Should a business automation use webhooks or scheduled polling? The answer depends on how quickly the workflow needs to react, what the source system reliably exposes, and how you will detect work that was missed. Real-time delivery is useful, but it is not the same as complete delivery.
A practical design often uses webhooks for prompt notification and a scheduled reconciliation for completeness. Polling can also be the right primary method when the source has no dependable event mechanism. Choose the combination around the business outcome rather than the appeal of the word "instant."
Understand what each method proves
A webhook tells your application that the source attempted to notify it about an event. Your application still needs to validate the request, identify the operation, and confirm the downstream result. A polling response tells you what a particular query returned at a particular time.
Neither automatically proves that every relevant document has been processed. Events can arrive late or repeatedly, and polling can miss records if its cursor or filters are wrong. Completeness requires a comparison against a defined source set.
Ask the source provider about authentication, delivery retries, ordering, event retention, pagination, rate limits, and update semantics. Use its current documentation when implementing the adapter. Avoid assuming that all providers behave like the last one you integrated.
Choose by business requirement
| Requirement | Likely starting point | Additional control |
|---|---|---|
| Prompt lead assignment | Webhook where supported | Reconcile received leads against source |
| Daily finance preparation | Scheduled extraction | Preserve snapshot and totals |
| Changes to existing records | Update feed or revision-aware polling | Detect older or missing revisions |
| Intermittently available destination | Durable queue | Confirm outcomes after reconnection |
| Source without change tracking | Bounded snapshots | Compare records and investigate removals |
The table describes design choices, not universal product guarantees. A well-supported polling integration can be more dependable than a poorly documented webhook. Measure the actual delay and failure behaviour before promising a service level.
Receive quickly, process deliberately
For webhooks, validate the sender using the provider's supported verification method. Persist the event before acknowledging it when the platform contract permits that approach. Keep heavy business processing out of the request path so temporary downstream slowness does not create unnecessary redeliveries.
Use a durable queue and a stable operation identity. A repeated event should not create another customer task or accounting handoff. Store the event's source time separately from the time your system received it, because delayed delivery can otherwise distort reports.
Treat event payloads as untrusted input. Validate types and scope, and do not execute instructions found inside free-text fields. A customer note is data, not permission for an automation agent to change its workflow or disclose records.
Poll with an explicit cursor policy
If the source supports an updated-since query, define the timestamp precision, ordering, and pagination behaviour. An overlap window can help catch late updates, but it requires duplicate-safe processing. Advance the cursor only after the relevant batch is durably recorded.
When records can share the same update timestamp, use the provider's documented cursor or a stable tie-breaker. Otherwise stopping at a page boundary may skip some records with identical timestamps. Test with more records than fit on one page.
Keep query parameters and extraction boundaries in the run log. If a report later appears incomplete, you need to know which company, period, filters, and pages were requested. Logging only "sync completed" is not enough to investigate an omission.
A fictional missing-event example
Imagine a lead source contains 75 enquiries for a day, while your CRM has 74 confirmed handoffs. The webhook receiver shows no current errors. Without reconciliation, the missing lead may remain invisible because the failure occurred before your application recorded anything.
A scheduled comparison finds the unmatched source identity. It checks whether the CRM already contains the lead under the agreed reference, then either confirms the existing outcome or creates the missing handoff through the normal duplicate-safe route.
This recovery should not send a second welcome email or reset an already active sales conversation. Reconciliation needs to use the same business-operation controls as real-time processing, rather than operating as an unrestricted bulk reimport.
Compare meaning, not only counts
Equal counts can hide one missing record and one duplicate. Compare stable identities, important field values, and relevant states. For financial workflows, reconcile approved totals at the appropriate level as well as document membership.
Keep discrepancies in an exception queue with ownership. A missing source record may reflect an export-filter change, a legitimate cancellation, or a retention policy. Do not automatically delete the destination record just because it is absent from one poll.
Set reconciliation frequency according to risk and operating needs. A customer-facing handoff may require frequent checks; a management summary may not. More frequent polling is not automatically better if it consumes rate limits and leaves less capacity for recovery.
Define what the operator sees
Show last successful receipt, last confirmed processing, reconciliation coverage, oldest unresolved operation, and current errors separately. Those signals distinguish "the source is quiet" from "the source connection is broken."
Document how to pause processing without losing incoming work, how to replay a bounded range, and how to prove recovery is complete. Test an outage and a restart before launch. A workflow that only works while every component stays online is not ready for ordinary business conditions.
Read the event-driven automation guide and API integration consulting guide. For a scoped implementation, explore automation systems services and send the source, destination, and acceptable delay. That information is enough to begin choosing a reliable delivery and reconciliation pattern.
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