Transforming Business with AI
Discover how EdTech Platform achieved remarkable results with our AI solutions. From challenge to success - a real-world example of AI transformation that delivers measurable business impact and competitive advantage.
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EdTech Platform - Data Strategy
Unified fragmented education data achieving 99.1% availability, 18% churn reduction, and 25% renewal increase.
Challenge
The company offered a learning analytics dashboard for schools, but data was fragmented across different platforms (LMS, quizzes, behavior logs). Educators couldn't trust the insights due to inconsistency and poor quality.
Solution
- 1Conducted a full audit of 20+ data sources
- 2Created a unified data taxonomy and metadata standard
- 3Designed a new data warehouse schema (Snowflake-based)
- 4Proposed an ingestion pipeline architecture using Airbyte and dbt
Execution
- Built a data lake for raw ingestion and a curated layer for analytics/ML
- Introduced monitoring and alerting for data anomalies
- Created dashboards to track data freshness and schema integrity
Results
Key Metrics
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