Trigger Routing with Event Grid and Service Bus
Use Event Grid for fast fan-out notifications; use Service Bus for durable, ordered, retryable message processing.
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Articles tagged “Data Integration” on Ryshe.
Use Event Grid for fast fan-out notifications; use Service Bus for durable, ordered, retryable message processing.
Turn Azure forecasts and schedules into task-level go/no-go decisions, dashboards, and auditable workflows that cut false alerts and delays.
Seven Azure Logic Apps callback patterns to match partner capabilities, latency, and recovery—pick the simplest model that fits.
Use real-time only when freshness changes decisions; otherwise prefer batch or a hybrid to cut cost, complexity, and audit risk.
Implement Azure predictive maintenance: start small, fix data quality, route alerts into ERP/MES, and measure downtime and scrap reductions.
Status-based triggers and structured fields turn return visits from costly guesswork into automated, trackable follow-up workflows.
Assume Azure webhooks will duplicate. Use an atomic durable idempotency key, persist claims, and separate replay flows.
Compare Durable Functions vs Logic Apps Standard for reliable, long-running Azure workflows using timers, retries, events, and audit trails.
Route only meaningful ERP events to Azure AI agents with idempotency, RBAC, approval gates, and traceable ERP write-backs.
Verify raw webhook bytes with HMAC, enforce timestamp and replay checks, store secrets in Key Vault, and log failures in App Insights.
Build a lean PO approval flow: trigger only pending approvals, extract key PO data, route by policy, write back to ERP, and audit runs.
Guide to building production-ready activity-duration forecasts on Azure: data pipelines, time-aware training, batch scoring, Power BI, and governance.