*/ public function make(AiExecutionRequest $request, AiExecutionDecision $decision): array { return array_filter([ 'use_case_key' => $decision->useCaseKey, 'decision_outcome' => $decision->outcome, 'decision_reason' => $decision->reasonCode->value, 'workspace_ai_policy_mode' => $decision->workspaceAiPolicyMode, 'requested_provider_class' => $decision->requestedProviderClass, 'data_classifications' => $decision->dataClassifications, 'source_family' => $decision->sourceFamily, 'workspace_id' => $request->workspace?->getKey(), 'tenant_id' => $request->tenant?->getKey(), 'context_fingerprint' => $this->normalizedFingerprint($request->contextFingerprint), 'matched_operational_control_scope' => $decision->matchedOperationalControlScope, ], static fn (mixed $value): bool => $value !== null); } private function normalizedFingerprint(?string $contextFingerprint): ?string { if (! is_string($contextFingerprint)) { return null; } $normalized = trim($contextFingerprint); return $normalized === '' ? null : $normalized; } }