5,000 ways AI can change the insurance conversation.

Typical activity: answers customer questions and may promise refunds or service terms. Potential loss: a wrong answer that changes a customer's decision.

Typical activity: drafts proposals and interacts with prospects. Potential loss: an unauthorized commitment or misleading representation.

Typical activity: writes or changes production software. Potential loss: a security defect or outage introduced by generated code.

Typical activity: summarizes clinical notes for professional review. Potential loss: an omission or inaccurate clinical record.

Typical activity: prepares research for lawyers to verify. Potential loss: a fabricated citation or missed authority.

Typical activity: helps professionals analyze financial data. Potential loss: an incorrect projection relied on by a client.

Typical activity: ranks or screens job applicants. Potential loss: a discriminatory or inaccurate hiring decision.

Typical activity: offers personalized learning assistance. Potential loss: unsafe or incorrect guidance to a student.

Typical activity: makes driving decisions in a physical environment. Potential loss: bodily injury or property damage after a system decision.

Typical activity: moves inventory near workers and property. Potential loss: a collision involving staff or customer goods.

Typical activity: navigates sidewalks or facilities with goods. Potential loss: an injury, obstruction, or damaged parcel.

Typical activity: flies to capture inspection images and measurements. Potential loss: an aircraft incident or inaccurate inspection result.

Typical activity: flies over crops and sometimes applies materials. Potential loss: drift, equipment failure, or damage to neighboring property.

Typical activity: patrols sites and records video. Potential loss: an aircraft incident or privacy complaint.

Typical activity: flags defects on production lines. Potential loss: a missed defect that leads to downstream loss.

Typical activity: forecasts equipment faults and service needs. Potential loss: a missed warning before an equipment failure.

Typical activity: flags transactions or accounts for investigation. Potential loss: a false positive that blocks legitimate customers.

Typical activity: checks documents and biometric signals. Potential loss: an incorrect match or exposure of identity data.

Typical activity: generates advertising and campaign materials. Potential loss: infringing or misleading public content.

Typical activity: generates synthetic speech from voice samples. Potential loss: impersonation or use without valid permission.

Typical activity: creates visual assets for customers or campaigns. Potential loss: rights disputes over output or training inputs.

Typical activity: translates customer and operational communications. Potential loss: a material mistranslation in instructions or contracts.

Typical activity: extracts obligations and highlights clauses. Potential loss: a missed obligation or incorrect contract summary.

Typical activity: recommends ordering and logistics decisions. Potential loss: a forecasting error that disrupts deliveries.

Typical activity: assists in balancing or controlling energy systems. Potential loss: a control error causing service interruption or damage.

Typical activity: coordinates household devices and personal information. Potential loss: a security breach or unsafe connected-device action.

Typical activity: impersonates a trusted person to request a payment. Potential loss: a voluntary transfer made after a convincing fake call.

Typical activity: creates or distributes fake personal images or video. Potential loss: harassment, extortion, or reputational harm.

Typical activity: holds conversations and retains intimate user information. Potential loss: privacy exposure or harmful generated advice.

Typical activity: moves around people and assists with tasks at home. Potential loss: bodily injury or damaged property after an autonomous action.

Typical activity: assists a clinical team during a procedure. Potential loss: patient injury involving hardware, controls, or software.

Typical activity: sorts incoming patients for clinical review. Potential loss: a missed urgent case or delayed treatment.

Typical activity: assists carriers or agencies in evaluating applications. Potential loss: an inaccurate or unfair eligibility decision.

Typical activity: analyzes damage and recommends claim handling. Potential loss: a mistaken estimate or improper denial.

Typical activity: performs physical tasks around workers and equipment. Potential loss: injury or property damage during a site operation.

Typical activity: moves heavy equipment in controlled mine areas. Potential loss: a collision or equipment incident during autonomous operation.

Typical activity: routes cargo using automated cranes and vehicles. Potential loss: cargo damage or worker injury during handoffs.

Typical activity: carries packages over populated routes. Potential loss: aircraft injury, property damage, or lost cargo.

Typical activity: flies during emergency or public-safety operations. Potential loss: an aircraft incident or disputed capture of personal data.

Typical activity: navigates and operates agricultural machinery. Potential loss: crop loss or damage to neighboring property.

Typical activity: predicts electricity demand for operators. Potential loss: a forecast error that affects supply decisions.

Typical activity: hosts compute and inference infrastructure for customers. Potential loss: an outage or physical failure affecting dependent services.

Typical activity: trains and serves general-purpose models through APIs. Potential loss: an output, data-rights, or service failure alleged by customers.

Typical activity: initiates transactions using delegated business permissions. Potential loss: an unauthorized purchase or misdirected payment.

Typical activity: drafts or summarizes documents for professional review. Potential loss: a missed clause or incorrect filing relied on by a client.

Typical activity: converses with users about sensitive health concerns. Potential loss: unsafe guidance or exposure of sensitive conversations.

Typical activity: contacts candidates and schedules or screens interviews. Potential loss: misrepresentation or unfair treatment of applicants.

Typical activity: adjusts signals and analyzes street activity. Potential loss: a control failure affecting road users.

Typical activity: uses cameras to identify checkout or inventory events. Potential loss: a wrongful accusation or improper handling of customer data.

Typical activity: scores or summarizes student work for educators. Potential loss: an inaccurate consequential educational decision.

Typical activity: uses automated driving systems to move freight on public roads. Potential loss: a crash, cargo loss, or disputed handoff between software and human control.

Typical activity: carries passengers using highly automated vehicles. Potential loss: passenger injury, third-party property damage, or a service interruption after an autonomous driving event.

Typical activity: optimizes routes, dispatch, and delivery sequencing. Potential loss: a routing decision that creates delay, spoilage, unsafe driving pressure, or contractual loss.

Typical activity: uses cameras and sensors to score attention or fatigue. Potential loss: an incorrect alert or missed impairment event that contributes to an accident or employment dispute.

Typical activity: uses driving data to influence insurance or mobility pricing. Potential loss: an inaccurate risk score, privacy complaint, or disputed pricing decision.

Typical activity: assesses borrowers or applicants using automated models. Potential loss: an unfair, inaccurate, or insufficiently explainable credit decision.

Typical activity: assists lenders in evaluating mortgage applications. Potential loss: a denied or delayed mortgage based on inaccurate data or model output.

Typical activity: automates eligibility, pricing, or approval steps for loans. Potential loss: financial harm or discrimination allegations after an automated lending decision.

Typical activity: generates or executes trading signals in financial markets. Potential loss: an unintended trade, strategy failure, or client loss after automated execution.

Typical activity: uses automated models to recommend or manage investment portfolios. Potential loss: a client alleges unsuitable recommendations, inaccurate disclosures, or operational errors.

Typical activity: scores transactions for fraud and may block or release payments. Potential loss: a false negative that enables fraud or a false positive that blocks a legitimate payment.

Typical activity: looks for fabricated or blended identities during onboarding. Potential loss: a missed synthetic identity or wrongful rejection of a legitimate customer.

Typical activity: classifies transactions, reconciles accounts, or drafts financial reports. Potential loss: a material accounting error, missed anomaly, or incorrect automated posting.

Typical activity: drafts tax calculations or filings from client data. Potential loss: an incorrect filing, missed election, or disclosure error that creates penalties or professional liability.

Typical activity: sources vendors, negotiates terms, or places purchase orders. Potential loss: an unauthorized purchase, unfavorable commitment, or vendor-selection error.

Typical activity: forecasts demand and recommends replenishment levels. Potential loss: stockouts, excess inventory, spoilage, or contractual failures after a bad forecast.

Typical activity: changes prices in response to demand, supply, or customer signals. Potential loss: pricing errors, discrimination allegations, customer disputes, or margin loss.

Typical activity: ranks products, content, or offers for users. Potential loss: harm from unsuitable recommendations, manipulation claims, or customer-data misuse.

Typical activity: uses cameras and sensors to identify purchases without a conventional checkout. Potential loss: wrongful charges, missed items, privacy complaints, or accusations of theft.

Typical activity: flags suspected theft or suspicious activity in stores and facilities. Potential loss: a false accusation, missed theft event, or privacy dispute.

Typical activity: matches faces for access control, security, or identification. Potential loss: a false match, wrongful denial, privacy complaint, or discriminatory impact.

Typical activity: analyzes employee activity, communications, or productivity. Potential loss: privacy complaints, inaccurate performance conclusions, or employment disputes.

Typical activity: forecasts labor needs and assigns shifts. Potential loss: unfair schedules, compliance issues, missed staffing needs, or employee claims.

Typical activity: scores or summarizes employee performance. Potential loss: an inaccurate or biased score that influences pay, discipline, or termination.

Typical activity: answers employee questions about policies, benefits, or procedures. Potential loss: an incorrect answer that causes an employee to miss a right, deadline, or benefit.

Typical activity: helps employees choose or manage workplace benefits. Potential loss: an inaccurate eligibility statement, missed enrollment, or privacy incident.

Typical activity: supports clinicians by identifying or ranking possible diagnoses. Potential loss: a missed condition, false positive, delayed treatment, or overreliance on model output.

Typical activity: flags findings or prioritizes medical images for clinician review. Potential loss: a missed image finding, incorrect prioritization, or workflow delay.

Typical activity: analyzes digital pathology images to support diagnostic review. Potential loss: a missed or misclassified finding that affects treatment.

Typical activity: assists with dosing, interactions, or medication recommendations. Potential loss: an incorrect recommendation that contributes to patient harm.

Typical activity: analyzes device data and alerts care teams to changes. Potential loss: a missed alert, false alarm, data outage, or delayed clinical response.

Typical activity: uses software models within diagnostic or therapeutic equipment. Potential loss: device malfunction, model error, cybersecurity event, or patient injury.

Typical activity: supports prescription review, fulfillment, inventory, or patient communication. Potential loss: dispensing errors, missed interactions, privacy incidents, or workflow failures.

Typical activity: monitors or assists older adults in homes or care facilities. Potential loss: missed falls, unsafe advice, privacy exposure, or equipment-related injury.

Typical activity: supports monitoring, communication, or administrative decisions involving children. Potential loss: privacy exposure, missed safety events, inaccurate records, or inappropriate automated content.

Typical activity: summarizes calls, coaches agents, or automates customer conversations. Potential loss: misrepresentation, privacy complaints, missed escalation, or inaccurate records.

Typical activity: uses voice patterns to verify identity. Potential loss: a spoofed voice, false rejection, privacy complaint, or account takeover.

Typical activity: flags or removes user-generated content at scale. Potential loss: wrongful removal, missed harmful content, discrimination claims, or contractual disputes.

Typical activity: ranks feeds, videos, or posts for users. Potential loss: claims involving harmful amplification, privacy, minors, or platform obligations.

Typical activity: selects audiences, placements, or creative based on data and predicted behavior. Potential loss: privacy violations, discriminatory targeting, misleading ads, or brand-safety incidents.

Typical activity: lets users generate realistic images, audio, or video. Potential loss: impersonation, copyright, privacy, harassment, or fraudulent-use claims.

Typical activity: creates synthetic personalities used in marketing or entertainment. Potential loss: misleading endorsements, rights disputes, disclosure failures, or reputational harm.

Typical activity: drafts or publishes news summaries and articles. Potential loss: defamation, fabricated facts, copyright disputes, or publication errors.

Typical activity: answers user questions by synthesizing information from multiple sources. Potential loss: incorrect answers, citation failures, copyright disputes, or reliance losses.

Typical activity: helps employees draft, search, analyze, and act across internal systems. Potential loss: data leakage, incorrect work product, unauthorized actions, or compliance failures.

Typical activity: reads, drafts, prioritizes, or sends business email. Potential loss: an unauthorized message, disclosure of confidential information, or fraudulent instruction.

Typical activity: schedules meetings and acts on calendar permissions. Potential loss: confidentiality leaks, unauthorized invitations, scheduling failures, or social-engineering abuse.

Typical activity: writes, tests, or deploys software with production access. Potential loss: a defective deployment, security vulnerability, outage, or unauthorized code change.

Typical activity: detects, investigates, or responds to security events. Potential loss: a missed attack, disruptive automated response, false positive, or privacy issue.

Typical activity: automates vulnerability discovery and defensive security testing. Potential loss: disruption to a client system, missed vulnerability, or unauthorized test scope.

Typical activity: links transactions, identities, and behavior for investigators. Potential loss: a wrongful accusation, missed fraud ring, privacy issue, or biased investigation.

Typical activity: uses cameras, sensors, and analytics to detect threats at facilities. Potential loss: a missed intrusion, false alarm, privacy complaint, or delayed response.

Typical activity: controls or optimizes HVAC, lighting, elevators, or building systems. Potential loss: property damage, occupant discomfort, equipment failure, or business interruption.

Typical activity: uses cameras, locks, sensors, or automation to protect residences. Potential loss: false alarms, missed intrusion, privacy exposure, or unsafe automated action.

Typical activity: uses automated identity or behavior checks to control physical access. Potential loss: lockout, unauthorized entry, false match, or privacy complaint.

Typical activity: coordinates production planning, quality, and machine operations. Potential loss: defective output, equipment damage, worker injury, or line stoppage.

Typical activity: adjusts or recommends settings in operational technology environments. Potential loss: unsafe process changes, equipment damage, shutdowns, or cyber-physical incidents.

Typical activity: supports drilling, production, maintenance, or site operations. Potential loss: equipment damage, environmental loss, worker injury, or production interruption.

Typical activity: detects leaks, pressure anomalies, or maintenance needs. Potential loss: a missed leak, false alarm, environmental damage, or service interruption.

Typical activity: uses cameras and models to monitor equipment, material, or safety conditions. Potential loss: a missed hazard, equipment collision, production loss, or worker injury.

Typical activity: uses site imagery to track progress, hazards, or compliance. Potential loss: a missed safety hazard, inaccurate progress record, privacy complaint, or contractual dispute.

Typical activity: operates construction or industrial machinery with limited human control. Potential loss: collision, worker injury, property damage, or equipment loss.

Typical activity: navigates or assists vessels using automated control and perception. Potential loss: collision, cargo loss, pollution, or navigation failure.

Typical activity: uses cameras, sensors, and analytics to monitor cargo and restricted areas. Potential loss: missed intrusion, cargo theft, false alarm, privacy issue, or operational delay.

Typical activity: supports dispatch, inspection, maintenance, or automated train operations. Potential loss: collision, derailment, missed defect, service disruption, or worker injury.

Typical activity: predicts aircraft maintenance needs or analyzes inspection data. Potential loss: a missed defect, unnecessary grounding, maintenance error, or flight disruption.

Typical activity: optimizes gates, baggage, staffing, or ground movement. Potential loss: baggage loss, delay, equipment incident, or passenger disruption.

Typical activity: sets fares, forecasts demand, or allocates inventory. Potential loss: pricing errors, customer disputes, discrimination allegations, or revenue loss.

Typical activity: produces forecasts used for commercial or operational decisions. Potential loss: an inaccurate forecast that contributes to operational, agricultural, or event losses.

Typical activity: estimates losses from natural hazards for insurance, finance, or planning. Potential loss: material model error, underestimation of accumulation, or poor capital decisions.

Typical activity: estimates physical or transition risks for assets and portfolios. Potential loss: misstated risk, poor investment or underwriting decisions, or disclosure disputes.

Typical activity: estimates home or commercial property values from market and property data. Potential loss: an inaccurate valuation that affects lending, insurance, tax, or transaction decisions.

Typical activity: uses imagery and sensor data to identify property condition or hazards. Potential loss: a missed defect, false hazard finding, privacy issue, or inaccurate underwriting input.

Typical activity: monitors temperatures, quality signals, contamination indicators, or process controls. Potential loss: a missed contamination event, false alert, spoilage, recall, or business interruption.

Typical activity: guides experiments, analyzes laboratory data, or recommends research steps. Potential loss: incorrect analysis, sample loss, unsafe recommendation, intellectual-property dispute, or research delay.