We developed an algorithm that processes order details, selected transportation logic, and chosen appliances to estimate costs and resource needs. It factors in distance, time, labor, and extra services using a dynamic pricing model. A rules-based and ML-enhanced approach ensures accuracy, while real-time adjustments improve precision. The system integrates seamlessly with the app, providing instant, transparent cost breakdowns.

Approach & Solution

The solution optimizes pricing, reduces manual calculations, and enhances efficiency. Clients receive accurate cost estimates instantly, improving trust and decision-making. Managers benefit from better resource planning, minimizing operational inefficiencies. The streamlined process reduces errors, enhances customer satisfaction, and increases overall revenue by enabling dynamic pricing and service upselling.

Business Impact

Working with Kozak on Moveboard was a game-changer for our business. We needed a smart, automated solution to streamline the moving process, optimize resource planning, and provide real-time cost estimates without complicating the user experience. The Kozak team delivered beyond our expectations—thoughtful problem-solving, seamless integration, and a deep understanding of our needs. This project has truly transformed how we operate and serve our customers.

Dila

Implement an algorithm that utilizes the provided order details, selected transportation logic, and chosen appliances to estimate costs and resources required for the move. Consider factors such as distance, time, labor, and any additional services requested.

Challenge

Cross-Platform App for Package Transportation

Kozak Group

Building Moveboard was an exciting challenge for our team. We had to create an algorithm that could handle different transportation options, factor in costs, and adjust in real-time—all while keeping it simple and intuitive for users. Seeing it come to life and actually making a difference in how moves are planned and priced was incredibly rewarding. It’s always great to work on something that solves real problems and makes life easier for both businesses and customers.

Anonymous

At Kozak Group, ownership is the baseline expectation. Engineers here do not pass problems up the chain. They surface them early and solve them.

We work across industries and time zones with clients who expect clear, honest communication. That expectation starts internally. Feedback is direct, decisions are explained, and no one waits to be told there is a problem.

Seniority is measured by judgment and accountability, not years on a CV. We hire specialists because our clients work in niches where experience with the domain matters as much as technical skill.

Kozak Group

About

Challenge, approach, and impact

Challenge

How we built

Testimonials

Team structure

Client team

Dil G

Agency team

2 x Full-Stack Developer

2 x Mobile Developer

1 x PM

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