Industry-by-industry automation map with civil-only safety constraints and operational readiness guidance.
What the job is: Site surveying, quantity takeoff, safety monitoring, progress tracking.
What tasks it does: Repeated measuring, reporting, scheduling, materials checks.
How automation works: Vision systems, digital twins, robotic layout tools, RPA reports.
Materials or tech needed: Drones (civil), scanners, BIM stack, autonomous equipment controls.
Process to automate it: Map workflow, digitize inputs, deploy assistive robotics, validate outputs.
Energy required: Medium for scanning, compute, and robotic equipment support.
What the job is: Triage support, claims processing, inventory and checkout operations.
What tasks it does: Data entry, queue management, restocking, billing workflows.
How automation works: Clinical decision support, RPA back office, shelf vision, smart POS.
Materials or tech needed: EHR APIs, robotics carts, scanners, workflow engines.
Process to automate it: Standardize SOPs, integrate systems, run supervised pilots, scale safely.
Energy required: Low to medium with continuous compute and device charging.
What the job is: Picking, packing, QA inspection, line balancing, dispatch planning.
What tasks it does: Repetitive handling, quality checks, route scheduling, exception triage.
How automation works: AMRs, robotic cells, OCR, predictive optimization, digital control towers.
Materials or tech needed: Conveyors, sensors, industrial robots, orchestration software.
Process to automate it: Baseline KPIs, automate high-volume loops, fail-safe and rollback testing.
Energy required: Medium to high depending on throughput and robotics density.
What the job is: Helpdesk, compliance, case management, finance and policy operations.
What tasks it does: Ticket routing, document validation, reconciliation, reporting.
How automation works: RPA, LLM copilots, workflow automation, anomaly detection.
Materials or tech needed: Secure APIs, IAM controls, audit logs, governance tooling.
Process to automate it: Classify tasks, apply low-risk automation first, monitor human override paths.
Energy required: Low to medium, primarily data-center and endpoint compute.
| Industry | Jobs Automated Today | Automation Companies and Share Prices | Timeline and Safety |
|---|---|---|---|
| Construction | Estimating assistant, plan checking, rebar tying support, layout marking, site progress documentation | Autodesk (ADSK ~$250), Trimble (TRMB ~$60), Caterpillar (CAT ~$330) | Concept -> Prototype -> Commercial -> Mass adoption; no military automation |
| Healthcare | Appointment coordination, medical coding, claims validation, pharmacy dispensing support, imaging triage | Intuitive Surgical (ISRG ~$430), GE HealthCare (GEHC ~$75), Siemens Healthineers (SHL.DE ~EUR 55) | Commercial with supervised workflows; no military or combat healthcare systems |
| Retail | Demand forecasting, shelf scanning, price optimization, cashier-less checkout monitoring, return sorting | Amazon (AMZN ~$180), Walmart (WMT ~$70), Zebra (ZBRA ~$320) | Mass adoption in large chains; no defense retail applications |
| Logistics | Route planning, parcel sorting, warehouse picking, dock scheduling, invoice reconciliation | FedEx (FDX ~$270), UPS (UPS ~$150), Ocado (OCDO.L ~GBP 4) | Commercial and scaling; no military supply chain targeting |
| Manufacturing | Machine tending, weld automation, visual QA, predictive maintenance, production scheduling | ABBN (ABBN ~CHF 50), Fanuc (6954.T ~JPY 4,000), Rockwell (ROK ~$280) | Mass adoption; no weapons manufacturing automation |
| Agriculture | Auto-steer operations, yield mapping, crop scouting, precision spraying, irrigation optimization | John Deere (DE ~$380), AGCO (AGCO ~$110), CNH (CNHI ~$11) | Commercial in precision farming; no combat drone deployment |
| Mining | Fleet dispatch optimization, autonomous haul routes, drilling analytics, conveyor monitoring | Komatsu (6301.T ~JPY 4,500), Epiroc (EPI-A.ST ~SEK 220), Caterpillar (CAT ~$330) | Pilot to scale in civil extraction; no military mining ops |
| Energy | Grid balancing support, turbine monitoring, predictive asset maintenance, outage scheduling | Siemens Energy (ENR.DE ~EUR 25), GE Vernova (GEV ~$170), Schneider (SU.PA ~EUR 230) | Commercial utility deployment; no weaponized energy systems |
| Hospitality | Reservation routing, housekeeping dispatch, check-in automation, kitchen line support | Marriott (MAR ~$250), Hilton (HLT ~$210), Toast (TOST ~$25) | Commercial, rapidly scaling; no military lodging support automation |
| Finance | KYC checks, fraud triage, reconciliation, report generation, compliance monitoring | JPM (JPM ~$200), Fiserv (FI ~$150), UiPath (PATH ~$15) | Mass adoption with governance controls; no military targeting finance |
| Transportation | Dispatch planning, predictive maintenance, ticketing automation, non-military AV pilot operations | Uber (UBER ~$75), Tesla (TSLA ~$250), Mobileye (MBLY ~$30) | Prototype to commercial AV corridors; no autonomous weapons vehicles |
| Education | Scheduling, grading assistance, content tagging, tutoring support, admissions workflow checks | Pearson (PSON.L ~GBP 10), Duolingo (DUOL ~$220), Instructure (Private) | Commercial with human oversight; no defense training automation |
| Government services | Document intake, benefits triage, permit routing, records search, call center support | Palantir (PLTR ~$30), Accenture (ACN ~$330), IBM (IBM ~$190) | Commercial civic admin workflows; no military targeting systems |
| IT and Cybersecurity | Ticket triage, patch orchestration, SOC alert prioritization, endpoint policy remediation | CrowdStrike (CRWD ~$350), Palo Alto (PANW ~$320), ServiceNow (NOW ~$750) | Mass adoption in enterprise ops; no offensive military automation |
| Media and entertainment | Captioning, localization, metadata tagging, ad trafficking, editing assistance | Adobe (ADBE ~$500), Netflix (NFLX ~$650), Disney (DIS ~$110) | Commercial media workflows; no military propaganda automation |
Forbidden: military technology, defense systems, combat drones, missiles, targeting systems, autonomous weapons, and any new weapon concepts. Allowed: cybersecurity, civil robotics, industrial automation, medical technology, energy systems, materials science, space technology, construction technology.