diff --git a/app/code/Magento/CatalogRule/Test/Mftf/ActionGroup/CatalogPriceRuleActionGroup.xml b/app/code/Magento/CatalogRule/Test/Mftf/ActionGroup/CatalogPriceRuleActionGroup.xml
index 56488b206f3f6..50b4165a3f34b 100644
--- a/app/code/Magento/CatalogRule/Test/Mftf/ActionGroup/CatalogPriceRuleActionGroup.xml
+++ b/app/code/Magento/CatalogRule/Test/Mftf/ActionGroup/CatalogPriceRuleActionGroup.xml
@@ -233,4 +233,23 @@
         <click selector="{{AdminNewCatalogPriceRuleConditions.activeConditionApplyButton}}" stepKey="clickApply"/>
         <waitForElementNotVisible selector="{{AdminNewCatalogPriceRuleConditions.activeConditionApplyButton}}" stepKey="waitForApplyButtonInvisibility"/>
     </actionGroup>
+
+    <actionGroup name="newCatalogPriceRuleWithInvalidData">
+        <annotations>
+            <description>Goes to the Catalog Price Rule grid. Clicks on Add. Fills in the provided Catalog Rule details with invalid data.</description>
+        </annotations>
+        <arguments>
+            <argument name="catalogRule" defaultValue="catalogRuleWithInvalid"/>
+        </arguments>
+
+        <!-- Go to the admin Catalog rule grid and add a new one -->
+        <amOnPage stepKey="goToPriceRulePage" url="{{CatalogRulePage.url}}"/>
+        <waitForPageLoad stepKey="waitForPriceRulePage"/>
+
+        <click stepKey="addNewRule" selector="{{AdminGridMainControls.add}}"/>
+        <fillField stepKey="fillPriority" selector="{{AdminNewCatalogPriceRule.priority}}" userInput="{{catalogRule.priority}}"/>
+        <scrollToTopOfPage stepKey="scrollToTop"/>
+        <click selector="{{AdminNewCatalogPriceRule.save}}" stepKey="clickSave"/>
+        <waitForPageLoad stepKey="waitForApplied"/>
+    </actionGroup>
 </actionGroups>
diff --git a/app/code/Magento/CatalogRule/Test/Mftf/Data/CatalogRuleData.xml b/app/code/Magento/CatalogRule/Test/Mftf/Data/CatalogRuleData.xml
index 75a7484324576..2920a895f607d 100644
--- a/app/code/Magento/CatalogRule/Test/Mftf/Data/CatalogRuleData.xml
+++ b/app/code/Magento/CatalogRule/Test/Mftf/Data/CatalogRuleData.xml
@@ -173,4 +173,19 @@
         <data key="defaultRuleLabelAllStoreViews">Free Shipping in conditions</data>
         <data key="defaultStoreView">Free Shipping in conditions</data>
     </entity>
+
+    <entity name="catalogRuleWithInvalid" type="catalogRule">
+        <data key="name" unique="suffix">CatalogPriceRule</data>
+        <data key="description">Catalog Price Rule Description</data>
+        <data key="is_active">1</data>
+        <array key="customer_group_ids">
+            <item>0</item>
+        </array>
+        <array key="website_ids">
+            <item>1</item>
+        </array>
+        <data key="simple_action">by_percent</data>
+        <data key="discount_amount">10</data>
+        <data key="priority">ten</data>
+    </entity>
 </entities>
diff --git a/app/code/Magento/CatalogRule/Test/Mftf/Section/AdminNewCatalogPriceRuleSection.xml b/app/code/Magento/CatalogRule/Test/Mftf/Section/AdminNewCatalogPriceRuleSection.xml
index 004ce09efa903..7d375da6dfb65 100644
--- a/app/code/Magento/CatalogRule/Test/Mftf/Section/AdminNewCatalogPriceRuleSection.xml
+++ b/app/code/Magento/CatalogRule/Test/Mftf/Section/AdminNewCatalogPriceRuleSection.xml
@@ -37,6 +37,8 @@
         <element name="priority" type="input" selector="[name='sort_order']"/>
         <element name="conditionsTab" type="block" selector="[data-index='block_promo_catalog_edit_tab_conditions']"/>
         <element name="actionsTab" type="block" selector="[data-index='actions']"/>
+
+        <element name="fieldError" type="text" selector="//input[@name='{{fieldName}}']/following-sibling::label[@class='admin__field-error']" parameterized="true"/>
     </section>
 
     <section name="AdminNewCatalogPriceRuleActions">
diff --git a/app/code/Magento/CatalogRule/Test/Mftf/Test/AdminCreateCatalogPriceRuleTest.xml b/app/code/Magento/CatalogRule/Test/Mftf/Test/AdminCreateCatalogPriceRuleTest.xml
index 09b924603c54a..ee61af180d350 100644
--- a/app/code/Magento/CatalogRule/Test/Mftf/Test/AdminCreateCatalogPriceRuleTest.xml
+++ b/app/code/Magento/CatalogRule/Test/Mftf/Test/AdminCreateCatalogPriceRuleTest.xml
@@ -196,4 +196,27 @@
         <see selector="{{StorefrontCategoryProductSection.ProductInfoByNumber('1')}}" userInput="$$createProduct.name$$" stepKey="seeProduct2"/>
         <see selector="{{StorefrontCategoryProductSection.ProductInfoByNumber('1')}}" userInput="$123.00" stepKey="seeDiscountedPrice2"/>
     </test>
+
+    <test name="AdminCreateCatalogPriceRuleWithInvalidDataTest">
+        <annotations>
+            <features value="CatalogRule"/>
+            <stories value="Create Catalog Price Rule"/>
+            <title value="Admin can not create catalog price rule with the invalid data"/>
+            <description value="Admin can not create catalog price rule with the invalid data"/>
+            <severity value="MAJOR"/>
+            <group value="CatalogRule"/>
+        </annotations>
+        <before>
+            <actionGroup ref="LoginAsAdmin" stepKey="loginAsAdmin"/>
+        </before>
+        <after>
+            <amOnPage url="{{AdminLogoutPage.url}}" stepKey="amOnLogoutPage"/>
+        </after>
+
+        <actionGroup ref="newCatalogPriceRuleWithInvalidData" stepKey="createNewPriceRule">
+            <argument name="catalogRule" value="catalogRuleWithInvalid"/>
+        </actionGroup>
+
+        <see selector="{{AdminNewCatalogPriceRule.fieldError('sort_order')}}" userInput="Please enter a valid number in this field." stepKey="seeSortOrderError"/>
+    </test>
 </tests>
diff --git a/app/code/Magento/CatalogRule/view/adminhtml/ui_component/catalog_rule_form.xml b/app/code/Magento/CatalogRule/view/adminhtml/ui_component/catalog_rule_form.xml
index 2af8bb0770b20..59e3c4668e8a4 100644
--- a/app/code/Magento/CatalogRule/view/adminhtml/ui_component/catalog_rule_form.xml
+++ b/app/code/Magento/CatalogRule/view/adminhtml/ui_component/catalog_rule_form.xml
@@ -208,6 +208,9 @@
                 </item>
             </argument>
             <settings>
+                <validation>
+                    <rule name="validate-digits" xsi:type="boolean">true</rule>
+                </validation>
                 <dataType>text</dataType>
                 <label translate="true">Priority</label>
                 <dataScope>sort_order</dataScope>
diff --git a/app/code/Magento/SalesRule/Test/Mftf/Data/SalesRuleData.xml b/app/code/Magento/SalesRule/Test/Mftf/Data/SalesRuleData.xml
index 39ea70ddc3df7..4a39e1237841d 100644
--- a/app/code/Magento/SalesRule/Test/Mftf/Data/SalesRuleData.xml
+++ b/app/code/Magento/SalesRule/Test/Mftf/Data/SalesRuleData.xml
@@ -464,4 +464,13 @@
         <requiredEntity type="SalesRuleLabel">SalesRuleLabelDefault</requiredEntity>
         <requiredEntity type="SalesRuleLabel">SalesRuleLabelStore1</requiredEntity>
     </entity>
+
+    <entity name="TestSalesRuleWithInvalidData" type="SalesRule">
+        <data key="userPerCustomer">one</data>
+        <data key="userPerCoupon">one</data>
+        <data key="priority">one</data>
+        <data key="discountStep">one</data>
+        <data key="discountAmount">one</data>
+        <data key="maximumQtyDiscount">one</data>
+    </entity>
 </entities>
diff --git a/app/code/Magento/SalesRule/Test/Mftf/Section/AdminCartPriceRulesFormSection.xml b/app/code/Magento/SalesRule/Test/Mftf/Section/AdminCartPriceRulesFormSection.xml
index 39399152f5fab..b164cdde33248 100644
--- a/app/code/Magento/SalesRule/Test/Mftf/Section/AdminCartPriceRulesFormSection.xml
+++ b/app/code/Magento/SalesRule/Test/Mftf/Section/AdminCartPriceRulesFormSection.xml
@@ -99,5 +99,6 @@
         <element name="generateCouponsButton" type="button" selector="#coupons_generate_button" timeout="30"/>
         <element name="generatedCouponByIndex" type="text" selector="#couponCodesGrid_table > tbody > tr:nth-child({{var}}) > td.col-code" parameterized="true"/>
         <element name="couponGridUsedHeader" type="text" selector="#couponCodesGrid thead th[data-sort='used']"/>
+        <element name="fieldError" type="text" selector="//input[@name='{{fieldName}}']/following-sibling::label[@class='admin__field-error']" parameterized="true"/>
     </section>
 </sections>
diff --git a/app/code/Magento/SalesRule/Test/Mftf/Test/AdminCreateInvalidRuleTest.xml b/app/code/Magento/SalesRule/Test/Mftf/Test/AdminCreateInvalidRuleTest.xml
new file mode 100644
index 0000000000000..620112e323ff5
--- /dev/null
+++ b/app/code/Magento/SalesRule/Test/Mftf/Test/AdminCreateInvalidRuleTest.xml
@@ -0,0 +1,53 @@
+<?xml version="1.0" encoding="UTF-8"?>
+<!--
+ /**
+  * Copyright © Magento, Inc. All rights reserved.
+  * See COPYING.txt for license details.
+  */
+-->
+
+<tests xmlns:xsi="http://www.w3.org/2001/XMLSchema-instance"
+       xsi:noNamespaceSchemaLocation="urn:magento:mftf:Test/etc/testSchema.xsd">
+    <test name="AdminCreateInvalidRuleTest">
+        <annotations>
+            <features value="SalesRule"/>
+            <stories value="Create cart price rule with invalid data"/>
+            <title value="Admin can not create rule with invalid data"/>
+            <description value="Admin can not create rule with invalid data"/>
+            <severity value="MAJOR"/>
+            <group value="SalesRule"/>
+        </annotations>
+
+        <before>
+            <actionGroup ref="LoginAsAdmin" stepKey="loginAsAdmin"/>
+        </before>
+
+        <after>
+            <actionGroup ref="logout" stepKey="adminLogout"/>
+        </after>
+
+        <amOnPage url="{{AdminCartPriceRulesPage.url}}" stepKey="amOnCartPriceList"/>
+        <waitForPageLoad stepKey="waitForRulesPage"/>
+        <click selector="{{AdminCartPriceRulesSection.addNewRuleButton}}" stepKey="clickAddNewRule"/>
+
+        <click selector="{{AdminCartPriceRulesFormSection.actionsHeader}}" stepKey="clickToExpandActions"/>
+        <selectOption selector="{{AdminCartPriceRulesFormSection.apply}}" userInput="Buy X get Y free (discount amount is Y)" stepKey="selectActionType"/>
+        <fillField selector="{{AdminCartPriceRulesFormSection.discountAmount}}" userInput="{{TestSalesRuleWithInvalidData.discountAmount}}" stepKey="fillDiscountAmount"/>
+        <fillField selector="{{AdminCartPriceRulesFormSection.maximumQtyDiscount}}" userInput="{{TestSalesRuleWithInvalidData.maximumQtyDiscount}}" stepKey="fillDiscountQty"/>
+        <fillField selector="{{AdminCartPriceRulesFormSection.discountStep}}" userInput="{{TestSalesRuleWithInvalidData.discountStep}}" stepKey="fillDiscountStep"/>
+
+        <fillField selector="{{AdminCartPriceRulesFormSection.userPerCustomer}}" userInput="{{TestSalesRuleWithInvalidData.userPerCustomer}}" stepKey="fillUsePerCustomer"/>
+        <selectOption selector="{{AdminCartPriceRulesFormSection.coupon}}" userInput="Specific Coupon" stepKey="selectCouponType"/>
+        <fillField selector="{{AdminCartPriceRulesFormSection.userPerCoupon}}" userInput="{{TestSalesRuleWithInvalidData.userPerCoupon}}" stepKey="fillUsePerCoupon"/>
+        <fillField selector="{{AdminCartPriceRulesFormSection.priority}}" userInput="{{TestSalesRuleWithInvalidData.priority}}" stepKey="fillPriority"/>
+
+        <click selector="{{AdminCartPriceRulesFormSection.save}}" stepKey="clickSaveButton"/>
+
+        <see selector="{{AdminNewCatalogPriceRule.fieldError('uses_per_coupon')}}" userInput="Please enter a valid number in this field." stepKey="seePerCouponError"/>
+        <see selector="{{AdminNewCatalogPriceRule.fieldError('uses_per_customer')}}" userInput="Please enter a valid number in this field." stepKey="seePerCustomerError"/>
+        <see selector="{{AdminNewCatalogPriceRule.fieldError('sort_order')}}" userInput="Please enter a valid number in this field." stepKey="seePriorityError"/>
+        <see selector="{{AdminNewCatalogPriceRule.fieldError('discount_amount')}}" userInput="Please enter a valid number in this field." stepKey="seeDiscountAmountError"/>
+        <see selector="{{AdminNewCatalogPriceRule.fieldError('discount_qty')}}" userInput="Please enter a valid number in this field." stepKey="seeMaximumQtyError"/>
+        <see selector="{{AdminNewCatalogPriceRule.fieldError('discount_step')}}" userInput="Please enter a valid number in this field." stepKey="seeDiscountStepError"/>
+    </test>
+</tests>
diff --git a/app/code/Magento/SalesRule/view/adminhtml/ui_component/sales_rule_form.xml b/app/code/Magento/SalesRule/view/adminhtml/ui_component/sales_rule_form.xml
index 639e12006232b..e1c12f45012ee 100644
--- a/app/code/Magento/SalesRule/view/adminhtml/ui_component/sales_rule_form.xml
+++ b/app/code/Magento/SalesRule/view/adminhtml/ui_component/sales_rule_form.xml
@@ -297,6 +297,9 @@
                 </item>
             </argument>
             <settings>
+                <validation>
+                    <rule name="validate-digits" xsi:type="boolean">true</rule>
+                </validation>
                 <dataType>text</dataType>
                 <label translate="true">Uses per Coupon</label>
                 <dataScope>uses_per_coupon</dataScope>
@@ -309,6 +312,9 @@
                 </item>
             </argument>
             <settings>
+                <validation>
+                    <rule name="validate-digits" xsi:type="boolean">true</rule>
+                </validation>
                 <notice translate="true">
                     Usage limit enforced for logged in customers only.
                 </notice>
@@ -356,6 +362,9 @@
                 </item>
             </argument>
             <settings>
+                <validation>
+                    <rule name="validate-digits" xsi:type="boolean">true</rule>
+                </validation>
                 <dataType>text</dataType>
                 <label translate="true">Priority</label>
                 <dataScope>sort_order</dataScope>
@@ -422,6 +431,8 @@
             <settings>
                 <validation>
                     <rule name="required-entry" xsi:type="boolean">true</rule>
+                    <rule name="validate-number" xsi:type="boolean">true</rule>
+                    <rule name="validate-zero-or-greater" xsi:type="boolean">true</rule>
                 </validation>
                 <dataType>text</dataType>
                 <label translate="true">Discount Amount</label>
@@ -435,6 +446,10 @@
                 </item>
             </argument>
             <settings>
+                <validation>
+                    <rule name="validate-number" xsi:type="boolean">true</rule>
+                    <rule name="validate-zero-or-greater" xsi:type="boolean">true</rule>
+                </validation>
                 <dataType>text</dataType>
                 <label translate="true">Maximum Qty Discount is Applied To</label>
                 <dataScope>discount_qty</dataScope>
@@ -447,6 +462,10 @@
                 </item>
             </argument>
             <settings>
+                <validation>
+                    <rule name="validate-number" xsi:type="boolean">true</rule>
+                    <rule name="validate-zero-or-greater" xsi:type="boolean">true</rule>
+                </validation>
                 <dataType>text</dataType>
                 <label translate="true">Discount Qty Step (Buy X)</label>
                 <dataScope>discount_step</dataScope>