Optimizing Inventory Management and Fulfillment

Stock relocation solution

The client was faced with the challenge of creating an optimal assortment list for more than 2,000 drugstores located in 30 different regions. They turned to us for a solution. We used a mathematical model and AI algorithms that considered location, housing density and proximity to key locations to determine an optimal assortment list for each store. By integrating with POS terminals, we were able to improve sales and help the client to streamline its product offerings.

Healthcare

Data Science

Data Insights & Forecasting

Healthcare

Data Science

Data Insights & Forecasting

10%

productivity boost

7%

increase in sales

About the client

One of the largest pharmacy chains. A product list consisting of 13k namings in more than 2k stores in 30 regions.

Tech stack

Python

Pyspark

SciPy

TensorFlow

Hadoop

The client's needs

Challenges & solutions

Challenge

Build an optimal assortment list at each salespoint, taking into account individual specifics.

Solution

The mathematical model was built according to:
- location of drug-stores;
- housing density;
- the routes of metro stations/transport junctions;
- locations of hospitals, fitness facilities, shopping/business centers, healthcare, educational institutions/educational facilities, etc.

Based on the company's 48-month sales data analysis, the clusters were built to determine the optimal assortment list for each drug-stores.

Integration with POS terminals to control the scouting of pharmacists.

Challenge

Solution

Challenge

Solution

Challenge

Solution

Challenge

Solution

Challenge

Solution

Challenge

Solution

Challenge

Solution

Results

The team reliably achieves what they promise and does so at a competitive price. Another impressive trait is their ability to prioritize features more critical to the core solution.

Mark S.

Partner Pharmacy network

Steps of providing
data scraping services

Step 1 of 5

Free consultation

It's a good time to get info about each other, share values and discuss your project in detail. We will advise you on a solution and try to help to understand if we are a perfect match for you.

One of our , hence we work with either one page high level requirements or with a full pack of tech docs. At this stage, we need to ensure that we understand the full scope of the project. Receive from you or the following : list of features with detailed description and acceptance criteria; list of fields that need to be scraped, solution architecture. Ultimately we make a project plan which we strictly follow. We are a , and that is one of our core values as well.

How we provide data integration solutions

Step 1 of 5

Free consultation

It's a good time to get info about each other, share values and discuss your project in detail. We will advise you on a solution and try to help to understand if we are a perfect match for you.

One of our , hence we work with either one page high level requirements or with a full pack of tech docs. At this stage, we need to ensure that we understand the full scope of the project. We receive from you or the following : integration pipeline (which data we should get and where to upload), process logic (how system should work); use cases and acceptance criteria; solution architecture. Ultimately we make a project plan which we strictly follow.

After quality assurance tests are completed, we deliver solutions to the client. Though we , we are expecting client’s participation in the project. While developing the integration system, we provide midterm results so are and provide us with feedback. By the way, a high-level of .

Steps of providing web applications services

Step 1 of 7

Web development discovery

In the initial stage of the web-based development project, professional business analysts make detailed documentation of the project requirements and the approximate structure of the future web application. DATAFOREST is a custom web application development agency, guided by extensive experience in multiple industries. We give you detailed project documentation and then assemble the team according to your time and budget.

The way we deal with your task and help achieve results

Step 1 of 5

Free consultation

It's a good time to get info about each other, share values and discuss your project in detail. We will advise you on a solution and try to help to understand if we are a perfect match for you.

One of our , hence we work with either one page high level requirements or with a full pack of tech docs. In Data Science, there are numerous models and approaches, so at this stage in order to define project objectives. We elaborate and discuss a set of hypotheses and assumptions. We create solution architecture, a project plan, and a list of insights or features that we have to achieve.

The work starts with . helps to determine your variable and build several models for the initial review. Further modeling requires for the further development. Ultimately, we interpret the results. Nevertheless, data modeling is about a process that requires lots of back and forth iterations. We are as well.

Data Science solutions can be a list of insights or a variety of different models that consume data and return results. Though we , we expect client’s participation in the project. While modeling, we provide midterm results so and provide us with feedback. By the way, a high-level of .

The way we deal with your issue and achieve result

Free consultation

Step 1 of 5

It's a good time to get info about each other, share values and discuss your project in detail. We will advise you on a solution and try to help to understand if we are a perfect match for you.

One of our , hence we work with either one page high level requirements or with a full pack of tech docs. Depending on project objectives, , , performing monitoring and checking logs. By having a set of interviews, we ensure that we understand the full scope of the project. Ultimately we make a project plan which we strictly follow. We are a result-oriented , and that is one of our core values as well.

Success stories

Check out a few case studies that show why DATAFOREST will meet your business needs.

All Success Stories

Performance Measurement

The Retail company struggled with controlling sales and monitoring employees' performance. We implemented a software solution that tracks sales, customer service, and employee performance in real-time. The system also provides recommendations for improvements, helping the company increase profits and improve customer service.

17%

increase in sales

15%

revenue boost

Amir R.

CEO Fashion Retailer

View case study

They easily understand industry-specific data and KPIs, and their efficiency as a team allows them to deliver results quickly.

The Client wanted to create a web app for people who sell products online (dropshippers) to show them the most popular products and calculate the potential profits. DATAFOREST designed and built the web app from scratch, creating high-load scraping algorithms to extract data from different e-commerce marketplaces, developing AI algorithms to calculate profits, and integrating the payment system with various functionalities.