Problem
We’re spinning up a Go service to validate NICE CXone outbound contacts against DNC lists before they hit the dialer. Audit logs generate automatically for regulatory checks, and we track throughput plus suppression accuracy for governance. The bulk validation runs via batch processing with deduplication filters and a parallel execution strategy to handle high-volume lists. Hash-based matching handles the suppression logic, but I’m tuning the false-positive threshold to stop legitimate contacts from getting blocked. Results sync to an external legal dashboard via API exports. The validator exposes an endpoint for automated outbound protection. I’m trying to construct compliance verification payloads with phone number arrays, regulatory region codes, and suppression list references while validating the DNC schemas against federal and state constraints.
Code
type DNCPayload struct {
PhoneNumbers []string `json:"phone_numbers"`
RegionCode string `json:"regulatory_region_code"`
SuppressionRefs []string `json:"suppression_list_references"`
}
func batchValidate(ctx context.Context, contacts []Contact) error {
var wg sync.WaitGroup
for i := 0; i < len(contacts); i += 500 {
wg.Add(1)
go func(chunk []Contact) {
defer wg.Done()
payload := buildDNCPayload(chunk)
res, err := client.Post(ctx, "/api/v2/outbound/dnc/validate", payload)
if err != nil {
log.Printf("validation failed: %v", err)
}
syncDashboard(res)
}(contacts[i:min(i+500, len(contacts))])
}
wg.Wait()
return nil
}
Error
It’s throwing a 400 Bad Request with {"message": "Schema validation failed: regulatory_region_code must align with state suppression rules"}. The hash matching seems to drop valid numbers when the false-positive threshold hits 0.05. Deduplication filters in the goroutine pool are also causing race conditions on the shared audit log writer.
Question
How do I structure the Go payload to satisfy the federal/state regulatory constraints without triggering the platform’s schema rejection? The parallel execution is fine, but the region code mapping breaks when state rules override the federal DNC baseline. I’ve tried pre-filtering with a Bloom filter for deduplication, but the API still complains about mismatched suppression references. Need to figure out the exact payload shape