School systems work best when information moves securely, accurately, and predictably between the people and applications that depend on it.
Systems integration connects student information, identity, learning management, assessment, instructional, and operational platforms. Reliable connections require shared standards, clear ownership, thoughtful security, careful testing, and ongoing attention to how data changes throughout the school year.
Align entities, identifiers, relationships, and required data elements.
Establish identity, authentication, scopes, and least-privilege access.
Select reliable batch, API, event, or hybrid movement patterns.
Test contracts, mappings, permissions, exceptions, and recovery behavior.
Monitor data freshness, roster drift, authentication, and service health.
Use incidents, vendor changes, and district feedback to strengthen the system.
Core entities, associations, descriptors, and version differences (v3.x / v5.x) with practical mapping guidance.
CSV versus REST, required versus optional fields, enrollment modeling, and common vendor deviations.
How Common Education Data Standards map to Ed-Fi, OneRoster, and local SIS schemas.
LTI, OneRoster, CASE, Caliper, Common Cartridge, QTI, and how they interrelate.
Assertion structure, attribute mapping, NameID formats, and common configuration pitfalls with district identity providers.
Authorization code flow, client credentials, token handling, and education-specific claims.
Secure patterns for rostering, SSO, and event subscriptions from both sides of the integration.
Incremental sync, full refresh, change detection, idempotency, and handling late-arriving or corrected data.
Designing robust listeners for roster changes, grade passback, and real-time notifications.
When to use scheduled extracts, delta APIs, or streaming approaches in district environments.
Platform versus Tool responsibilities, JWT security, Deep Linking, Assignment and Grade Services, and Names and Roles.
AGS score passback patterns, NRPS membership retrieval, and Deep Linking content-item handling.
Practical migration checklist, dual-support strategies, and deprecation realities.
PowerSchool, Infinite Campus, Skyward, and other common systems: available APIs, export formats, and known constraints.
Canvas, Schoology, Brightspace, and Google Classroom APIs and LTI configuration surfaces for deep integration.
What districts typically demand, including security questionnaires, data-flow diagrams, sandbox access, and certification proof.
Encryption in transit and at rest, data minimization, retention, audit logging, and FERPA/COPPA-aligned design patterns.
Least-privilege scopes, rate limiting, input validation, and protection against common rostering and SSO attack vectors.
Sandbox usage, 1EdTech and Ed-Fi certification paths, contract testing, and synthetic data generation for K-12 scenarios.
Key metrics, logging standards, alerting on roster drift or authentication failures, and post-incident analysis.
A production integration is a continuing service, not a one-time connection. Document ownership, expected data flow, security boundaries, monitoring, recovery procedures, vendor responsibilities, and change-management expectations before launch.
