45 organizations in 15 countries run these use cases in public. 58% of those 45 deployments disclose a measurable outcome.
Cross industryEnergy and utilities
Autonomous RFQ sourcing is AI that sends requests for quotation to suppliers, compares the bids and recommends or makes the award for small purchases, within rules a buyer sets. It covers the tail of spend, the many low value or repeat requests that buyers rarely have time to compete, and hands complex or high value events to a person.
Deployments
4 public, best grade C
Reported cycle time reduction
75%
G42, vendor claim
Cross industryLogistics and transportation
A B2B sales order capture agent is AI that reads customer orders arriving by email, WhatsApp, voicemail, PDF or fax and turns them into sales orders in the ERP. Staff review the exceptions it flags instead of retyping every line.
Deployments
6 public, best grade C
Median cycle time reduction, vendor reported
90%
4 deployments
Logistics and transportation
An AI freight dispatch and load matching agent coordinates moving a truckload for freight brokers and carriers. It reads an emailed quote request and replies with a price, ranks which loads to show which carriers, matches pickup and delivery details to an open dock appointment slot, and chases exceptions, so staff plan lanes and handle disputes instead of manual quoting and appointment calls.
Deployments
3 public, best grade B
Reported conversion uplift
12%
Uber Freight, organization claim
Logistics and transportation
An AI agent for parcel tracking and delivery exceptions answers "where is my parcel" and resolves delivery exceptions for parcel carriers and postal operators. It handles issues such as missed deliveries, redelivery or a change of address or pickup point, delays, customs holds and lost or damaged parcel claims, on chat, messaging and phone, and hands disputes and claims above set limits to a human with the tracking history attached.
Deployments
9 public, best grade B
Median containment rate
85%
3 deployments
Logistics and transportation
A transit passenger information agent is an AI agent on a public transport operator's website, app or messaging channel that answers riders' real time questions about arrivals and delays. It answers from live service data, takes a structured report when something is wrong on board or at a station, and flags urgent or safety related reports for fast human follow up, in the rider's own language.
Deployments
6 public, best grade B
Reported containment rate
about 60%
Schweizerische Bundesbahnen (SBB), organization claim
BankingCross industry
AI cash flow forecasting for corporate treasury is machine learning that categorizes a company's cash flows and forecasts its cash positions across accounts and currencies for the treasury team. Conversational analytics can sit on top of it. Some banks offer it inside their cash management platforms, where it also answers treasurers' questions in plain language, so the team decides on funding and idle balances with better information and less spreadsheet work.
Deployments
7 public, best grade B
Reported productivity gain
about 90%
JPMorgan Chase, organization claim
Government and public sectorLogistics and transportation
Crowd density and flow monitoring is AI that counts people on camera feeds and flags crowding, movement against the flow and congestion points so operators can act early. It estimates how many people are in a zone and which way they move, and leaves every decision, such as opening a gate, redirecting a stream or sending staff, to the operators in the control room.
Deployments
3 public, best grade C
Logistics and transportationAutomotive
AI drive through vehicle inspection uses cameras and sensors in a gate or archway that a vehicle drives through to scan its body, glass, tires and undercarriage in seconds. Computer vision detects defects and damage, rates their severity and compares the scan with an earlier one, so a fleet or rental operator knows what to repair or charge for.
Deployments
3 public, best grade B
Reported accuracy
96%
Amazon, vendor claim
Cross industryManufacturing
AI cash application is AI that reads remittance advices in many formats and matches incoming customer payments to open receivable invoices for accounts receivable teams. It proposes deduction and short pay reason codes from prior resolutions and routes only the genuine exceptions to an analyst, so the sub ledger clears itself for the clean majority of payments.
Deployments
6 public, best grade C
Median automation rate, vendor reported
96%
5 deployments
Logistics and transportationRetail and ecommerce
AI customs classification and declaration is AI that reads what is being shipped and proposes the tariff classification code for a customs declaration. It uses the commercial invoice, the product data and sometimes a photo, gives its reasoning and a confidence score, drafts the declaration with value, origin and parties, and sends only uncertain or high risk entries to a licensed customs specialist before filing.
Deployments
4 public, best grade B
Reported automation rate
90%
United Parcel Service, organization claim
Government and public sectorLogistics and transportation
AI customs risk targeting and container selection is machine learning that scores every import or export declaration for the risk it carries contraband, is misclassified or is undervalued. A customs administration sends physical inspection, scanning and detailed review only to the small share of containers, vehicles and parcels that need it; the rest clear without an officer touching them, and an officer reviews and acts on every high risk alert.
Deployments
6 public, best grade B
Reported detection improvement
up to 8x
Korea Customs Service, organization claim
Logistics and transportation
Port call and vessel operations optimization is AI that predicts a vessel's arrival time and how long each port call service will take, for ships, terminals and nautical service providers. It covers every step from pilotage to loading, shares one timeline with all parties, and lets a vessel sail at the speed that gets it there just in time instead of arriving early and anchoring.
Deployments
3 public, best grade C
Reported cycle time reduction
20%
Port of Rotterdam Authority, organization claim
Logistics and transportation
AI predictive maintenance for freight rail rolling stock is machine vision and machine learning that inspect freight railcar wheels, bearings and other running gear. As trains pass wayside sensors and camera portals at track speed, it learns what a healthy wheel or reading looks like and flags the ones that need attention before a crack, an overheating bearing or a worn wheel causes a service failure or a derailment.
Deployments
3 public, best grade B
Logistics and transportationRetail and ecommerce
AI route optimization is software that plans which vehicle serves which stops, in what order and with what load, to cut miles, cost and late deliveries. It takes the day's orders, vehicle capacities, delivery windows and estimated travel times, produces the routes overnight, and in newer versions replans during the day as traffic and orders change.
Deployments
5 public, best grade B
Government and public sectorLogistics and transportation
Sign language avatar translation is AI that turns written content and video captions into a sign language such as British or American Sign Language, shown by a rendered signing avatar. This lets Deaf and hard of hearing people get travel updates, public information and training content without waiting for a human interpreter to be filmed or booked.
Deployments
3 public, best grade C
Logistics and transportation
An AI voice agent for freight carrier calls answers inbound calls from carriers and drivers and makes outbound ones for a broker, shipper or logistics provider. It presents load details, negotiates a rate within limits, vets the carrier, confirms bookings, chases transport status and schedules dock appointments, writing every result back into the transport management system.
Deployments
3 public, best grade C
Reported automation rate
18%
Circle Logistics, vendor claim
