diff --git a/rma_sale/models/__init__.py b/rma_sale/models/__init__.py
index 162f1ebd..bcab3a0d 100644
--- a/rma_sale/models/__init__.py
+++ b/rma_sale/models/__init__.py
@@ -1,7 +1,8 @@
-# Copyright 2020 ForgeFlow S.L.
+# Copyright 2020-2022 ForgeFlow S.L.
 # License LGPL-3.0 or later (https://www.gnu.org/licenses/lgpl.html)
 from . import sale_order_line
 from . import sale_order
 from . import rma_order_line
 from . import rma_order
 from . import rma_operation
+from . import procurement
diff --git a/rma_sale/models/procurement.py b/rma_sale/models/procurement.py
new file mode 100644
index 00000000..07b291e6
--- /dev/null
+++ b/rma_sale/models/procurement.py
@@ -0,0 +1,50 @@
+# Copyright 2022 ForgeFlow S.L.
+# License LGPL-3.0 or later (https://www.gnu.org/licenses/lgpl.html)
+
+from odoo import models
+
+
+class StockRule(models.Model):
+    _inherit = "stock.rule"
+
+    def _get_stock_move_values(
+        self,
+        product_id,
+        product_qty,
+        product_uom,
+        location_id,
+        name,
+        origin,
+        company_id,
+        values,
+    ):
+        res = super(StockRule, self)._get_stock_move_values(
+            product_id,
+            product_qty,
+            product_uom,
+            location_id,
+            name,
+            origin,
+            company_id,
+            values,
+        )
+        if "rma_line_id" in values:
+            line = values.get("rma_line_id")
+            if line.reference_move_id:
+                return res
+            if line.sale_line_id:
+                moves = line.sale_line_id.move_ids
+                if moves:
+                    # TODO: Should we be smart in the choice of the move?
+                    layers = moves.mapped("stock_valuation_layer_ids")
+                    cost = layers[-1].unit_cost
+                    res["price_unit"] = cost
+            elif line.account_move_line_id:
+                sale_lines = line.account_move_line_id.sale_line_ids
+                moves = sale_lines.mapped("move_ids")
+                if moves:
+                    layers = moves.mapped("stock_valuation_layer_ids")
+                    cost = layers[-1].unit_cost
+                    # TODO: Should we be smart in the choice of the move?
+                    res["price_unit"] = cost
+        return res