Data Integration
Data Integration Services for Higher Education
Lingk delivers done-for-you integrations and unlocks data silos through our team of integration experts and AI Agents.
Integrations Led by Human Experts.
Accelerated by AI Agents.
What’s Included in Lingk Data Integration Services
Integration Discovery & Intake
We rapidly inventory current-state integrations, dependencies, owners, schedules, and failure modes—and capture the sample data artifacts that feed the build. You prioritize by institutional impact, not guesswork.
Integration & Architecture Design
We define the patterns that prevent future rework: canonical objects, mapping standards, error handling, security controls, and performance expectations.
Build, Test & Deploy
Data Integrator AgentOur AI Data Integrator agent maps fields, builds recipes, and deploys integrations directly from your sample data—compressing what used to take weeks into days. Lingk Forward Deployed Engineers review, test, and harden every recipe on your platform (or Lingk's) so your data lands accurate and reliable.
Monitoring, Support & Continuous Improvement
We maintain integrations with dashboards, alerts, run history, and structured handoffs—reducing the "tribal knowledge" problem that makes integrations fragile.
The Lingk Difference
Services-Led, Technology-Backed
Staff Augmentation Services
Lingk’s services professionals and Forward Deployed Engineers immerse themselves in your operations for the duration of the engagement. And while our team possesses the expertise necessary to hit the ground running, we always take the time to learn what makes your environment special.
Lingk Rhythm
(Lingk Enterprise iPaaS Optional)
While our experts are fully capable of working within your existing integration stack (e.g., MuleSoft, Boomi or other tools), clients can choose Lingk’s platform to enable faster delivery, standardized data models, and seamless, end-to-end integration execution managed by our team.
Lingk's enterprise integration platform (Rhythm) comes with with pre-built connectors to hundreds of systems, a no-code/low-code SQL-based editor, and is built on an enterprise-grade big data processing engine (Apache Spark). Our platform accelerates the integration journey through AI agents that automate data mapping, generate ETL logic, and build recipes.
Enterprise Integrated Ecosystem
Lingk can integrate and unify any system across the institution, including Student Information Systems (SIS), CRM, LMS, ERP/Finance, HR/Payroll, Identity & Access, Data Warehouses/Lakes, BI/Analytics.
Streamline Your Integrations with Higher Ed Data Experts
Lingk has over 10 years of experience helping Higher Ed institutions eliminate brittle point-to-point connections and modernize their integrations. We deliver integrations that adapt to your unique data infrastructure—no matter what integration tools you want to use.