Data Analytics & Reporting
Data Analytics & Reporting Services for Higher Education
Lingk helps institutions design and deliver modern data pipelines that move data from your campus systems into cloud data warehouses or lakehouses.
Trusted by Top Institutions
What we deliver
Data pipeline strategy & architecture
We assess your current reporting landscape, source systems, and priorities, then design a pragmatic target architecture (warehouse or lakehouse-first, with downstream BI/analytics).
Source-to-cloud ingestion & orchestration
We build secure, automated pipelines from institutional systems into cloud storage (Snowflake, AWS, Azure, Google Cloud, etc.) using your existing data pipeline tools or the Lingk's data pipelines (Lingk Rhythm powered by Apache Spark).
ETL/ELT transformations for reporting-ready datasets
We standardize, validate, and model datasets for analytics consumption—so dashboards aren't constantly re-creating business logic.
Data quality & reconciliation
We implement checks that flag data quality issues and breakages early, improve trust in reporting, and reduce time spent debugging "numbers that don't match."
BI enablement
Once data is centralized, we help teams publish clean datasets and accelerate dashboard/report delivery to BI tools (Power BI, Tableau, QuickSight, Looker Studio).
Enterprise-grade data pipelines
(Lingk platform optional)
Whether you already have a pipeline tool in place or want to adopt Lingk’s data pipelines, our services team will design, build, and operationalize the pipelines your analytics strategy depends on.
Lingk’s Data Pipelines are powered by Apache Spark, a big-data processing engine designed to handle high-throughput workloads and complex ETL/ELT transformations without the performance bottlenecks.
Our platform is also equipped with hundreds of data connectors—making it easier to extract and harmonize data from any system, application and databases across structured and unstructured sources.
Partner ecosystem
Advanced higher-ed analytics solutions
Lingk also partners with higher-ed analytics providers to deliver reliable, scalable data pipelines that feed their analytics dashboards and reporting models.
Turn student data into actionable insights
Whether you’re enabling internal BI teams or feeding an analytics partner’s platform, Lingk delivers the pipelines that keep your reporting and AI initiatives running. Drive results across the entire student experience with Lingk.