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Aleksei Badianov @Badianov

Amazon, Senior Product Manager

Will transport planners lose their jobs as AI becomes smarter?

Level of difficulty Medium
Reading time 11 min
Views 412
Programming *Algorithms *
Opinion

As a Product Manager who has worked on the development of delivery route optimisation software for 10+ years, I see that modern technologies can significantly improve the optimisation process and deliver better solutions. AI, machine learning, and other modern technologies have the potential to revolutionise the way delivery routes are optimised in the future.

With the increasing availability of data and the advancement of AI and machine learning algorithms, it is becoming possible to develop more sophisticated prediction models that can be integrated into optimisation algorithms to make more accurate and informed decisions about route planning and scheduling. Machine learning algorithms can be trained to predict customer demand based on historical sales data and other market trends, allowing businesses to optimise their delivery schedules and routes accordingly. AI can also be used to optimise delivery schedules based on customer preferences and other relevant factors.

Blockchain technology could be used to create a secure, decentralised database of information about deliveries, including information about the products being shipped, the route they are taking, and the status of the delivery. This could help increase transparency and accountability in the delivery process as well as reduce the risk of fraud and theft.

Internet of Things (IoT) devices, such as sensors and GPS trackers, may collect real-time data about delivery vehicles and their surroundings. This data could be analysed and used to optimise delivery routes in real time, as well as to track the location of deliveries and monitor the condition of the products being shipped.

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Total votes 1: ↑1 and ↓0 +1
Comments 1

Листиклс – простой метод сравнительного анализа вашего предложения с альтернативами

Level of difficulty Medium
Reading time 5 min
Views 807
Agile *Product Management *
Opinion

У меня есть убойная идея для нового продукта! Он будет круче всех. У него будет вот такая классная функция, и вот такой крутой интерфейс, с блокчейном и искусственным интеллектом, с блэкджеком и… ну вы знаете…

Сразу будем делать? Или сначала проверим, а кто‑то вообще его купит?

Я уверен, что у статей‑списков есть огромный потенциал для проверки гипотез о спросе.

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Total votes 6: ↑2 and ↓4 -2
Comments 2

Listicles — a simple technique for benchmarking your value proposition against alternatives

Level of difficulty Medium
Reading time 4 min
Views 288
Research and forecasts in IT *Agile *Product Management *Software
Sandbox

I believe listicles have a huge potential for testing demand hypotheses. Have you tried using listicles for your demand validation? If so - let us know in the comments how this worked for you.

Do you know these "Top N something something" kind of articles? Like:
- 5 best GPS vehicle trackers
- The 14 hair growth products that actually work
- Top 10 Best CRM Software Tools in 2023
They are often referred to as "listicles" - articles presented in the form of a list.

I love them - they make picking a new phone, a movie to watch, an app to install much easier. I also use them at work all the time while looking for solutions to everyday challenges.

So what if we use one of them to benchmark our product against the best available alternatives?

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Total votes 4: ↑4 and ↓0 +4
Comments 0

Information

Rating
821-st
Date of birth
Registered
Activity

Specialization

Product Manager
Senior
Product management
Product development
Product marketing
Project management
Project planning
Scrum
Agile
Growth Hacking