Lilly Tech Systems
AI Use Cases by Industry
Master AI applications by industry. 50 industry deep dives across 300 lessons covering healthcare, life sciences, financial services, retail, manufacturing, energy, transportation, real estate, public sector, education, media, sports, entertainment, telecom, and hospitality.
All Industries
50 industry deep dives organized into 10 sectors. Each industry has 6 high-impact AI use cases.
Healthcare & Life Sciences
Healthcare Providers
AI use cases for hospitals, clinics, and health systems. Ambient clinical scribes, medical imaging, clinical decision support, patient triage, revenue cycle, and drug interaction checking.
6 LessonsPharmaceuticals
AI use cases for pharma companies. Drug discovery, clinical trial optimization, real-world evidence, pharmacovigilance, manufacturing quality, and pharma sales/marketing AI.
6 LessonsBiotech
AI use cases for biotech firms. Protein folding (AlphaFold), genomic analysis, CRISPR target design, synthetic biology, lab automation, and bioinformatics pipelines.
6 LessonsMedical Devices
AI use cases for medical device makers. AI-powered diagnostics, continuous patient monitoring, medical robotics, wearables, SaMD, and predictive maintenance.
6 LessonsMental Health & Therapy
AI use cases in mental health. AI therapy chatbots, suicide risk detection, therapy note AI, mood tracking, CBT delivery, and therapist matching.
6 LessonsHealth Insurance
AI use cases for health insurers. Claims processing, fraud detection, underwriting automation, member engagement, prior authorization, and risk stratification.
6 LessonsFinancial Services
Retail Banking
AI use cases for consumer banks. AI chatbots and voice banking, fraud detection, AML/KYC automation, personalized recommendations, credit decisioning, and onboarding.
6 LessonsInvestment Banking
AI use cases in investment banking. Pitch book generation, deal sourcing, market research synthesis, earnings call analysis, M&A due diligence, and trading floor copilots.
6 LessonsInsurance (P&C)
AI use cases for property & casualty insurance. Claims triage, photo damage assessment, underwriting automation, subrogation AI, customer service bots, and CAT modeling.
6 LessonsWealth Management
AI use cases in wealth management. Robo-advisors, portfolio optimization, client sentiment analysis, compliance & surveillance, tax loss harvesting, and personalized plans.
6 LessonsFintech & Payments
AI use cases for fintech and payment processors. Real-time fraud detection, payment routing AI, BNPL underwriting, cross-border compliance, and reconciliation.
6 LessonsLending & Credit
AI use cases in lending. Credit scoring, loan origination, collections AI, SMB lending automation, income verification, and default prediction.
6 LessonsCrypto & Blockchain
AI use cases in crypto and blockchain. AI crypto trading, on-chain analytics, smart contract audit AI, NFT generation, fraud detection, and stablecoin risk models.
6 LessonsAccounting & Audit
AI use cases for accountants and auditors. AI audit sampling, invoice processing AI, expense categorization, financial statement drafting, tax prep AI, and GL anomaly detection.
6 LessonsRetail & Commerce
E-commerce
AI use cases for online retailers. Personalized recommendations, search relevance AI, visual search, dynamic pricing, customer service chatbots, and product description generation.
6 LessonsBrick-and-Mortar Retail
AI use cases for physical stores. Computer vision loss prevention, foot traffic analytics, smart shelves, cashierless checkout, workforce scheduling, and endless aisle.
6 LessonsFashion & Apparel
AI use cases in fashion. AI trend forecasting, virtual try-on, AI lookbook generation, inventory optimization, personal stylist AI, and counterfeit detection.
6 LessonsBeauty & Cosmetics
AI use cases in beauty. AI skin analysis, virtual makeup try-on, personalized skincare recommendations, AR beauty filters, shade matching, and product reformulation.
6 LessonsGrocery & Food Retail
AI use cases in grocery. Demand forecasting, replenishment AI, personalized promotions, recipe AI, smart shopping assistants, and spoilage reduction.
6 LessonsQuick Service Restaurants
AI use cases in QSR. AI drive-thru voice ordering, demand forecasting, menu optimization, drive-thru computer vision, kitchen robotics, and personalized loyalty.
6 LessonsManufacturing & Industrial
Discrete Manufacturing
AI use cases for discrete manufacturers. Predictive maintenance, visual quality inspection, production scheduling, demand sensing, worker safety, and generative design.
6 LessonsProcess & Chemical Manufacturing
AI use cases for process and chemical industries. Process optimization, yield prediction, SCADA anomaly detection, formulation AI, batch quality, and plant safety.
6 LessonsAutomotive
AI use cases in automotive. Autonomous driving, ADAS features, generative design, connected vehicle analytics, manufacturing quality, and dealer/service AI.
6 LessonsAerospace & Defense
AI use cases in aerospace & defense. Predictive maintenance for aircraft, autonomous drones, satellite imagery analysis, mission planning, generative design, and pilot decision support.
6 LessonsSemiconductors
AI use cases for semiconductor companies. Chip design AI (AlphaChip), yield prediction, photolithography defect detection, equipment maintenance, wafer inspection, and EDA copilots.
6 LessonsMining
AI use cases in mining. Autonomous haulage, ore grade prediction, worker safety, equipment maintenance, drill optimization, and geological modeling.
6 LessonsEnergy & Utilities
Oil & Gas
AI use cases in oil & gas. Reservoir modeling, drilling optimization, predictive maintenance for rigs, pipeline anomaly detection, seismic interpretation, and refinery optimization.
6 LessonsRenewable Energy
AI use cases in renewables. Solar/wind production forecasting, battery optimization, asset performance, grid integration, site selection, and EV charging optimization.
6 LessonsUtilities (Electric & Water)
AI use cases for utilities. Grid management, demand forecasting, outage prediction, smart meter analytics, customer service AI, and vegetation management with drones.
6 LessonsNuclear Energy
AI use cases in nuclear. Reactor safety monitoring, predictive maintenance for reactors, SMR design AI, operator decision support, waste storage optimization, and anomaly detection.
6 LessonsTransportation & Logistics
Logistics & Shipping
AI use cases in logistics. Route optimization, demand forecasting, warehouse robotics, last-mile delivery AI, customs & compliance AI, and freight pricing.
6 LessonsAviation
AI use cases in aviation. Flight schedule optimization, predictive maintenance, ATC AI, passenger service bots, crew scheduling, and cargo loading optimization.
6 LessonsRail
AI use cases in rail. Predictive maintenance for trains, track defect detection (CV), schedule optimization, energy-efficient driving, passenger info, and freight yard optimization.
6 LessonsLast-Mile Delivery
AI use cases in last-mile delivery. Route optimization, driver apps with AI, delivery drones, computer vision for sortation, dynamic ETA, and returns processing.
6 LessonsReal Estate & Construction
Real Estate
AI use cases in real estate. Property valuation (AVMs), lead scoring, listing description AI, virtual tours with AI, market trend analysis, and mortgage document AI.
6 LessonsPropTech
AI use cases in PropTech. Smart building management, energy/HVAC optimization, tenant experience AI, lease abstraction, predictive maintenance, and underwriting.
6 LessonsConstruction & AEC
AI use cases in construction and AEC. Generative design for buildings, construction progress AI (drones+CV), BIM AI copilots, worker safety, bid estimation, and schedule risk.
6 LessonsPublic Sector & Education
Government & Public Sector
AI use cases in government. Citizen service chatbots, document processing AI, fraud detection (tax, benefits), permit processing, and government translation services.
6 LessonsDefense & Military
AI use cases in defense. Autonomous systems, intelligence analysis (OSINT), logistics & predictive maintenance, decision support, cyber defense AI, and wargaming.
6 LessonsPublic Safety / First Responders
AI use cases for public safety. 911 call AI triage, license plate recognition, drone-based search & rescue, body cam analysis, and disaster response AI.
6 LessonsK-12 Education
AI use cases in K-12. AI tutors, adaptive learning, grading & feedback AI, IEP generation, teacher assistant AI, and plagiarism / AI-detection.
6 LessonsHigher Education
AI use cases in higher ed. Admissions AI, AI research copilots, course recommendation, student success AI, library AI assistants, and grading AI.
6 LessonsMedia, Sports & Entertainment
Media & Publishing
AI use cases in media. AI content generation, personalized news feeds, caption & subtitle AI, image tagging, comment moderation, and translation/localization.
6 LessonsStreaming & OTT
AI use cases in streaming. Content recommendation, AI thumbnail generation, content moderation, video compression AI, personalized trailers, and subtitle generation.
6 LessonsGaming
AI use cases in gaming. NPC AI / game agents, procedural content generation, anti-cheat AI, asset generation, AI voice acting, and player matchmaking.
6 LessonsSports
AI use cases in sports. Performance analytics, injury prediction, scouting AI, fan engagement AI, refereeing AI (VAR), and broadcast production AI.
6 LessonsMusic & Live Events
AI use cases in music & live events. AI music generation, setlist optimization, crowd analytics, ticketing fraud detection, AI concert visuals, and tour logistics.
6 LessonsServices & Hospitality
Telecommunications
AI use cases in telecom. Network optimization AI, predictive maintenance, customer service AI, churn prediction, 5G slicing AI, and fraud detection.
6 LessonsHospitality & Hotels
AI use cases in hospitality. Dynamic pricing, guest personalization, concierge chatbots, predictive maintenance, demand forecasting, and review sentiment analysis.
6 LessonsTravel & Tourism
AI use cases in travel & tourism. AI trip planning, dynamic pricing, travel chatbots, sentiment analysis on reviews, personalized recommendations, and translation services.
6 LessonsWhy an Industry Track?
AI ships when it fits the workflow, regulations, and economics of a specific industry. This track gives you that map.
Healthcare + Finance
14 industries across the most regulated and AI-impacted sectors: providers, pharma, biotech, devices, mental health, insurance, banking, fintech, lending, crypto, accounting.
Retail + Manufacturing
12 industries across e-commerce, retail stores, fashion, beauty, grocery, QSR, discrete and process manufacturing, automotive, aerospace, semiconductors, mining.
Energy + Transport + Real Estate
11 industries: oil & gas, renewables, utilities, nuclear, logistics, aviation, rail, last-mile, real estate, PropTech, construction.
Public + Media + Services
13 industries across government, defense, public safety, K-12, higher ed, media, streaming, gaming, sports, music, telecom, hospitality, travel.