Machine Learning & BI consulting

We’re a machine learning and business intelligence software house developing custom analytics solutions for fast growing companies.

By connecting BI and ML, we are able to deliver end to end projects - from tapping into data sources through data warehousing to business shifting machine learning models and reporting architecture.

 

Our solutions helps your business grow faster through:

+ Better management of your organization based on daily informations

+ Making right business decisions based on insights, not guesses

+ Effective strategy planning based on the conclusions from history

 
$5,000+
 
$25 - $49 / hr
 
10 - 49
 Founded
2017
Show all +
Warsaw, Poland
headquarters
  • Swieradowska 47
    Warsaw 02-662
    Poland

Reviews

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Machine Learning Dev for Online Fintech Company

"Addepto’s flexible team reacts to tasks rapidly."

Quality: 
5.0
Schedule: 
5.0
Cost: 
4.5
Willing to refer: 
5.0
The Project
 
$10,000 to $49,999
 
Sept. - Dec. 2018
Project summary: 

After several development phases, Addepto built a machine learning model for customer scoring of online invoices. The team completed documentation and deployment.

The Reviewer
 
11-50 Employees
 
Warsaw, Poland
Paweł Żelazko
Head of IT, SMEO S.A.
 
Verified
The Review
Feedback summary: 

Addepto’s technical expertise led to the delivery of an innovative and efficient solution. Their proactiveness was a noteworthy aspect of the engagement. Their understanding of business processes streamlined communication. Customers can expect a dedicated and timely development team.

BACKGROUND

Please describe your company and your position there.

I’m the head of IT at a fintech company that specializes in online invoice factoring.

OPPORTUNITY / CHALLENGE

For what projects/services did your company hire Addepto?

We hired Addepto to build a machine learning model for invoice funding. Every new invoice submitted by our customers needed to be scored.

What were your goals for this project?

We wanted a highly-accurate machine learning solutions for customer scoring that would help us minimize risk.

SOLUTION

How did you select this vendor?

Addepto was one of the three companies we considered. They offered the most innovative approach and extensive knowledge in Microsoft’s technology stack.

Describe the project in detail.

Our first phase involved Addepto understanding and gathering all of our business insights. After that, their team analyzed our databases and prepared data for modeling. Then, we prepared for deployment. They also put together a final technical documentation for us.

What was the team composition?

Most of my interaction involved the technical lead. Their machine learning engineer and team lead were responsible for development and delivery.

RESULTS & FEEDBACK

Can you share any outcomes from the project that demonstrate progress or success?

The model achieved high accuracy with scoring. The solution was fully integrated into our core system.

How effective was the workflow between your teams and theirs?

Addepto’s flexible team reacts to tasks rapidly. Communicating with their team was easy.

What did you find most impressive about this company?

Based on our business requirements and available data, their team created innovative solutions from scratch. Addepto analyzed business processes, enabling them to build a solution perfectly suited for our company.

Are there any areas for improvement?

The project was completed within budget and the defined timeline. The model works well and is self-learning.

5.0
Overall Score
  • 5.0 Scheduling
    ON TIME / DEADLINES
  • 4.5 Cost
    Value / within estimates
  • 5.0 Quality
    Service & deliverables
  • 5.0 NPS
    Willing to refer

BI & Machine Learning for Fitness Management Platform

"They have an extremely deep knowledge of machine learning and BI."

Quality: 
5.0
Schedule: 
5.0
Cost: 
5.0
Willing to refer: 
5.0
The Project
 
$50,000 to $199,999
 
Dec. 2017 - Dec. 2018
Project summary: 

Addepto took on the development of BI and machine learning modules for a SaaS platform, with the aim of predicting sales, creating a data warehouse, gathering data-based recommendations, and more.

The Reviewer
 
51-200 Employees
 
Warsaw, Poland
Jacek Szlendak
CEO, Perfect Gym Solutions S.A.
 
Verified
The Review
Feedback summary: 

They modules they created provide accurate and detailed reporting that allows an in-depth analysis of all KPI’s and much more. Addepto’s project management approach was streamlined and efficient, which produced top-notch results.

BACKGROUND

Please describe your company and your position there.

I'm co-founder and CEO of a leading technology company in the fitness industry with seven offices all over the world. Our clientele consists of global fitness companies.

OPPORTUNITY / CHALLENGE

For what projects/services did your company hire Addepto?

We needed help with business intelligence (BI) and data science projects. We wanted to predict sales, create a data warehouse and recommendation engine, handle extract, transform, and load processes, and embed Power BI into our SaaS application.

What were your goals for this project?

Our objective was to aggregate huge amounts of information into one data warehouse and enrich our software with machine learning solutions for customer churn.

SOLUTION

How did you select this vendor?

Addepto reached out to us when we were considering three other companies. They ended up having the best quality and pricing, and they also provided an initial project roadmap free of charge. Our CTO evaluated all the vendors and gave Addepto the highest score.

Describe the project in detail.

We began with an initial stage during which Addepto learned how our business works. After that, they collected data from our systems and analyzed it, preparing their recommendations for solutions and how they could be implemented. Once we chose the best one for us, Addepto continued with data preparation, modeling, and then deployment.

What was the team composition?

There was a project manager from our side that controlled the work. Addepto assigned two senior developers and a middle developer to create all the solutions.

RESULTS & FEEDBACK

Can you share any outcomes from the project that demonstrate progress or success?

Thanks to their involvement, we received additional BI and Machine Learning modules for our SaaS product. The reports are interactive, giving us the possibility to analyze all KPIs and see through all the details. The machine learning module for churn prediction is very accurate.

How effective was the workflow between your team and theirs?

It was easy to communicate with Addepto’s flexible team. We used Slack and Google Hangouts to communicate, which increased overall efficiency and optimized our time. They use Jira for project management.

What did you find most impressive about this company?

They have an extremely deep knowledge of machine learning and BI. They can create new solutions from scratch which can become big game changers. They don’t use standard approaches.

Are there any areas for improvement?

The BI solutions and machine learning models that they implemented work well. We’re now preparing a roadmap for the next areas of improvement, which we will start working on in the next few months.

5.0
Overall Score
  • 5.0 Scheduling
    ON TIME / DEADLINES
  • 5.0 Cost
    Value / within estimates
  • 5.0 Quality
    Service & deliverables
  • 5.0 NPS
    Willing to refer

Machine Learning Dev Support for FinTech Company

“They had good communication skills and short development times.”

Quality: 
5.0
Schedule: 
5.0
Cost: 
5.0
Willing to refer: 
5.0
The Project
 
Less than $10,000
 
Nov. - Dec. 2018
Project summary: 

After a series of workshops to define the scope, Addepto provided development support to iterate on the machine learning component of a segmentation engine. The product would help with communications campaigns.

The Reviewer
 
11-50 Employees
 
Warsaw, Poland
Co-Founder, FinTech Company
 
Verified
The Review
Feedback summary: 

Addepto completed the project to spec, and the software is now live. Knowledgeable in machine learning and flexible, the team pivoted well throughout the development process. They were committed, communicated regularly, and produced quick turnaround times.

BACKGROUND

Please describe your company and your position there.

I'm a co-founder of a FinTech company that is part of one of the largest financial groups in Poland.

OPPORTUNITY / CHALLENGE

For what projects/services did your company hire Addepto?

We needed help in the machine learning area of our segmentation engine to analyze large amounts of transactional information. 

What were your goals for this project? 

We wanted to increase the number of communication campaigns that our clients conducted toward their consumers.

SOLUTION

How did you select this vendor?

We did a market review and selected Addepto because of their superior knowledge, elastic approach, and visible dedication to the task at hand. 

Describe the project in detail. 

We moved in three steps. First, we held two workshops to define the scope of work. Next, they helped us develop the machine learning area of our segmentation engine. We iterated the development through feedback, changing our initial scope slightly as we learned more about the area. Finally, we tested the product and fixed a few bugs in the process. 

What was the team composition? 

They assigned a project lead and developers who worked with our project lead and key stakeholders.

RESULTS & FEEDBACK

Can you share any outcomes from the project that demonstrate progress or success?

Unfortunately, I can’t share any specific metrics publicly, but we’ve completed the project successfully and have released it. 

How effective was the workflow between your team and theirs? 

Their workflow was very effective.

What did you find most impressive about this company?

They had good communication skills and short development times.

Are there any areas for improvement?

No, none that I could identify at the moment.

5.0
Overall Score
  • 5.0 Scheduling
    ON TIME / DEADLINES
  • 5.0 Cost
    Value / within estimates
  • 5.0 Quality
    Service & deliverables
  • 5.0 NPS
    Willing to refer