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BI and Machine Learning Modules for Fitness SaaS Platform

Services Covered:

Big Data Analytics and Business Intelligence • AI and Machine Learning
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Industry
Industry

Wellness and Fitness

Duration
Duration

12 months

Budget
Budget

50K - 199K

Start Date
Start Date

1 December 2017

Team Size
Team Size

1-5

Engagement Model
Engagement Model

Onshore

Project Capability Score (PCS)

gauge meter
68/100
Good

Project Capability Score (PCS) estimates how capable Addepto is of successfully delivering a project like this, based on its past experience, track record, and ability to handle similar work. Learn more about PCS

Client

Perfect Gym Solutions S.A.

mapWarsaw, Poland

Project Summary

Addepto developed BI and machine learning modules for a fitness-industry SaaS platform, creating a data warehouse, ETL processes, and a churn prediction engine. They integrated Power BI into the SaaS product and delivered interactive, detailed reporting for KPI analysis. The client praised Addepto’s ML expertise and efficient, well-managed engagement.

Key Challenges

  • Need for business intelligence and data science capabilities to predict sales and churn.
  • Requirement to create a centralized data warehouse aggregating large amounts of information.
  • Need to implement ETL processes and a recommendation engine.
  • Requirement to embed Power BI into the SaaS application.

Project Deliverables

  • Data warehouse for aggregated information.
  • BI and machine learning modules (including churn prediction).
  • Extract, transform, and load (ETL) processes and data preparation.
  • Power BI integration embedded into the SaaS application.

Project Solution

Addepto began with a discovery stage to learn the business, then collected and analyzed data from the client’s systems and proposed implementation recommendations. After the client selected an approach, Addepto prepared data (ETL), modeled machine learning solutions, and deployed the chosen models and BI modules. The team also embedded Power BI into the SaaS application and coordinated with the client via Slack and Google Hangouts while tracking work in Jira.

Project Outcome

  • Interactive BI reports enabling in-depth KPI analysis.
  • Accurate machine learning churn-prediction module.
  • Improved communication and workflow efficiency via Slack/Google Hangouts and Jira.

Platforms

  • SaaSSaaS
  • WebWeb

Tech Stack

  • Power BIPower BI
  • JiraJira

Client Endorsement

Overall Review Rating

5star

Timeliness

Cost Rating

Willing to Refer

Quality of Deliverables

“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.”

Jacek Szlendak

CEO

Note: This endorsement is based on publicly available client feedback from external review sources.

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