endorsedCompletedBI and Machine Learning Modules for Fitness SaaS Platform
Services Covered:
Industry
Wellness and Fitness
Duration
12 months
Budget
50K - 199K
Start Date
1 December 2017
Team Size
1-5 Employees
Engagement Model
Onshore
Project Capability Score (PCS)
70/100
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.
Warsaw, PolandProject 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
SaaS
Web
Tech Stack
Power BI
Jira
Client Endorsement
Overall Review Rating
5
5 out of 5 stars
5 out of 5 starsTimeliness
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.”
Note: This endorsement is based on publicly available client feedback from external review sources.
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