{"schemaVersion":"2.0","industry":{"slug":"logistics","name":"Logistics","headline":"Keep freight and revenue moving","summary":"Custom AI agents coordinate disruptions, prepare freight bookings and manage handoffs, helping logistics teams move shipments forward with less chasing.","image":"/images/industry-logistics-v1.webp","imageAlt":"Illustrative logistics analysts studying network patterns in a violet-lit control room overlooking a freight terminal","workflows":[{"title":"Disruption response","pain":"Disruptions leave shipment owners piecing together carrier, warehouse and customer updates manually.","detail":"AI agents gather shipment context, coordinate approved follow-ups and prepare recovery options across carrier, warehouse and customer workflows for operator decisions.","output":"Owned recovery actions and clearer, faster exception response.","authority":"Dispatchers approve rerouting and customer commitments.","businessValue":"Protect reliable freight service when shipment conditions change.","aiCapability":"Interprets fragmented status messages and exception context to prepare bounded recovery workflows.","capabilityLimits":"Reported deployments cover communication/coordination; full recovery planning needs additional qualification and operator approval.","sourceIds":["logistics-operations","logistics-booking"]},{"title":"Freight booking execution","pain":"Complex customer instructions slow shipment booking and repeated entry across transport systems.","detail":"AI agents interpret booking instructions, validate shipment requirements and prepare complete records in qualified transport systems, escalating service or document exceptions.","output":"Accepted shipment records with less manual booking preparation.","authority":"Operators approve booking and service commitments.","businessValue":"Accept freight work faster with fewer preparation bottlenecks.","aiCapability":"Extracts and interprets requirements from emails, documents and attachments before human-validated system entry.","capabilityLimits":"DHL reports a CargoWise workflow; customer trade rules and system updates require separate validation.","sourceIds":["logistics-booking"]},{"title":"Warehouse and driver coordination","pain":"Missed appointments and repeated driver calls delay warehouse handoffs and operational follow-through.","detail":"AI agents coordinate appointment requests, driver follow-ups and high-priority warehouse alerts, updating approved operational records and routing exceptions to their owners.","output":"Confirmed operational handoffs with fewer repeated coordination calls.","authority":"Warehouse and transport owners approve exceptions.","businessValue":"Keep booked freight moving through scheduled operating handoffs.","aiCapability":"Conversational voice/email agents interpret appointment and status requests and coordinate follow-ups.","capabilityLimits":"Operator deployments cover scheduling and driver/warehouse coordination; commitments follow approved operating rules.","sourceIds":["logistics-operations"]}],"story":{"framing":"Disruptions, changing instructions and handoff delays send teams across calls, portals and transport systems. Agents coordinate the work, while operators control routing and customer commitments.","painPoints":[{"title":"Disruption response","detail":"Disruptions leave shipment owners piecing together carrier, warehouse and customer updates manually."},{"title":"Freight booking execution","detail":"Complex customer instructions slow shipment booking and repeated entry across transport systems."},{"title":"Warehouse and driver coordination","detail":"Missed appointments and repeated driver calls delay warehouse handoffs and operational follow-through."}],"dataSources":[{"name":"Shipment instructions and documents","detail":"Qualify ownership, permitted access, quality and business context before connecting."},{"name":"Carrier and warehouse events","detail":"Qualify ownership, permitted access, quality and business context before connecting."},{"name":"Network schedules and capacity","detail":"Qualify ownership, permitted access, quality and business context before connecting."},{"name":"Customer service requirements","detail":"Qualify ownership, permitted access, quality and business context before connecting."}],"metrics":[{"name":"Exception response time","definition":"Elapsed time between the agreed start and accepted completion of the workflow.","unit":"Time","why":"Compare with the baseline while preserving quality and required review."},{"name":"Shipment booking turnaround","definition":"Elapsed time between the agreed start and accepted completion of the workflow.","unit":"Time","why":"Compare with the baseline while preserving quality and required review."},{"name":"Appointment confirmation time","definition":"Elapsed time between the agreed start and accepted completion of the workflow.","unit":"Time","why":"Compare with the baseline while preserving quality and required review."}],"spotlight":{"title":"From bottleneck to working agents","summary":"Custom AI agents, team enablement and accelerated delivery turn a redesigned workflow into a working service. The implementation is tested against your systems, controls and acceptance standard.","inputLabel":"Your core data, existing systems and a valuable operating bottleneck.","outputLabel":"An implemented agent workflow, enabled people and measured operating outcomes.","steps":[{"id":"discover-redesign","label":"Simplify the workflow","detail":"Find the bottleneck. Remove waste and agree the baseline.","records":"Current work, policies and baseline.","owner":"Process owner and Elygent team.","output":"A simpler workflow with agreed success measures."},{"id":"connect-foundation","label":"Connect the foundation","detail":"Make your data, knowledge and systems usable by agents.","records":"Approved data, knowledge and system access.","owner":"Data owners and implementation engineers.","output":"Trusted context and qualified system connections."},{"id":"deploy-enable","label":"Deploy and enable","detail":"Build agents, test exceptions and train the people using them.","records":"Test cases, review paths and working methods.","owner":"Elygent engineers and your team.","output":"A validated agent workflow and an enabled team."},{"id":"operate-improve","label":"Operate and improve","detail":"Measure completed work, improve throughput and expand what works.","records":"Accepted outputs, turnaround and exceptions.","owner":"Service owner and Elygent team.","output":"A measured operating service with approved improvements."}]},"faq":[{"question":"Do we need to replace our systems?","answer":"Start with your existing workflow and qualify the connections. Data and context are prepared around it; system access and supported actions are agreed before deployment."},{"question":"How do we know the work improved?","answer":"Baseline turnaround, completed work and review effort. Test the new workflow, measure accepted output in operation and expand only after the result is validated."}],"sources":[{"title":"DHL — Operational communications with HappyRobot AI agents","url":"https://group.dhl.com/en/media-relations/press-releases/2025/dhl-boosts-operational-efficiency-and-customer-communications-with-happyrobots-ai-agents.html","note":"November 11, 2025 operator report: deployments cover appointment scheduling, driver follow-ups, transport status and high-priority warehouse coordination; broader recovery orchestration is a proposed bounded extension.","accessedAt":"2026-10-05","id":"logistics-operations","publishedAt":"2025-11-11","evidenceType":"Operator-reported AI agent deployment"},{"title":"DHL Global Forwarding, Freight — Capital Market Briefing","url":"https://group.dhl.com/content/dam/deutschepostdhl/de/media-center/investors/documents/capital-markets-days/DHL-Group-DGFF-Capital-Market-Briefing-London-March-2026.pdf","note":"March 31, 2026, slide 13: agentic extraction from emails/documents, human validation and CargoWise shipment-record creation; slide 11 frames proactive notification and recovery options. Numerical claims are excluded.","accessedAt":"2026-10-05","id":"logistics-booking","publishedAt":"2026-03-31","evidenceType":"Operator investor presentation with agentic booking workflow"}]},"businessStory":{"context":"Disruptions, changing instructions and handoff delays send teams across calls, portals and transport systems. Agents coordinate the work, while operators control routing and customer commitments.","outcomes":["Exception response time","Shipment booking turnaround","Appointment confirmation time"],"coreData":["Shipment instructions and documents","Carrier and warehouse events","Network schedules and capacity","Customer service requirements"],"coreValue":"Turn shipment instructions and network events into reliable freight services customers pay for.","implementationBridge":"Elygent connects shipment, carrier and warehouse workflows, then implements agents that move approved work through with your operations team."},"heroKind":"photo","imagePosition":"40% center","path":"/industries/logistics","url":"https://elygent.ai/industries/logistics","notice":"Illustrative AI implementation opportunities. Scope, access, controls and acceptance are agreed per engagement; these are not verified Elygent customer results.","formats":{"json":"https://elygent.ai/api/industries/logistics","markdown":"https://elygent.ai/api/industries/logistics/markdown"}}}