Snowflake

Snowflake services for higher education

Lingk helps higher education institutions centralize data in Snowflake by designing and delivering modern ETL/ELT pipelines that move data from campus systems into a cloud warehouse or lakehouse foundation

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Trusted by Top Institutions

Services We Deliver for Snowflake

Snowflake warehouse / lakehouse architecture planning

Current-state source + reporting landscape assessment
Target-state architecture for Snowflake-first analytics (warehouse/lakehouse foundation, BI on top)
Pipeline strategy aligned to institutional priorities (IR, enrollment, finance, student success)

Current-state source + reporting landscape assessment
Target-state architecture for Snowflake-first analytics (warehouse/lakehouse foundation, BI on top)
Pipeline strategy aligned to institutional priorities (IR, enrollment, finance, student success)

Source-to-Snowflake ingestion & orchestration

Secure, scheduled ingestion from SIS, CRM, LMS, finance/ERP, HR, and departmental platforms
Orchestration patterns that support reliable refresh windows and sequencing
Incremental loads, CDC patterns (where applicable), and repeatable job design

Secure, scheduled ingestion from SIS, CRM, LMS, finance/ERP, HR, and departmental platforms
Orchestration patterns that support reliable refresh windows and sequencing
Incremental loads, CDC patterns (where applicable), and repeatable job design

ETL / ELT transformations for reporting-ready datasets

Standardization, validation, and modeling inside the pipeline layer (not scattered across dashboards)
Curated datasets for BI/analytics consumption and consistent metric definitions
Complex transformations and joins across institutional systems when needed

Standardization, validation, and modeling inside the pipeline layer (not scattered across dashboards)
Curated datasets for BI/analytics consumption and consistent metric definitions
Complex transformations and joins across institutional systems when needed

Data quality, reconciliation, and observability

Automated checks to detect breakages early and improve trust in reporting
Reconciliation controls so numbers match across systems and dashboards
Monitoring practices to sustain reliability as systems evolve

Automated checks to detect breakages early and improve trust in reporting
Reconciliation controls so numbers match across systems and dashboards
Monitoring practices to sustain reliability as systems evolve

Analytics enablement

Publishing clean, governed datasets for consumption by BI tools (e.g., Power BI/Tableau)
Reliable delivery into advanced analytics environments (institution-owned or vendor-provided)

Publishing clean, governed datasets for consumption by BI tools (e.g., Power BI/Tableau)
Reliable delivery into advanced analytics environments (institution-owned or vendor-provided)

        Lingk Rhythm
        (Lingk Enterprise Data Pipelines Technology — Optional)
    

For integrations, data pipelines and data management, our team can work with your existing tools, or—if desired—provide Lingk’s iPaaS (Rhythm) as part of the engagement.

When institutions choose Lingk’s platform, they gain a modern, scalable integration foundation that supports long-term change. Either way, our focus remains the same: reliable, maintainable integrations that support your institution today and evolve with it over time.