ETL and ELT tools are foundational for data pipelines, but modern integration requires more than batch data movement. This article compares iPaaS vs. ETL/ELT and explains how platforms like Lingk enable real-time, scalable, end-to-end integration.

Integrating Ellucian Ethos with existing systems does not have to be complex. Learn how Lingk’s iPaaS and deep Ethos expertise enable higher education institutions to streamline integrations, reduce risk, and scale with confidence.

Flat files, Data Connect pipelines, and Ethos complexity create long-term integration problems for Ellucian institutions. This blog explains why they break—and how Lingk modernizes them with AI and expert services.

Higher education technology ecosystems are becoming increasingly diverse, making vendor lock-in a costly barrier to innovation. A system-agnostic integration strategy gives institutions the freedom to choose best-fit systems, modernize on their terms, and maintain long-term agility.

Lingk is redefining system integration with an AI-powered delivery model that dramatically cuts timelines while improving accuracy and reducing IT strain. By combining AI Agents with expert Forward Deployed Engineers, organizations can modernize integrations, eliminate backlogs, and build a stronger data foundation faster than ever.