ERP Data Migration: Reconcile Business Records Before You Cut Over
ERP migration succeeds when the records support real operations. Define mapping, reconciliation and acceptance rules before moving data into the new system.
Read articleCodeiz insights
Practical answers to difficult digital problems.
Explore software engineering, AI, cloud, enterprise platforms and digital growth. Our articles focus on the decisions and failure modes that shape useful delivery.
Latest posts
Dynamics 365 Planning in 2026: Validate Roadmap Assumptions Before Migration
Plan Dynamics 365 changes around verified capability, licensing and your business process. Check current roadmap information before building a migration around a future feature.
Read articleSalesforce Integration Problems: Plan for Limits, Retries and Record Ownership
A reliable Salesforce integration needs more than a working API call. Plan synchronization, record ownership and failure recovery around your actual operating constraints.
Read articleFlaky Test Automation: Find Instability Before Adding More Tests
Unreliable tests slow delivery and hide genuine failures. Diagnose timing, data and environment assumptions before increasing the size of the automated suite.
Read articleCloud Recovery Testing: A Backup Is Not a Recovery Plan
Recovery readiness depends on tested restoration and business priorities. Verify how your systems return to service instead of relying on the existence of a backup.
Read articleDevOps Release Failures: Build a Rollback Plan Before Deployment
A repeatable pipeline is only part of safe delivery. Plan release checks, data compatibility and rollback ownership before a change reaches production.
Read articleOffline Mobile Apps: Prevent Lost Updates When Connectivity Returns
Offline capability is a data and synchronization decision. Plan local state, retries and conflict resolution before adding an offline indicator to the interface.
Read articleSaaS Tenant Isolation: Test the Data Paths Beyond the Login Screen
Tenant isolation must hold across APIs, background jobs, search and exports. Build explicit checks for the data paths that a login test does not cover.
Read articleModular Monolith or Microservices: Choose the Operational Burden You Can Support
Choose service boundaries around product and operational needs. Microservices can support independent delivery, but they introduce distributed-system responsibilities.
Read article