Instant Transport Quotes Built on Field Data

A transport quoting service built in three weeks

K-Back (케이백) was built from Thomas Kednert’s field experience and an architect’s calculation model. Customers enter an address to see and order the cost of soil and gravel delivery or construction-waste collection.

The first version was built with Lovable (러버블) in three weeks. Tool costs were about KRW 670,000.

Instead of using conventional zone-based rates, K-Back calculates prices for each address using vehicle operating data. It connected vehicle location, remaining load space, fuel, and drivers’ available working hours. The company said it started with one vehicle in spring 2026 and grew to five in three months. It also published figures saying customer prices were 50% lower and profit margins were 50% higher than those of comparable businesses.

In Korea, Sendy (센디) shows an estimated freight charge after receiving the origin, destination, item, and vehicle requirements. Transporting a 1-ton cargo load for 10 kilometres starts at KRW 54,000, but the company says its calculation considers more than 14 factors, including time of day, weather, and handling difficulty.

The problem starts when the price on screen differs from the job site. In small-moving-service harm cases published by the Korea Consumer Agency (한국소비자원) in 2026, one customer agreed to KRW 850,000 and was then asked for KRW 500,000 more on site. Requests for additional charges accounted for 24.9% of reported cases. More important than being able to create an instant quote is making a clear distinction between an estimate and a confirmed price.

What to decide before building the quote screen

Consider the owner of a 12-person metropolitan-area business that collects unwanted furniture and handles small moves. A customer gives only an address over the phone. Staff then call back to ask about sofa size, floor number, elevator access, parking location, whether items need disassembly, and the preferred date.

Photos sit in a messaging app, addresses arrive by text, and the final price is written in a spreadsheet. As the customer-service worker sends the details to a driver, an item can be omitted, or staff can miss that the elevator the customer mentioned is too small for freight use.

The first service only needs to bring this process onto one screen. The customer enters origin and destination, items, photos, floor number, elevator details, vehicle access, and preferred time. The screen shows an estimated price alongside the conditions that can create an extra charge.

On a separate screen, the operator reviews photos and conditions and changes the estimate into a confirmed price. Once a vehicle and driver are assigned, the customer receives the driver’s name, estimated arrival time, and contact details. If the load or time changes, both customer and driver confirm the new amount.

People still need to be involved. Someone with field experience must judge items not shown in photos, narrow staircases, the risk of parking enforcement, furniture that is difficult to disassemble, and waste type. It is more practical to automate prices only for frequently repeated jobs than to aim for full automation from the start.

What is hard to copy is not the screen but the record. Tracking the actual vehicle used, crew size, job duration, extra charges, and cancellation reasons by item and address makes the next quote more accurate. Competitors can build the same screen, but they cannot simply take those records.

The relationship with drivers also remains. Which driver handles stair jobs well, which vehicle can enter a particular apartment building’s underground car park, and who can accept a sudden change are not public information. Drivers also need to see the job scope and the amount they will receive in advance for that relationship to last.

The final layer is trust and the route through which customers arrive. Clearly separating estimates from confirmed prices and retaining the amounts before and after a change gives customers a reason to choose a business with fewer disputes, not merely a lower price. Referral relationships with local real-estate businesses, warehouses, and furniture stores make the service much harder to copy than a simple quote calculator.

Elsewhere, the operating model changed first

FreightApp (프레이트앱) in the United Arab Emirates built a quoting and tracking service for international freight customers and transport coordinators. Its founder used Zoho Creator (조호 크리에이터), a tool for assembling application screens, to bring enquiry intake, quote creation, shipment tracking, and conversations into one place.

It is closer to a system that helps staff prepare quotes quickly than to a calculator that gives customers an instant confirmed price. The company said the time for new employees to learn the system fell from months to hours, though this result was presented by the tool provider.

Direct Expedite (다이렉트 익스퍼다이트) in the United States built a system that reads addresses and freight conditions from urgent cargo requests received by email and documents, then sends a quote email within one minute. When a customer accepts, the process continues through order registration and freight tracking.

In a case study published by the provider, quote-response time and information-entry time each fell by about 80%, while orders increased by 30–40%. The key was not building a huge new transport network. It was reducing the time required to answer enquiries that were already arriving.

LoadUp (로드업), a United States waste-collection service, shows a total price when customers select a postal code and items such as sofas, mattresses, and refrigerators. Basic collection starts at about KRW 100,000; sofas and mattresses start at about KRW 110,000, and refrigerators at about KRW 150,000.

It guarantees the online amount, but the price can change if the actual number of items or removal conditions differ from the submitted details. Rather than pricing every kind of waste at once, this is an example of offering confirmed prices first for items with relatively consistent size and work requirements.

Four ways to start small

1. Item-based unwanted-furniture collection booking

• A service that immediately shows removal and transport costs for items that are easy to classify by size, such as sofas, mattresses, and dining tables.
• It is for studio or villa residents who need to dispose of a few pieces of furniture before moving but cannot move them alone.
• Limiting items and site conditions makes it possible to test confirmed prices without handling all types of complex waste.
• The first screen includes the address, item photos, floor number, elevator details, and whether parking is available in front of the building.

2. Fast transport quotes for repeat shippers

• A service that stores frequently used origins and delivery locations, then lets a customer change only the quantity of the current load to check transport cost.
• It is for local food manufacturers that send boxed goods to cafes and restaurants several times a week.
• It can organise repeat orders from existing drivers and trading partners without creating a new transport network.
• The first screen includes today’s destination, number of boxes, total weight, preferred loading time, and the previous freight charge.

3. Quote-change confirmation record

• A service that shows extra charges and reasons for a change to both customer and driver when the load or time changes, then records their agreement.
• It is for small moving businesses with around five staff members that handle changes through phone calls and messaging apps.
• It is smaller to build than automated quoting and can immediately reduce disputes over on-site extra charges.
• The first screen includes the existing quote, photos of added items, the revised amount, and customer and driver confirmation status.

4. Remaining load-space dashboard by vehicle

• A service that shows the location and remaining load space of vehicles already in operation, helping dispatchers decide which vehicle should take the next order.
• It is for local businesses operating three or four dump trucks or crane trucks for both aggregate delivery and waste collection.
• Vehicle status must be connected to match real dispatch and cost after building a customer-facing price screen.
• The first screen includes each vehicle’s location, remaining load capacity, the driver’s available working hours, and the next booking.

Why this matters where you are

The same distinction between an estimate and a confirmed price matters wherever field conditions can change the work required. Check which questions operators repeatedly ask before they can price a job, and which jobs have sufficiently consistent conditions for a confirmed price. The customer-acquisition channels, vehicle constraints, and dispute patterns may differ in your market, but operational records can still improve the next quote.

What to check in 30 minutes today

Call one moving or collection business you know. Ask them to write down what they asked beyond the address when pricing their most recent ten quote enquiries. If seven or more of those ten cases can be covered by the same five or fewer follow-up questions, it may be worth building a first quote screen containing only those questions.