Bot Analytics API 422 When Querying WFM Schedule Overlaps

Architect & Flows
1

Can anyone explain why the bot analytics endpoint returns a 422 Unprocessable Entity when filtering by specific WFM schedule IDs? We are trying to correlate bot deflection rates with our Chicago team’s published schedules using the Genesys Cloud SDK (v4.0.12). The goal is to see if adherence dips correlate with bot handoff spikes during peak shifts.

When calling /api/v2/analytics/bots/interactions/query with a scheduleId filter in the where clause, the response indicates a malformed query structure. The documentation suggests this filter should be supported for workforce segmentation, but the payload validation fails consistently. Our environment is a standard US-East deployment, and the schedule IDs are verified as active and published for the current week.

  • Verified the schedule IDs via the WFM API and confirmed they match the format expected by the analytics engine. No typos or invalid UUIDs.
  • Attempted to simplify the where clause to remove other filters, isolating the scheduleId parameter, but the 422 error persists regardless of other query components.

This blocks our weekly review of agent-bot interaction quality. Is there a known limitation with joining bot analytics to WFM schedule data, or is the syntax for this filter different than standard user attributes?

2

This looks like a schema mismatch because scheduleId isn’t a valid filter for the bot interactions endpoint. Use wrapupCode or skill instead.

{
 "view": "bot-interaction",
 "where": "skill.id eq 'your-skill-id'",
 "groupBy": ["interval"],
 "interval": "PT1H"
}
3

The easiest fix here is this is to stop sending schedule IDs to the bot analytics endpoint, as it lacks that schema field. You need to join the data externally or query WFM and Bot Analytics separately to avoid 422 errors during high-throughput periods.

4

Make sure you validate the payload schema before firing off requests in your load scripts. The bot analytics endpoint doesn’t support scheduleId in the where clause, causing that 422. Switch to querying by skill ID or wrapup code instead. If you need schedule correlation, fetch WFM data separately and join it in your analysis layer to keep the API calls clean.