diff --git a/src/sentry/seer/autofix/issue_summary.py b/src/sentry/seer/autofix/issue_summary.py
index 991045bda437c1..47d62bd80b4e83 100644
--- a/src/sentry/seer/autofix/issue_summary.py
+++ b/src/sentry/seer/autofix/issue_summary.py
@@ -322,36 +322,17 @@ def run_automation(
         return
 
     # Check event count for ALERT source with triage-signals-v0-org
-    if source == SeerAutomationSource.ALERT and features.has(
-        "organizations:triage-signals-v0-org", group.organization
-    ):
-        # Use times_seen_with_pending if available (set by post_process), otherwise fall back
-        times_seen = (
-            group.times_seen_with_pending
-            if hasattr(group, "_times_seen_pending")
-            else group.times_seen
-        )
-        if times_seen < 10:
-            logger.info(
-                "Triage signals V0: skipping alert automation, event count < 10",
-                extra={
-                    "group_id": group.id,
-                    "project_slug": group.project.slug,
-                    "event_count": times_seen,
-                },
+    if is_seer_seat_based_tier_enabled(group.organization):
+        if source == SeerAutomationSource.ALERT:
+            # Use times_seen_with_pending if available (set by post_process), otherwise fall back
+            times_seen = (
+                group.times_seen_with_pending
+                if hasattr(group, "_times_seen_pending")
+                else group.times_seen
             )
-            return
-
-    # Only log for orgs with seat-based Seer tier
-    try:
-        should_log = is_seer_seat_based_tier_enabled(group.organization)
-    except Exception:
-        logger.exception(
-            "Error checking if seat-based Seer tier is enabled", extra={"group_id": group.id}
-        )
-        should_log = False
+            if times_seen < 10:
+                return
 
-    if should_log:
         try:
             times_seen = group.times_seen_with_pending
         except (AssertionError, AttributeError):
@@ -403,7 +384,7 @@ def run_automation(
         return
 
     stopping_point = None
-    if features.has("organizations:triage-signals-v0-org", group.organization):
+    if is_seer_seat_based_tier_enabled(group.organization):
         fixability_stopping_point = _get_stopping_point_from_fixability(fixability_score)
 
         # Fetch user preference and apply as upper bound
diff --git a/src/sentry/seer/similarity/utils.py b/src/sentry/seer/similarity/utils.py
index 49c2459fd4ad6c..27ffd0f8f61ae7 100644
--- a/src/sentry/seer/similarity/utils.py
+++ b/src/sentry/seer/similarity/utils.py
@@ -8,7 +8,7 @@
 import sentry_sdk
 from tokenizers import Tokenizer
 
-from sentry import features, options
+from sentry import options
 from sentry.constants import DATA_ROOT
 from sentry.grouping.api import get_contributing_variant_and_component
 from sentry.grouping.grouping_info import get_grouping_info_from_variants_legacy
@@ -17,6 +17,7 @@
 from sentry.models.organization import Organization
 from sentry.models.project import Project
 from sentry.seer.autofix.constants import AutofixAutomationTuningSettings
+from sentry.seer.autofix.utils import is_seer_seat_based_tier_enabled
 from sentry.services.eventstore.models import Event, GroupEvent
 from sentry.utils import metrics
 from sentry.utils.safe import get_path
@@ -509,7 +510,7 @@ def set_default_project_autofix_automation_tuning(
     if org_default == "off":
         # Explicit "off" is always respected, regardless of feature flag
         project.update_option("sentry:autofix_automation_tuning", "off")
-    elif features.has("organizations:triage-signals-v0-org", organization):
+    elif is_seer_seat_based_tier_enabled(organization):
         # Feature flag ON overrides everything except explicit "off"
         project.update_option(
             "sentry:autofix_automation_tuning",
@@ -524,7 +525,7 @@ def set_default_project_seer_scanner_automation(
     organization: Organization, project: Project
 ) -> None:
     """Called once at project creation time to set the initial seer scanner automation."""
-    if features.has("organizations:triage-signals-v0-org", organization):
+    if is_seer_seat_based_tier_enabled(organization):
         # Feature flag ON always sets scanner to True
         project.update_option("sentry:seer_scanner_automation", True)
     else:
diff --git a/src/sentry/tasks/post_process.py b/src/sentry/tasks/post_process.py
index 95ad76dfd66e5a..a77ad1bd218678 100644
--- a/src/sentry/tasks/post_process.py
+++ b/src/sentry/tasks/post_process.py
@@ -1608,6 +1608,7 @@ def kick_off_seer_automation(job: PostProcessJob) -> None:
     from sentry.seer.autofix.utils import (
         is_issue_eligible_for_seer_automation,
         is_seer_scanner_rate_limited,
+        is_seer_seat_based_tier_enabled,
     )
     from sentry.tasks.autofix import (
         generate_issue_summary_only,
@@ -1619,7 +1620,7 @@ def kick_off_seer_automation(job: PostProcessJob) -> None:
     group = event.group
 
     # Default behaviour
-    if not features.has("organizations:triage-signals-v0-org", group.organization):
+    if not is_seer_seat_based_tier_enabled(group.organization):
         # Only run on issues with no existing scan
         if group.seer_fixability_score is not None:
             return