diff --git a/exports.js b/exports.js
index 6fd2120bbc..725e0d0871 100644
--- a/exports.js
+++ b/exports.js
@@ -1222,6 +1222,7 @@ module.exports = {
         'workspaceManagedIdentity'      : require(__dirname + '/plugins/azure/synapse/workspaceManagedIdentity.js'),
         'synapseWorkspaceAdAuthEnabled' : require(__dirname + '/plugins/azure/synapse/synapseWorkspaceAdAuthEnabled.js'),
         'synapseWorkspacPrivateEndpoint': require(__dirname + '/plugins/azure/synapse/synapseWorkspacPrivateEndpoint.js'),
+        'workspaceDiagnosticLogsEnabled': require(__dirname + '/plugins/azure/synapse/workspaceDiagnosticLogsEnabled.js'),
         'workspaceDoubleEncryption'     : require(__dirname + '/plugins/azure/synapse/workspaceDoubleEncryption.js'),
 
         'apiInstanceManagedIdentity'    : require(__dirname + '/plugins/azure/apiManagement/apiInstanceManagedIdentity.js'),
diff --git a/helpers/azure/api.js b/helpers/azure/api.js
index 000b92f186..a194c7bbc2 100644
--- a/helpers/azure/api.js
+++ b/helpers/azure/api.js
@@ -1277,6 +1277,11 @@ var tertiarycalls = {
             properties: ['id'],
             url: 'https://management.azure.com/{id}/providers/microsoft.insights/diagnosticSettings?api-version=2021-05-01-preview'
         },
+        listByWorkspaces: {
+            reliesOnPath: 'synapse.listWorkspaces',
+            properties: ['id'],
+            url: 'https://management.azure.com/{id}/providers/microsoft.insights/diagnosticSettings?api-version=2021-05-01-preview'
+        }
     },
     backupShortTermRetentionPolicies: {
         listByDatabase: {
diff --git a/plugins/azure/synapse/workspaceDiagnosticLogsEnabled.js b/plugins/azure/synapse/workspaceDiagnosticLogsEnabled.js
new file mode 100644
index 0000000000..a9beb8a458
--- /dev/null
+++ b/plugins/azure/synapse/workspaceDiagnosticLogsEnabled.js
@@ -0,0 +1,64 @@
+var async = require('async');
+var helpers = require('../../../helpers/azure');
+
+module.exports = {
+    title: 'Synapse Workspace Diagnostic Logging Enabled',
+    category: 'AI & ML',
+    domain: 'Machine Learning',
+    severity: 'Medium',
+    description: 'Ensures that diagnostic logging is enabled for Synapse workspace.',
+    more_info: 'Enabling diagnostic logs in Azure Synapse workspace is important for monitoring, troubleshooting, and optimizing performance. These logs provide detailed insights into resource usage, query execution, and potential issues, allowing administrators to identify bottlenecks, track errors, and improve the overall efficiency and reliability of the workspace.',
+    recommended_action: 'Enable diagnostic logging for all Synapse workspaces.',
+    link: 'https://learn.microsoft.com/en-us/azure/synapse-analytics/monitor-synapse-analytics',
+    apis: ['synapse:listWorkspaces', 'diagnosticSettings:listByWorkspaces'],
+    realtime_triggers: ['microsoftsynapse:workspaces:write','microsoftsynapse:workspaces:delete','microsoftinsights:diagnosticSettings:delete','microsoftinsights:diagnosticSettings:write'],
+
+    run: function(cache, settings, callback) {
+        const results = [];
+        const source = {};
+        const locations = helpers.locations(settings.govcloud);
+
+        async.each(locations.synapse, function(location, rcb) {
+            const workspaces = helpers.addSource(cache, source,
+                ['synapse', 'listWorkspaces', location]);
+
+            if (!workspaces) return rcb();
+
+            if (workspaces.err || !workspaces.data) {
+                helpers.addResult(results, 3, 'Unable to query Synapse workspaces: ' + helpers.addError(workspaces), location);
+                return rcb();
+            }
+
+            if (!workspaces.data.length) {
+                helpers.addResult(results, 0, 'No existing Synapse workspaces found', location);
+                return rcb();
+            }
+
+            for (let workspace of workspaces.data) {
+                if (!workspace.id) continue;
+
+                var diagnosticSettings = helpers.addSource(cache, source, 
+                    ['diagnosticSettings', 'listByWorkspaces', location, workspace.id]);
+ 
+                if (!diagnosticSettings || diagnosticSettings.err || !diagnosticSettings.data) {
+                    helpers.addResult(results, 3, `Unable to query for Synapse workspace diagnostic settings: ${helpers.addError(diagnosticSettings)}`,
+                        location, workspace.id);
+                    continue;
+                }
+
+                var found = diagnosticSettings.data.find(ds => ds.logs && ds.logs.length);
+
+                if (found) {
+                    helpers.addResult(results, 0, 'Synapse workspace has diagnostic logs enabled', location, workspace.id);
+                } else {
+                    helpers.addResult(results, 2, 'Synapse workspace does not have diagnostic logs enabled', location, workspace.id);
+                }
+            }
+
+            rcb();
+        }, function() {
+            // Global checking goes here
+            callback(null, results, source);
+        });
+    }
+};
\ No newline at end of file
diff --git a/plugins/azure/synapse/workspaceDiagnosticLogsEnabled.spec.js b/plugins/azure/synapse/workspaceDiagnosticLogsEnabled.spec.js
new file mode 100644
index 0000000000..73d35d1877
--- /dev/null
+++ b/plugins/azure/synapse/workspaceDiagnosticLogsEnabled.spec.js
@@ -0,0 +1,127 @@
+var expect = require('chai').expect;
+var workspaceDiagnosticLogsEnabled = require('./workspaceDiagnosticLogsEnabled');
+
+const workspaces = [
+    {
+        type: "Microsoft.Synapse/workspaces",
+        id: "/subscriptions/123/resourceGroups/rsgrp/providers/Microsoft.Synapse/workspaces/test",
+        location: "eastus",
+        name: "test",
+    }
+];
+   
+    
+const diagnosticSettings = [
+    {
+        id: "/subscriptions/123/resourceGroups/rsgrp/providers/Microsoft.Synapse/workspaces/test",
+        type: 'Microsoft.Insights/diagnosticSettings',
+        name: 'test',
+        location: 'eastus',
+        kind: null,
+        tags: null,
+        eventHubName: null,
+        metrics: [],
+        logs: [
+            {
+              "category": null,
+              "categoryGroup": "allLogs",
+              "enabled": true,
+              "retentionPolicy": {
+                "enabled": false,
+                "days": 0
+              }
+            },
+            {
+              "category": null,
+              "categoryGroup": "audit",
+              "enabled": false,
+              "retentionPolicy": {
+                "enabled": false,
+                "days": 0
+              }
+            }
+          ],
+        logAnalyticsDestinationType: null
+    }
+];
+
+const createCache = (workspaces, ds) => {
+    const id = workspaces && workspaces.length ? workspaces[0].id : null;
+    return {
+        synapse: {
+            listWorkspaces: {
+                'eastus': {
+                    data: workspaces
+                }
+            }
+        },
+        diagnosticSettings: {
+            listByWorkspaces: {
+                'eastus': { 
+                    [id]: { 
+                        data: ds 
+                    }
+                }
+            }
+
+        },
+    };
+};
+
+describe('workspaceDiagnosticLogsEnabled', function() {
+    describe('run', function() {
+        it('should give a passing result if no Synapse workspaces are found', function (done) {
+            const cache = createCache([], null);
+            workspaceDiagnosticLogsEnabled.run(cache, {}, (err, results) => {
+                expect(results.length).to.equal(1);
+                expect(results[0].status).to.equal(0);
+                expect(results[0].message).to.include('No existing Synapse workspaces found');
+                expect(results[0].region).to.equal('eastus');
+                done();
+            });
+        });
+
+        it('should give unknown result if unable to query for Synapse workspaces', function (done) {
+            const cache = createCache(null, ['error']);
+            workspaceDiagnosticLogsEnabled.run(cache, {}, (err, results) => {
+                expect(results.length).to.equal(1);
+                expect(results[0].status).to.equal(3);
+                expect(results[0].message).to.include('Unable to query Synapse workspaces: Unable to obtain data');
+                expect(results[0].region).to.equal('eastus');
+                done();
+            });
+        });
+        it('should give unknown result if unable to query for diagnostic settings', function(done) {
+            const cache = createCache([workspaces[0]], null);
+            workspaceDiagnosticLogsEnabled.run(cache, {}, (err, results) => {
+                expect(results.length).to.equal(1);
+                expect(results[0].status).to.equal(3);
+                expect(results[0].message).to.include('Unable to query for Synapse workspace diagnostic settings');
+                expect(results[0].region).to.equal('eastus');
+                done();
+            });
+        });
+
+        it('should give passing result if diagnostic logs enabled', function(done) {
+            const cache = createCache([workspaces[0]], [diagnosticSettings[0]]);
+            workspaceDiagnosticLogsEnabled.run(cache, {}, (err, results) => {
+                expect(results.length).to.equal(1);
+                expect(results[0].status).to.equal(0);
+                expect(results[0].message).to.include('Synapse workspace has diagnostic logs enabled');
+                expect(results[0].region).to.equal('eastus');
+                done();
+            });
+        });
+
+        it('should give failing result if diagnostic logs not enabled', function(done) {
+            const cache = createCache([workspaces[0]], [[]]);
+            workspaceDiagnosticLogsEnabled.run(cache, {}, (err, results) => {
+                expect(results.length).to.equal(1);
+                expect(results[0].status).to.equal(2);
+                expect(results[0].message).to.include('Synapse workspace does not have diagnostic logs enabled');
+                expect(results[0].region).to.equal('eastus');
+                done();
+            });
+        });
+    });
+});