

FEDERATED LEARNING WILL LEAD THE MARKET SHARE AND GROWTH OF AI-BASED APPLICATIONS AND RELEVANT IMPLEMENTATION CASES

THE DECENTRALIZED FORM OF AI TRAINS MODELS EFFECTIVELY FROM SCATTERED SOURCES WITHOUT COMPROMISING DATA PRIVACY

PRIVACY PROTECTION AND DATA SECURITY COMPLIANCE ARE THE PRIMARY GROWTH DRIVERS

MAJOR TECHNOLOGY FIRMS HAVE ACCELERATED THEIR EFFORTS FOR THE DEVELOPMENT OF THE FEDERATED LEARNING ECOSYSTEM

FEDERATED LEARNING ASSISTED AI MODELS TO OFFER MORE PERSONALIZED SERVICES AND CONTEXTUAL RECOMMENDATION

PRIVATE INVESTMENTS ARE INCREASING TO DEVELOP MODELS TRAINED WITH QUALITY AND HIGH-VOLUME DATA

START-UPS ARE BUILDING INNOVATIVE FEDERATED LEARNING SOLUTIONS TO ADDRESS HEALTHCARE, BFSI AND CYBERSECURITY BUSINESS NEEDS

FOCUS ON ESG AND OPEN-SOURCE FRAMEWORKS WILL LEAD TO MASSIVE INCREASE IN ADOPTION ACROSS SECTORS

MULTIMODAL HMI IS WITNESSING GROWING INTEREST ACROSS INDUSTRIES FOR ITS INNOVATIVE CONTROL SYSTEMS THAT TARGET USER CONVENIENCE

MULTIMODAL HMI IS THE NATURAL SUCCESSOR OF HMI, FUELED BY ADVANCES IN AI, ML, AND SENSOR TECHNOLOGY

DIGITAL HEALTH, SMART HOME, AND SMART DEVICES ARE BOOSTING FUTURE DEVELOPMENTS IN MULTIMODAL HMI

MAJORITY OF RESEARCH FOCUSES ON COMPUTER VISION AND GESTURE CONTROL WITH NLP AND VOICE COMMAND

MOST HMI-RELATED FUNDING AND PARTNERSHIPS ARE AUTOMOBILE-CENTRIC, WITH HEALTHCARE SECTOR SLOWLY GAINING MAJOR TRACTION

ABILITY TO EFFORTLESSLY CONTROL MACHINERY AND SYSTEMS USING MULTIMODAL HMI DRIVES ITS DEMAND ACROSS SECTORS

COMPANIES ARE INTEGRATING VARIOUS MODES OF HMI INTO PRODUCTS TO ENHANCE THE VALUE PROPOSITION AND USER EXPERIENCE

MULTIMODAL HMI WILL ADD MANY TECHNOLOGIES TO IMPROVE COGNITIVE ABILITIES AND CATER TO PEOPLE WITH DISABILITIES

NEUROMORPHIC AI IS RAPIDLY EXPANDING ACROSS SECTORS AS THE TECHNOLOGY OPERATES AT THE SPEED AND EFFICIENCY OF HUMAN BRAINS

AN OVERVIEW OF NEUROMORPHIC AI

DEMAND FOR COMPACT DEVICES WITH HIGH COMPUTATION POWER IS DRIVING THE NEED FOR NEUROMORPHIC AI

PATENT THEMES RELATE TO THE REPLICATION OF CIRCUITS AND ELECTRICITY FLOW IN HUMAN BRAINS

HIGH INVESTMENTS FROM PRIVATE COMPANIES AND THE PUBLIC SECTOR DRIVE TECHNOLOGY ADVANCEMENTS

MILITARY AND DEFENSE WILL BE THE KEY ADOPTERS AS PROCESSING INFORMATION IS CRITICAL AND CONFIDENTIAL IN THESE SECTORS

START-UPS ARE STRIVING TO BUILD SIMPLIFIED AND ENERGY-EFFICIENT CHIPS/SOFTWARE THAT RESPOND WITH HUMAN SPEED

NEUROMORPHIC AI WILL TRIGGER A NEW WAVE OF AI APPLICATIONS AND REVOLUTIONIZE ALL MAJOR SECTORS OF THE MODERN WORLD

CONTINUOUS COLLECTION AND ANALYSIS OF BEHAVIORAL DIGITAL BIOMARKERS ARE CRUCIAL FOR EARLY DISEASE DETECTION AND REMOTE PATIENT MONITORING

VOCAL BIOMARKERS ARE GAINING TRACTION DUE TO ITS WIDE APPLICABILITY, AND EARLY DIAGNOSTIC CAPABILITY

SIGNIFICANT R&D INVESTMENTS AND DEMAND FOR PREVENTIVE CARE SOLUTIONS DRIVE ADOPTION IN NORTH AMERICA AND EUROPE

DEVELOPMENT OF AI/ML ALGORITHMS AND VOICE PROCESSING TECHNOLOGY ARE INNOVATION THEMES FOR BEHAVIORAL DIGITAL BIOMARKERS

FUNDING TREND DEMONSTRATES DEVELOPMENT OF BEHAVIORAL DIGITAL BIOMARKERS FOR PREDICTING NEUROLOGICAL CONDITIONS

CONSUMER ELECTRONICS AND HEALTHCARE EXPECTED TO LEAD THE ADOPTION OF BEHAVIORAL DIGITAL BIOMARKERS

STAKEHOLDERS CREATE BEHAVIORAL DIGITAL BIOMARKERS SOLUTIONS FOR EARLY DISEASE DIAGNOSIS AND DECENTRALIZED CLINICAL TRIALS

BEHAVIORAL DIGITAL BIOMARKERS MARKET PARTICIPANTS ARE MAINLY LOCATED IN NORTH AMERICA AND EUROPE

INCREASING DEMAND FOR VOCAL BIOMARKERS AND RISING INTEREST IN PREVENTIVE HEALTHCARE ARE EXPECTED TO IMPROVE GLOBAL ADOPTION

NOVEL BIONIC HUMANOID TECHNOLOGY APPLICATIONS ACROSS VARIOUS SECTORS PROVIDE HIGH CUMULATIVE MARKET POTENTIAL

BIONIC HUMANOIDS MIMIC ORGAN FUNCTIONALITY

GROWING PREVALENCE OF CHRONIC DISEASES, TECHNOLOGICAL ADVANCEMENTS, AND REGULATORY SUPPORT PROPEL THE GROWTH OF BIONIC HUMANOIDS

PATENT INNOVATIONS MAINLY RELATE TO BIONIC EYES, BIONIC LIMBS, AND BIONIC KIDNEYS

US PUBLIC FUNDING TARGETS UNIVERSITIES AND STARTUPS WHILE EUROPE OFFERS HIGHER PRIVATE FUNDING FOR STARTUPS

HOME CARE IS A HIGH IMPACT SECTOR EXPECTED TO LEAD TECHNOLOGY ADOPTION

BIONIC LIMBS AND BIONIC KIDNEYS ARE PROMINENT FOCUS AREAS FOR STARTUPS

NORTH AMERICA IS A HOTSPOT FOR STARTUPS DEVELOPING BIONIC HUMANOIDS

TECHNOLOGY ADVANCEMENTS IMPROVING FUNCTIONALITY OF BIONIC HUMANOIDS

PATIENT ENGAGEMENT, BETTER TREATMENT OUTCOMES, AND GROWING R&D FOCUS BOOST THE IMMERSIVE THERAPEUTICS INDUSTRY

IMMERSIVE THERAPEUTICS DELIVER THERAPY USING AR, VR, AND HEAD-MOUNTED DISPLAYS TO TREAT OR MANAGE A DISEASE CONDITION

NORTH AMERICA RECORDS SIGNIFICANT MARKET GROWTH FROM THE DEVELOPMENT OF NOVEL SOLUTIONS, HIGH INVESTMENTS, AND REGULATORY APPROVALS

DEVELOPMENT OF PERSONALIZED VIRTUAL ENVIRONMENTS AND GAME-BASED THERAPY ARE KEY THEMES OF INNOVATION FOR IMMERSIVE THERAPEUTICS

FUNDING TREND INDICATES GROWTH IN THE DEVELOPMENT OF VR PLATFORMS FOR PAIN MANAGEMENT AND MENTAL HEALTH ISSUES

HEALTHCARE, ENTERTAINMENT, AND DEFENSE ARE EXPECTED TO ATTRACT SIGNIFICANT ADOPTION OF IMMERSIVE THERAPEUTICS

MENTAL HEALTH AND REHABILITATION WILL LEAD THE ADOPTION OF IMMERSIVE THERAPEUTICS AMONG ALL INDUSTRIES

STAKEHOLDERS PROMOTE IMMERSIVE THERAPEUTICS FOR PAIN MANAGEMENT, MENTAL HEALTH ISSUES, PHYSICAL REHABILITATION, AND NEUROLOGICAL DISORDERS

STARTUPS AND UNIVERSITIES ACTIVELY DEVELOP INNOVATIVE IMMERSIVE THERAPY SOLUTIONS

HARDWARE ADVANCEMENTS, TECHNOLOGY INTEGRATION, AND METAVERSE TO ENHANCE GLOBAL ADOPTION OF IMMERSIVE THERAPEUTICS

IMPROVED OUTCOMES FOR VARIOUS SURGICAL APPLICATIONS DRIVE THE INCISIONLESS SURGERY MARKET GROWTH

ROBOTIC SURGERY INNOVATIONS AND ADVANCED IMAGE-GUIDED TECHNIQUES FUEL THE INCISIONLESS SURGERY INDUSTRY

IMPROVED SURGICAL OUTCOMES WHILE MANAGING PROCEDURE VOLUMES DRIVE INCISIONLESS SURGERY MARKET GROWTH

HIGHLY FOCUSED ULTRASOUND AND ROBOTIC SURGERIES ARE THE PATENT FOCUS AREAS

PUBLIC FUNDING REVOLVES AROUND FOCUSED ULTRASOUND WHILE PRIVATE FUNDING FOCUSES ON R&D AND COMMERCIALIZATION

CAN SAFELY CONDUCT COMPLEX NEUROSURGERY, ENDOLUMINAL, AND GYNECOLOGICAL SURGERIES WITH HIGH PRECISION

STAKEHOLDERS OFFER PATIENT-CENTRIC INCISIONLESS SURGERIES FOR VARIOUS APPLICATIONS

EMERGING STARTUPS SUPPORTED BY LARGE MEDTECH PLAYERS IN THE INCISIONLESS SURGERY INDUSTRY

TECHNOLOGY INNOVATIONS TO MAKE INTERVENTIONS ATRAUMATIC, SAFE, AND PRECISE

AI-ENABLED, CLOUD-BASED, AND PORTABLE MEDICAL IMAGING WILL BECOME THE MAINSTAY OF DIAGNOSTIC IMAGING TOOLS

MOBILE MEDICAL IMAGING ENABLES DECENTRALIZED HEALTHCARE THROUGH ACCESSIBLE AND AFFORDABLE IMAGING SOLUTIONS

RADIATION SAFETY, INCREASED PORTABILITY, AND BETTER AI PREDICTABILITY IN MODALITIES WILL LEAD TO GREATER ADOPTION

CHINA LEADS IN MOBILE MEDICAL IMAGING PATENT FILINGS

PUBLIC FUNDING FOCUSES ON CLINICALLY TRANSLATABLE RESEARCH, WHILE PRIVATE FUNDING REVOLVES AROUND COMMERCIALIZATION AND ACCESSIBILITY

MOBILE MEDICAL IMAGING WILL BOOST HEALTHCARE CONSUMERISM THROUGH POINT-OF-CARE TESTING

PORTABLE X-RAY AND ULTRASOUND IMAGING FIND APPLICATIONS IN ALLIED SECTORS

STAKEHOLDERS ARE PROMOTING MOBILE MEDICAL IMAGING IN DIFFERENT APPLICATIONS

LAPTOP-BASED, CART-BASED, AND HANDHELD ULTRASOUND SYSTEMS REGISTER MAXIMUM DEVELOPMENT

TECHNOLOGY ADVANCEMENTS MEET THE RISING DEMAND FOR AFFORDABLE AND ACCESSIBLE DIAGNOSTIC IMAGING

MANY DISRUPTABLE SECTORS ENABLE HIGH CUMULATIVE MARKET POTENTIAL

FLEXIBLE AND CONFORMABLE ELECTRONICS AND SENSOR COMPONENTS ALLOW PRECISE MONITORING OR THERAPY

HIGH DEMAND FOR CONTINUOUS, REMOTE, AND PERSONALIZED DIAGNOSTICS AND THERAPEUTICS DRIVE MARKET GROWTH

HEALTH MONITORING DEVICE DESIGNS IS THE MAIN PATENT THEME

HIGHER PRIVATE FUNDING INDICATES A FOCUS ON COMMERCIALIZING HEALTH MONITORING AND NEUROMODULATION PATCHES

MONITORING AT HOSPITALS AND CLINICS, SELF- AND REMOTE MONITORING, AND NEUROMODULATION ARE THE HIGH IMPACT SECTORS

RESEARCH, SPORTS, NEUROSTIMULATION, INDUSTRIAL WORKERS, AND MILITARY SECTORS ARE EMERGING RAPIDLY

EARLY-STAGE COMPANIES EXPANDING THE APPLICATION POTENTIAL OF STICKTRONICS

STARTUPS AND UNIVERSITIES WORLDWIDE EXPLORING THE POTENTIAL OF STICKTRONICS

NEWER APPLICATIONS, MATERIAL RESEARCH, AND A HIGH INTEGRATION OF ELECTRONIC AND DIGITAL TECHNOLOGIES WILL INCREASE THE ADOPTION

GROWTH OF AI, CLOUD COMPUTING, AND 5G WILL ACCELERATE THE TECHNOLOGY PROLIFERATION OF DRAM

AN OVERVIEW OF ADVANCED DRAM TECHNOLOGY

NEED FOR A HIGH-BANDWIDTH AND LOW-POWER PRIMARY MEMORY IS DRIVING THE GLOBAL DEMAND FOR ADVANCED DRAM

HBM AND INTEGRATION OF DRAM WITH ADVANCED COMPUTING ARCHITECTURES ARE RESEARCH FOCUS AREAS

INVESTMENT AND INNOVATIONS FROM GLOBAL SEMICONDUCTOR MEMORY MANUFACTURERS IS ACCELERATING DRAM GROWTH

CONSUMER ELECTRONICS, ICT, AND AUTOMOTIVE ARE KEY AREAS OF INTEREST

DEMAND FOR HIGH-BANDWIDTH MEMORY SUPPORTED BY ADVANCED FABRICATION WILL DRIVE DRAM GROWTH

GROWTH OF IOT AND 5G WILL ACCELERATE THE TECHNOLOGY PROLIFERATION OF CUBESATCOM

AN OVERVIEW OF CUBESATCOM

THE NEED TO PROVIDE IOT CONNECTIVITY TO REMOTE GLOBAL LOCATIONS DRIVES THE GROWTH OF CUBESATCOM

CUBESATS AND NETWORKING HARDWARE TO ENABLE IOT AND 5G ARE KEY RESEARCH FOCUS AREAS

SATCOM OEMS AND START-UPS DRIVE TECHNOLOGY DEVELOPMENT IN CUBESATCOM

GOVERNMENT INVESTMENT AND VENTURE CAPITAL FUNDING WILL ACCELERATE SATCOM GROWTH

AGRICULTURE, TRANSPORT, LOGISTICS, AND AUTOMOTIVE ARE INTEREST AREAS

PUSH TOWARD BUILDING SATELLITE CONSTELLATIONS AND HIGH IOT ADOPTION WILL BOOST GROWTH

THE NEED FOR REAL-TIME INSIGHTS AND IMPROVED DATA SECURITY WILL LEAD TO THE ADOPTION OF EDGE INFERENCE CHIPS

CORE FUNCTION OF AI INFERENCING CHIPS IS TO CONVERT SENSOR-BASED AND OTHER UNSTRUCTURED DATA INTO INSIGHTS USING AI ALGORITHMS

UNITED STATES AND ASIA-PACIFIC ARE FORECAST TO CAPTURE A LARGE MARKET SHARE OWING TO THE HIGH PROLIFERATION OF IOT DEVICES

TOP SEMICONDUCTOR COMPANIES AND TECHNOLOGY PROVIDERS DOMINATE THE EDGE INFERENCE PATENT LANDSCAPE

GLOBAL STARTUPS SEEK TECHNOLOGY DEVELOPMENT IN ACCELERATORS FOR AI-BASED APPLICATIONS

AUTOMOTIVE AND MANUFACTURING & PACKAGING ARE HIGH-IMPACT INDUSTRIES

STARTUPS LEVERAGE FUNDS AND PARTNERSHIPS TO ACCELERATE ADVANCEMENTS IN EDGE INFERENCE CHIPS

HARDWARE INNOVATION AND EMERGING APPLICATIONS ARE VITAL TO THE GROWTH OF EDGE AI CHIPS

THE AGGREGATION OF LICENSING AUTHORITY FOR LEGACY CHIP ARCHITECTURE WITHIN FEW ENTERPRISES ENCOURAGES CHIPSET INNOVATORS TO EXPLORE RISC-V

A RISC-V CORE USER MUST PAY A ONE-TIME ROYALTY FEE TO THE DEVELOPER, WHILE USING ARM CORE REQUIRES A ROYALTY FOR EVERY CHIP PRODUCED

FAVORABLE GOVERNMENT POLICIES ACCELERATE LARGE-SCALE RISC-V PROCESSOR DEPLOYMENT

A RISC-V CORE USER MUST PAY A ONE-TIME ROYALTY FEE TO THE DEVELOPER, WHILE USING ARM CORE REQUIRES A ROYALTY FOR EVERY CHIP PRODUCED

FAVORABLE GOVERNMENT POLICIES ACCELERATE LARGE-SCALE RISC-V PROCESSOR DEPLOYMENT

RISC-V PROCESSORS RECORD A STEADY RISE IN PATENT FILINGS

GLOBAL STARTUPS SEEK TO IMPROVE RISC-V CHIPS’ PERFORMANCE AND POWER EFFICIENCY THROUGH CONTINUOUS INNOVATIONS

AUTOMOTIVE, TELECOMMUNICATIONS, AND CONSUMER ELECTRONICS ARE THE HIGH-IMPACT INDUSTRIES

GOVERNMENT FUNDING AND VERTICAL ALLIANCES PROMOTE RISC-V SOLUTIONS R&D

INCREASING INDUSTRIAL AI ADOPTION IS VITAL TO RISC-V GROWTH

NEED TO BOOST THE ACCURACY AND EFFICIENCY OF MANUAL TASKS WILL ACCELERATE THE ADOPTION OF XR DISPLAYS

MICROLED AND WAVEGUIDES ARE EXPECTED TO DRIVE THE FUTURE OF XR DISPLAYS

LARGE-SCALE XR DEVICE DEPLOYMENT IS ACCELERATED BY GROWING ATTRACTIVENESS OF METAVERSE

HEAD-MOUNTED DISPLAYS AND HOLOGRAPHIC TECHNOLOGY ARE KEY RESEARCH AREAS

HOLOGRAPHIC AND MICROLED DISPLAY TECHNOLOGIES ARE AT THE FOREFRONT OF XR DISPLAY INNOVATIONS

ENTERTAINMENT, HEALTHCARE, AND MANUFACTURING ARE HIGH-IMPACT INDUSTRIES

PRODUCT COMMERCIALIZATION AND FACILITY EXPANSION ARE MAJOR ACTIVITIES BEING EXECUTED THROUGH ROBUST FUNDING

MATERIAL INNOVATION, NEW FABRICATION TECHNOLOGIES, AND ADVANCED EDGE AI CHIPS ARE VITAL TO THE GROWTH OF XR DEVICES

4D RADAR PROVIDES SUPERIOR ACCURACY FOR POSITION AND VELOCITY MEASUREMENTS

THE EVOLUTION OF RADAR: FROM 2D TO 4D

STRATEGIC ALLIANCES AND PRODUCT INNOVATIONS BOOST 4D RADAR MARKET GROWTH

POINT CLOUD PROCESSING AND STEREO IMAGING ARE KEY TECHNOLOGY DEVELOPMENT AREAS

COMPANIES ARE DEVELOPING HIGH-RESOLUTION 4D IMAGING RADAR AS AN ALTERNATIVE SENSOR TO LIDAR FOR ADAS AND AVS

4D RADARS OFFER HIGH-RESOLUTION SENSING CAPABILITIES WITH A HIGHER DEGREE OF ACCURACY

4D RADAR GROWTH SPURS HIGH INVESTMENT FROM VENTURE CAPITALISTS TO ACCELERATE COMMERCIALIZATION OF THE RADIO FREQUENCY ECOSYSTEM

4D RADAR WILL PAVE THE WAY FOR L5 AUTONOMOUS VEHICLES AND BECOME A KEY VITAL SIGN MONITORING SOLUTION IN HEALTHCARE

BATTERY-LESS SENSORS POISED TO IMPACT MANUFACTURING, HEALTHCARE, AND SMART CITIES

BATTERY-LESS SENSORS CARRY OUT PERVASIVE OBJECT TRACKING TASKS

TECHNOLOGY ADVANCEMENTS AND GOVERNMENT INTEREST DRIVE MARKET GROWTH

TECHNOLOGY ADVANCEMENTS ENABLE THE DEVELOPMENT OF SELF-SUFFICIENT POWER MANAGEMENT SYSTEMS

VC FUNDING SPURS THE GROWTH OF THE AMBIENT IOT STARTUP ECOSYSTEM

TECHNOLOGY ADVANCEMENTS BY BATTERY-LESS SENSOR COMPANIES ARE ENABLING A MULTITUDE OF APPLICATIONS

BATTERY-LESS SENSORS WILL BE CRUCIAL TO LOWERING CO2 EMISSIONS OF EQUIPMENT

COMPUTATIONAL RFID, BACKSCATTERING, AND NANOWATT COMPUTING LEAD THE WAY TO SMART CITIES

HYPERSPECTRAL IMAGING SENSORS ARE EMERGING AS NEXT-GENERATION IMAGING TECHNOLOGY FOR INDUSTRIAL AND COMMERCIAL END USERS

MATERIAL IDENTIFICATION AND MULTIDIMENSIONAL DATA FEATURES ARE OPENING NEW MARKETS FOR HYPERSPECTRAL IMAGING

ADOPTION OF COGNITIVE TECHNOLOGIES IS A KEY DRIVER FOR HYPERSPECTRAL IMAGING DEVELOPMENT

PATENT TRENDS INDICATE R&D FOCUS ON MINIATURIZATION AND IMPROVED SENSING RANGE

SPACE AND INDUSTRIAL APPLICATIONS DRIVE FUNDING INITIATIVES

MILITARY & DEFENSE, AGRICULTURE, AND AEROSPACE ARE HIGH-IMPACT SECTORS

EMERGING STARTUPS BOOST THE ADOPTION OF HYPERSPECTRAL IMAGING TECHNOLOGY

HYPERSPECTRAL IMAGING ENABLES THE FUTURE OF SMART FARMING 4.0 THROUGH EARLY PREDICTION OF CROP DAMAGE

QUANTUM SENSORS POISED TO IMPACT AEROSPACE, AUTOMOTIVE, AND MILITARY AND DEFENSE SECTORS

HIGH SENSITIVITY, HIGH PRECISION, AND VERSATILITY FEATURES ARE DRIVING QUANTUM SENSOR DEVELOPMENTS

TECHNOLOGY CONVERGENCE SUCH AS QUANTUM COMPUTING AND IOT WILL BOOST MARKET GROWTH GLOBALLY

PATENT TREND INDICATES INTEREST ON ASPECTS SUCH AS HIGH ACCURACY AND IMPROVED SENSING CAPABILITY

OPPORTUNITIES in QUANTUM COMPUTING AND SPACE SECTORS WITH HIGH VC FUNDING

AUTOMOTIVE, MILITARY, AND AEROSPACE ARE HIGH-IMPACT SECTORS

COMPANIES AND ORGANIZATIONS FROM NORTH AMERICA AND EUROPE ARE DRIVING ADVANCEMENTS IN QUANTUM SENSORS

ARTIFICIAL INTELLIGENCE AND LAB-ON-CHIP TECHNOLOGIES ARE CREATING NEW OPPORTURNITIES IN QUANTUM SENSORS

3D MAPPING AND IMAGING ARE THE KEY DRIVERS IMPACTING ADOPTION OF SOLID-STATE LIDAR

SOLID STATE LIDAR: A COST-EFFECTIVE SOLUTION FOR RANGE SENSING

TECHNOLOGY ENHANCEMENTS IN SOLID-STATE LIDAR DESIGN AND FUNCTIONALITIES BOOST NEW PRODUCT DEVELOPMENT

PATENT TRENDS INDICATE R&D FOCUS ON EYE-SAFE LIDAR SYSTEMS AND IMPROVED DETECTION RANGE

DESIGN FLEXIBILITY AND NEW PRODUCT DEVELOPMENT INITIATIVES DRIVEN BY STRONG R&D EFFORTS ARE INFLUENCING ADOPTION

AUTOMOTIVE, MANUFACTURING, AND MILITARY ARE KEY GROWTH AREAS FOR THE SOLID-STATE LIDAR MARKET

THE RAPID EXPANSION OF SOLID-STATE LIDAR IS PROMPTING SUBSTANTIAL INVESTMENT FROM VENTURE CAPITALISTS TO EXPEDITE COMMERCIALIZATION

THE GROWTH OF SOLID-STATE LIDAR TECHNOLOGY RELIES ON INCREASING ADOPTION OF MONITORING AND SAFETY-BASED FEATURES

TECHNOLOGY ATTRACTIVENESS MATRIX

MARKET ATTRACTIVENESS MATRIX

STRATEGIC OPPORTUNITIES MATRIX

ABBREVIATIONS

TOP 50 TECHNOLOGIES SELECTION METHODOLOGY—COUNTRIES CONSIDERED FOR EVALUATING REGIONAL ADOPTION

TOP 50 TECHNOLOGIES SELECTION METHODOLOGY—INDUSTRIES CONSIDERED FOR SEI RATING

2023 MEGA TRENDS DEFINING THE TOP 50 TECHNOLOGIES

TECHNOLOGY READINESS LEVELS (TRL): EXPLANATION

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