diff --git a/kb/pricing/oci-sku-catalog.yaml b/kb/pricing/oci-sku-catalog.yaml
index 9afc4c0..93d054c 100644
--- a/kb/pricing/oci-sku-catalog.yaml
+++ b/kb/pricing/oci-sku-catalog.yaml
@@ -1,4 +1,4 @@
-last_verified: '2026-03-27'
+last_verified: '2026-05-01'
 source: Oracle OCI Price List + internal BOM reference v1.73
 description: 'OCI SKU catalog for BOM generation. ~160 SKUs across 14+ categories. Prices are approximate and for estimation
   only. Always verify against https://www.oracle.com/cloud/pricing/
@@ -564,7 +564,7 @@ categories:
     - sku: B95714
       product: Oracle Autonomous AI Transaction Processing - Dedicated - ECPU
       metric: ECPU Per Hour
-      list_price_usd: 0.336
+      list_price_usd: 0.0807
       default_hours_units: 730
       billing_type: hourly
     - sku: B95715
@@ -1302,12 +1302,6 @@ categories:
       list_price_usd: 0.015
       default_hours_units: 730
       billing_type: hourly
-    # OCI Data Science and Data Flow do not have dedicated SKUs in the Oracle
-    # public pricing API — they are billed via the underlying Compute + Block/Object
-    # Storage consumed by notebook sessions, model-deployment endpoints, and Spark
-    # runs. The entries below are placeholder estimates (VM.Standard3.Flex OCPU rate)
-    # so BOMs can include them as line items; always confirm against the customer's
-    # actual shape + usage before quoting.
     - sku: EST-DS-NOTEBOOK
       product: '[ESTIMATE] OCI Data Science - Notebook Session (billed via underlying VM.Standard compute OCPU)'
       metric: OCPU Per Hour