Claude Partner NetworkOfficial Anthropic partnerIndustries

AI agents for the companies that run the real economy.

192 industries and 768 use cases, written for midsize companies: manufacturers, distributors, contractors, clinics, banks, agencies and service firms with lean back offices and real operations.

In short

Midsize companies outside tech get the fastest payback from AI agents in back-office and operations work that is high-volume, rule-based and spread across email, spreadsheets and an ERP: order entry, invoices and collections, scheduling and dispatch, quoting, compliance paperwork and customer calls. Pick your industry to see the use cases and the agents that run them.

Manufacturing

29 industries

ManufacturingInvisible line losses · Production scheduling Food & Beverage ManufacturingRetailer chargebacks and deductions · FSMA and audit paperwork Plastics & PackagingQuotes that take days · Resin costs that eat margin Metal Fabrication & MachiningEstimating is the bottleneck · Due dates that slip Industrial Machinery & EquipmentConfigured quotes stuck in engineering · Aftermarket parts left on the table Specialty ChemicalsEnvironmental permits and reports · Batch deviations Building Products & MaterialsDealer orders by email and PDF · Seasonal demand swings Consumer Products ManufacturingRetailer compliance and chargebacks · Forecasts by channel Aerospace & Defense SuppliersFirst-article and inspection records · RFQs with long technical packages Automotive Parts SuppliersOEM release changes · PPAP and quality documentation Electronics Contract ManufacturingBOM quotes with shortages · Engineering change orders Medical Device ManufacturingComplaint handling and CAPA · Design and production records Contract Pharma & NutraceuticalsBatch record review · Deviations and OOS results Cosmetics & Personal CareRetailer onboarding and chargebacks · Ingredient and label compliance Paper, Printing & ConvertingEstimating custom jobs · Press scheduling Textiles & Apparel ManufacturingSeasonal production plans · Retailer compliance and deductions Furniture & CabinetryConfigured dealer quotes · Order changes and status Glass, Ceramics & StoneProject quotes and takeoffs · Furnace and kiln utilization Rubber & Plastic ComponentsMold maintenance · Resin price escalators Foundries & ForgingScrap and casting defects · Energy-heavy schedules HVAC Equipment ManufacturingContractor and distributor quotes · Technical support calls Electrical Equipment ManufacturingSubmittals and technical quotes · Long-lead components Pumps, Valves & Flow ControlConfigured orders · Distributor support Agricultural & Construction Equipment ManufacturingDealer orders and support · Seasonal production Bakery & Snack FoodsPromotion-driven demand · Retailer deductions Meat & Poultry ProcessingInspection and HACCP records · Yield and giveaway Dairy & Beverage ProcessingDaily order to production · Sanitation and CIP records Craft Breweries, Wineries & DistilleriesExcise and compliance reporting · Distributor depletion data Pet Food & Pet ProductsChannel forecasts · Ingredient sourcing

Distribution & Logistics

20 industries

Logistics & TransportationExceptions discovered late · Manual route planning Wholesale DistributionOrder entry by hand · Pricing and rebates that leak Foodservice DistributionLate-night orders by text · Routes rebuilt every morning Industrial & MRO DistributionPart lookup and cross-reference · RFQs from plant buyers Warehousing & 3PLClient billing that misses charges · Exceptions clients discover first Waste & Environmental ServicesRoute density and missed pickups · Truck downtime Building Materials DistributionContractor orders by text · Delivery routing Electrical, Plumbing & HVAC DistributionProject quotes · Counter and phone orders Chemical DistributionSDS and documentation requests · Hazmat shipping compliance Medical Supply DistributionClinic orders and substitutions · Contract pricing accuracy Beverage & Alcohol DistributionRoute sales support · Delivery routing Auto Parts DistributionFitment calls from shops · Hot-shot deliveries Trucking & LTL CarriersLoad quotes and spot pricing · Driver recruiting and retention Freight BrokerageQuote speed · Carrier vetting and fraud Last-Mile & Final-Mile DeliveryRoute planning · Customer updates Cold Chain LogisticsTemperature excursions · Customer billing Moving & RelocationInbound leads and estimates · Crew and truck scheduling Drayage & Freight ForwardingContainer tracking · Demurrage and detention Janitorial, Packaging & Office Supply DistributionReorders from customers · Account growth Propane & Fuel DistributionDelivery forecasting · Customer calls in cold snaps

Construction & Real Estate

17 industries

Real Estate & ConstructionLeads that cool before the showing · Tenant screening General ContractorsBid packages and leveling · Pay apps and change orders Specialty ContractorsCrew scheduling across jobs · Takeoffs and estimates HomebuildersLeads that go cold · Buyer questions during construction Property ManagementLeasing inquiries after hours · Applicant screening Civil & Heavy Civil ConstructionPublic bid packages · Equipment uptime Roofing & Exterior ContractorsStorm lead spikes · Insurance claim paperwork Landscaping & Grounds MaintenanceCrew routing · Seasonal hiring Restoration & RemediationEmergency calls after hours · Job documentation and scopes Concrete & Paving ContractorsBids and takeoffs · Weather-driven scheduling Design-Build FirmsRFIs and submittals · Budget and change orders Multifamily Owners & OperatorsLeasing inquiries · Applicant screening Commercial Real Estate Owners & ManagersLease abstraction · CAM reconciliations Self-Storage OperatorsRental inquiries · Delinquency and lien process Community Association ManagementHomeowner questions · Violations and architectural requests Real Estate BrokeragesLead follow-up · Transaction compliance Title & Escrow CompaniesTitle review and curative · Closing status updates

Healthcare

17 industries

HealthcareA fragmented patient journey · Denials and prior auth Senior Living & Home HealthCaregiver shifts uncovered · Hiring caregivers fast enough Dental & Specialty Practice GroupsNo-shows and open chairs · Insurance verification Outpatient & Therapy ClinicsReferrals that never schedule · Authorizations and visit limits Physician GroupsScheduling and no-shows · Prior authorization Ambulatory Surgery CentersCase scheduling and pre-op · Authorizations Urgent Care GroupsPatient intake and wait times · Clinic staffing Home Medical Equipment (DME)Order documentation · Resupply programs Independent Pharmacies & Pharmacy GroupsRefill and status calls · Prior authorizations Clinical Labs & DiagnosticsMissing requisition data · Billing and denials Imaging CentersReferral to scheduled exam · Authorizations Behavioral Health ProvidersIntake and verification of benefits · Clinician scheduling Veterinary Hospital GroupsClient calls and booking · Reminders and preventive care Eye Care & Optometry GroupsVision and medical benefits · Recall and scheduling Community Health CentersPatient access and scheduling · Grant and UDS reporting Hospice & Palliative CareReferral response · Visit scheduling Dental & Medical Device LabsCase intake and missing information · Remakes and quality

Financial Services & Insurance

18 industries

Financial ServicesSlow, expensive onboarding · Underwriting by hand Community BanksAccount opening and BSA/KYC · Small business and consumer lending Specialty Lenders & Equipment FinanceCredit decisions in days, not hours · Documentation and funding InsuranceSlow quoting · Slow claims handling Independent Insurance Agencies & MGAsQuoting across carriers · Renewals at the last minute Credit UnionsMember service volume · Consumer lending Wealth Management & RIAsClient meeting prep · New account paperwork Mortgage Lenders & BrokersBorrower documents · Condition clearing Auto & Consumer FinanceDealer application speed · Stip and document review Merchant Services & Payment ISOsMerchant onboarding · Merchant support Collection Agencies & Debt ServicersAccount prioritization · Compliant communications Independent Broker-DealersAdvisor support desk · Supervision and surveillance Regional P&C CarriersSubmission intake · First notice of loss Employee Benefits BrokersRenewal marketing · Employee questions Third-Party Administrators (TPAs)Claim intake · Adjuster workload Workers' Comp & Specialty InsurersInjury intake · Medical provider networks MGAs & Program AdministratorsQuote and bind speed · Bordereaux reporting Premium Finance CompaniesQuote and agreement · Payment collection

Professional & Business Services

23 industries

Professional ServicesProposals and RFPs eat senior time · Project margin discovered at the end Accounting & CPA FirmsChasing client documents · Bookkeeping and close for clients Law FirmsClient intake and conflicts · Deadlines and docketing Engineering & Architecture FirmsProposals and SOQs · Project budgets that overrun Staffing & Recruiting AgenciesScreening at volume · Candidates who go dark Facility ServicesOpen shifts and turnover · Work orders from clients Home Services (HVAC, Plumbing, Electrical)Missed calls and after-hours leads · Dispatch and technician routing Management Consulting FirmsProposals and SOWs · Research for engagements Marketing & Creative AgenciesClient reporting · Scope creep Payroll, PEO & HR Services FirmsEmployee questions · Payroll pre-checks Call Centers & BPO ProvidersTier-one volume · Quality assurance Executive Search & Recruiting FirmsMarket mapping · Candidate outreach Environmental & Engineering ConsultingProposals and qualifications · Field data and reports Background Screening & Verification FirmsEmployment and education verifications · Applicant questions Security Guard ServicesOpen posts and overtime · Guard hiring and licensing Pest Control CompaniesInbound calls and quotes · Route optimization Funeral Homes & CemeteriesAfter-hours family calls · Paperwork and permits Uniform & Linen ServicesContract renewals · Route efficiency Printing & Marketing Services FirmsQuotes for custom jobs · Proof approvals Appraisal & Inspection FirmsScheduling inspections · Report drafting Nonprofits & AssociationsMember and donor questions · Fundraising follow-up Testing, Inspection & Certification LabsSample intake · Client status questions Event Planning & Production CompaniesVendor sourcing and quotes · Client proposals

Retail, Restaurants & Hospitality

18 industries

Retail & E-commerceEmpty shelves · Inventory that doesn't match Grocery & Specialty RetailPerishable shrink · Vendor deliveries and invoices Multi-Unit Restaurants & FranchisesFood cost and vendor invoices · Labor scheduling Hotels & Hospitality GroupsGuest messages and calls · Group and event sales Convenience Stores & Fuel RetailStore staffing · Vendor invoices Home Furnishings & Mattress RetailShowroom lead follow-up · Special order status Sporting Goods & Outdoor RetailSeasonal buys · Store replenishment Apparel & Specialty RetailSize and assortment planning · Returns processing Hardware & Home Improvement StoresOut-of-stocks · Pro customer orders Pet Specialty Retail & ServicesAutoship and repeat purchases · Grooming and service booking Salon, Spa & Wellness ChainsBooking and rebooking · No-shows and cancellations Fitness Clubs & StudiosLead follow-up · Member retention Franchisors & Franchise BrandsFranchise development leads · Franchisee support Catering & Contract Food ServiceCatering inquiries · Production and purchasing Resorts, Golf & Country ClubsReservations and member requests · Seasonal staffing Vacation Rental ManagersGuest messaging · Turnover coordination DTC & E-commerce BrandsCustomer support volume · Retention and personalization Casinos & Gaming OperatorsGuest and host requests · 24/7 staffing

Automotive & Equipment

10 industries

Automotive & DealershipsService scheduling and aftersales · The right part for the right vehicle Heavy Equipment & Truck DealersParts requests by phone · Service bay utilization Franchise Auto Dealer GroupsInternet lead response · Service scheduling Independent Used Car DealersLead response · Reconditioning time Collision Repair MSOsSupplements and estimates · Parts ordering Auto Repair & Maintenance ChainsAppointment booking · Declined service follow-up RV, Marine & Powersports DealersSeasonal lead follow-up · Service backlog Tire Dealers & Service CentersFleet road service calls · Seasonal changeovers Fleet Leasing & Vehicle RentalMaintenance scheduling · Damage recovery Equipment Rental CompaniesRental quotes and availability · Maintenance between rentals

Energy, Utilities & Agriculture

17 industries

Energy & UtilitiesLoad forecasting and balancing · Grid asset inspection Agriculture & AgribusinessAgronomic support for growers · Buying inputs in the right window Electric CooperativesOutage response · Vegetation and asset inspections Municipal UtilitiesCustomer service volume · Aging asset maintenance Water & Wastewater UtilitiesCompliance sampling and reports · Main breaks and work orders Solar & Energy ContractorsLead qualification · Permits and interconnection Oil & Gas ServicesField ticket processing · Equipment maintenance Energy Services Companies (ESCOs)Energy audits and proposals · Utility incentive applications Retail Energy ProvidersEnrollment and switching · Billing questions Midstream & Pipeline OperatorsIntegrity inspections · Regulatory compliance Grain Elevators & Ag CooperativesGrower contract questions · Settlements and payments Produce Growers & PackersTraceability and food safety · Harvest labor Nurseries & GreenhousesSeasonal order forecasting · Customer orders and availability Cattle, Dairy & Livestock OperationsFeed and input purchasing · Animal health records Agricultural RetailersAgronomy questions · Input financing Vineyards & Specialty CropsGrower and buyer contracts · Harvest labor Farmland Investors & Farm ManagersLease terms and renewals · Rent collections

Education & Public Sector

14 industries

EducationAdmissions and enrollment · Dropouts noticed too late Government & Public SectorResident services · Procurement and contracts Private & Independent K-12 SchoolsAdmissions inquiries · Tuition and payment plans Charter School NetworksEnrollment and lotteries · Compliance reporting Community CollegesEnrollment questions · Retention and completion Career & Trade SchoolsInquiry to enrollment · Student retention Private Colleges & UniversitiesAdmissions yield · Retention and advising Childcare & Early Learning CentersTours and enrollment · Staffing ratios CountiesResident requests · Procurement and contracts Cities & Municipalities311 and service requests · Permits and licenses School DistrictsSubstitute and staff hiring · Family questions Transit Agencies & Special DistrictsRider questions and complaints · Fleet maintenance Public Housing AuthoritiesApplicant and tenant questions · Inspections Courts & Clerk's OfficesPublic questions · Filings intake

Media, Telecom & Software

9 industries

Media & EntertainmentAudience and programming · Rights and royalties TelecommunicationsTechnical support at scale · Activation and provisioning Software & SaaSExpansion that runs on gut feel · Incidents and reliability Rural Broadband ProvidersTechnical support · Install scheduling Regional Cable & Fiber OperatorsSupport and truck rolls · Billing disputes Live Event Venues & PromotersTicket sales pacing · Show staffing Local Media & BroadcastersAdvertiser prospecting · Proposals and makegoods Publishers & B2B MediaSubscriber retention · Rights and royalties Sports Teams, Leagues & FacilitiesSeason and group ticket sales · Sponsorship reporting

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