diff --git a/server/src/main/java/org/opensearch/index/IndexingPressureService.java b/server/src/main/java/org/opensearch/index/IndexingPressureService.java
new file mode 100644
index 0000000000000..02079d7bad65d
--- /dev/null
+++ b/server/src/main/java/org/opensearch/index/IndexingPressureService.java
@@ -0,0 +1,71 @@
+/*
+ * Copyright OpenSearch Contributors.
+ * SPDX-License-Identifier: Apache-2.0
+ */
+
+package org.opensearch.index;
+
+import org.opensearch.action.admin.indices.stats.CommonStatsFlags;
+import org.opensearch.cluster.service.ClusterService;
+import org.opensearch.common.lease.Releasable;
+import org.opensearch.common.settings.Settings;
+import org.opensearch.index.shard.ShardId;
+import org.opensearch.index.stats.IndexingPressureStats;
+import org.opensearch.index.stats.ShardIndexingPressureStats;
+
+/**
+ * Sets up classes for node/shard level indexing pressure.
+ * Provides abstraction and orchestration for indexing pressure interfaces when called from Transport Actions or for Stats.
+ */
+public class IndexingPressureService {
+
+    private final ShardIndexingPressure shardIndexingPressure;
+
+    public IndexingPressureService(Settings settings, ClusterService clusterService) {
+        shardIndexingPressure = new ShardIndexingPressure(settings, clusterService);
+    }
+
+    public Releasable markCoordinatingOperationStarted(ShardId shardId, long bytes, boolean forceExecution) {
+        if (isShardIndexingPressureEnabled()) {
+            return shardIndexingPressure.markCoordinatingOperationStarted(shardId, bytes, forceExecution);
+        } else {
+            return shardIndexingPressure.markCoordinatingOperationStarted(bytes, forceExecution);
+        }
+    }
+
+    public Releasable markPrimaryOperationStarted(ShardId shardId, long bytes, boolean forceExecution) {
+        if (isShardIndexingPressureEnabled()) {
+            return shardIndexingPressure.markPrimaryOperationStarted(shardId, bytes, forceExecution);
+        } else {
+            return shardIndexingPressure.markPrimaryOperationStarted(bytes, forceExecution);
+        }
+    }
+
+    public Releasable markPrimaryOperationLocalToCoordinatingNodeStarted(ShardId shardId, long bytes) {
+        if (isShardIndexingPressureEnabled()) {
+            return shardIndexingPressure.markPrimaryOperationLocalToCoordinatingNodeStarted(shardId, bytes);
+        } else {
+            return shardIndexingPressure.markPrimaryOperationLocalToCoordinatingNodeStarted(bytes);
+        }
+    }
+
+    public Releasable markReplicaOperationStarted(ShardId shardId, long bytes, boolean forceExecution) {
+        if (isShardIndexingPressureEnabled()) {
+            return shardIndexingPressure.markReplicaOperationStarted(shardId, bytes, forceExecution);
+        } else {
+            return shardIndexingPressure.markReplicaOperationStarted(bytes, forceExecution);
+        }
+    }
+
+    public IndexingPressureStats nodeStats() {
+        return shardIndexingPressure.stats();
+    }
+
+    public ShardIndexingPressureStats shardStats(CommonStatsFlags statsFlags) {
+        return shardIndexingPressure.shardStats(statsFlags);
+    }
+
+    private boolean isShardIndexingPressureEnabled() {
+        return shardIndexingPressure.isShardIndexingPressureEnabled();
+    }
+}
diff --git a/server/src/test/java/org/opensearch/index/IndexingPressureServiceTests.java b/server/src/test/java/org/opensearch/index/IndexingPressureServiceTests.java
new file mode 100644
index 0000000000000..a96b0fda3d25e
--- /dev/null
+++ b/server/src/test/java/org/opensearch/index/IndexingPressureServiceTests.java
@@ -0,0 +1,163 @@
+/*
+ * SPDX-License-Identifier: Apache-2.0
+ *
+ * The OpenSearch Contributors require contributions made to
+ * this file be licensed under the Apache-2.0 license or a
+ * compatible open source license.
+ */
+
+package org.opensearch.index;
+
+import org.junit.Before;
+import org.opensearch.action.admin.indices.stats.CommonStatsFlags;
+import org.opensearch.cluster.service.ClusterService;
+import org.opensearch.common.lease.Releasable;
+import org.opensearch.common.settings.ClusterSettings;
+import org.opensearch.common.settings.Settings;
+import org.opensearch.index.shard.ShardId;
+import org.opensearch.index.stats.IndexingPressurePerShardStats;
+import org.opensearch.index.stats.IndexingPressureStats;
+import org.opensearch.test.OpenSearchTestCase;
+
+public class IndexingPressureServiceTests extends OpenSearchTestCase {
+
+    private final Settings settings = Settings.builder().put(IndexingPressure.MAX_INDEXING_BYTES.getKey(), "10KB")
+        .put(ShardIndexingPressureSettings.SHARD_INDEXING_PRESSURE_ENABLED.getKey(), true)
+        .put(ShardIndexingPressureMemoryManager.MAX_OUTSTANDING_REQUESTS.getKey(), 1)
+        .put(ShardIndexingPressureMemoryManager.SUCCESSFUL_REQUEST_ELAPSED_TIMEOUT.getKey(), "20ms")
+        .put(ShardIndexingPressureSettings.SHARD_INDEXING_PRESSURE_ENFORCED.getKey(), true)
+        .put(ShardIndexingPressureSettings.REQUEST_SIZE_WINDOW.getKey(), 100)
+        .build();
+
+    private ClusterSettings clusterSettings;
+    private ClusterService clusterService;
+
+    @Before
+    public void beforeTest() {
+        clusterSettings = new ClusterSettings(settings, ClusterSettings.BUILT_IN_CLUSTER_SETTINGS);
+        clusterService = new ClusterService(settings, clusterSettings, null);
+    }
+
+    public void testCoordinatingOperationForShardIndexingPressure() {
+        IndexingPressureService service = new IndexingPressureService(settings, clusterService);
+        Index index = new Index("IndexName", "UUID");
+        ShardId shardId = new ShardId(index, 0);
+
+        Releasable releasable = service.markCoordinatingOperationStarted(shardId, 1024, false);
+
+        IndexingPressurePerShardStats shardStats = service.shardStats(CommonStatsFlags.ALL).getIndexingPressureShardStats(shardId);
+        assertEquals(1024, shardStats.getCurrentCoordinatingBytes());
+        releasable.close();
+    }
+
+    public void testCoordinatingOperationForIndexingPressure() {
+        IndexingPressureService service = new IndexingPressureService(settings, clusterService);
+        Index index = new Index("IndexName", "UUID");
+        ShardId shardId = new ShardId(index, 0);
+        Settings.Builder updated = Settings.builder();
+        clusterSettings.updateDynamicSettings(Settings.builder()
+                .put(ShardIndexingPressureSettings.SHARD_INDEXING_PRESSURE_ENABLED.getKey(), false).build(),
+            Settings.builder().put(settings), updated, getTestClass().getName());
+        clusterSettings.applySettings(updated.build());
+
+        Releasable releasable = service.markCoordinatingOperationStarted(shardId, 1024, false);
+        IndexingPressurePerShardStats shardStats = service.shardStats(CommonStatsFlags.ALL).getIndexingPressureShardStats(shardId);
+        assertNull(shardStats);
+        IndexingPressureStats nodeStats = service.nodeStats();
+        assertEquals(1024, nodeStats.getCurrentCoordinatingBytes());
+        releasable.close();
+    }
+
+    public void testPrimaryOperationForShardIndexingPressure() {
+        IndexingPressureService service = new IndexingPressureService(settings, clusterService);
+        Index index = new Index("IndexName", "UUID");
+        ShardId shardId = new ShardId(index, 0);
+
+        Releasable releasable = service.markPrimaryOperationStarted(shardId, 1024, false);
+
+        IndexingPressurePerShardStats shardStats = service.shardStats(CommonStatsFlags.ALL).getIndexingPressureShardStats(shardId);
+        assertEquals(1024, shardStats.getCurrentPrimaryBytes());
+        releasable.close();
+    }
+
+    public void testPrimaryOperationForIndexingPressure() {
+        IndexingPressureService service = new IndexingPressureService(settings, clusterService);
+        Index index = new Index("IndexName", "UUID");
+        ShardId shardId = new ShardId(index, 0);
+        Settings.Builder updated = Settings.builder();
+        clusterSettings.updateDynamicSettings(Settings.builder()
+                .put(ShardIndexingPressureSettings.SHARD_INDEXING_PRESSURE_ENABLED.getKey(), false).build(),
+            Settings.builder().put(settings), updated, getTestClass().getName());
+        clusterSettings.applySettings(updated.build());
+
+        Releasable releasable = service.markPrimaryOperationStarted(shardId, 1024, false);
+
+        IndexingPressurePerShardStats shardStats = service.shardStats(CommonStatsFlags.ALL).getIndexingPressureShardStats(shardId);
+        assertNull(shardStats);
+        IndexingPressureStats nodeStats = service.nodeStats();
+        assertEquals(1024, nodeStats.getCurrentPrimaryBytes());
+        releasable.close();
+    }
+
+    public void testLocalPrimaryOperationForShardIndexingPressure() {
+        IndexingPressureService service = new IndexingPressureService(settings, clusterService);
+        Index index = new Index("IndexName", "UUID");
+        ShardId shardId = new ShardId(index, 0);
+
+        Releasable releasable = service.markPrimaryOperationLocalToCoordinatingNodeStarted(shardId, 1024);
+
+        IndexingPressurePerShardStats shardStats = service.shardStats(CommonStatsFlags.ALL).getIndexingPressureShardStats(shardId);
+        assertEquals(1024, shardStats.getCurrentPrimaryBytes());
+        releasable.close();
+    }
+
+    public void testLocalPrimaryOperationForIndexingPressure() {
+        IndexingPressureService service = new IndexingPressureService(settings, clusterService);
+        Index index = new Index("IndexName", "UUID");
+        ShardId shardId = new ShardId(index, 0);
+        Settings.Builder updated = Settings.builder();
+        clusterSettings.updateDynamicSettings(Settings.builder()
+                .put(ShardIndexingPressureSettings.SHARD_INDEXING_PRESSURE_ENABLED.getKey(), false).build(),
+            Settings.builder().put(settings), updated, getTestClass().getName());
+        clusterSettings.applySettings(updated.build());
+
+        Releasable releasable = service.markPrimaryOperationLocalToCoordinatingNodeStarted(shardId, 1024);
+
+        IndexingPressurePerShardStats shardStats = service.shardStats(CommonStatsFlags.ALL).getIndexingPressureShardStats(shardId);
+        assertNull(shardStats);
+        IndexingPressureStats nodeStats = service.nodeStats();
+        assertEquals(1024, nodeStats.getCurrentPrimaryBytes());
+        releasable.close();
+    }
+
+    public void testReplicaOperationForShardIndexingPressure() {
+        IndexingPressureService service = new IndexingPressureService(settings, clusterService);
+        Index index = new Index("IndexName", "UUID");
+        ShardId shardId = new ShardId(index, 0);
+
+        Releasable releasable = service.markReplicaOperationStarted(shardId, 1024, false);
+
+        IndexingPressurePerShardStats shardStats = service.shardStats(CommonStatsFlags.ALL).getIndexingPressureShardStats(shardId);
+        assertEquals(1024, shardStats.getCurrentReplicaBytes());
+        releasable.close();
+    }
+
+    public void testReplicaOperationForIndexingPressure() {
+        IndexingPressureService service = new IndexingPressureService(settings, clusterService);
+        Index index = new Index("IndexName", "UUID");
+        ShardId shardId = new ShardId(index, 0);
+        Settings.Builder updated = Settings.builder();
+        clusterSettings.updateDynamicSettings(Settings.builder()
+                .put(ShardIndexingPressureSettings.SHARD_INDEXING_PRESSURE_ENABLED.getKey(), false).build(),
+            Settings.builder().put(settings), updated, getTestClass().getName());
+        clusterSettings.applySettings(updated.build());
+
+        Releasable releasable = service.markReplicaOperationStarted(shardId, 1024, false);
+
+        IndexingPressurePerShardStats shardStats = service.shardStats(CommonStatsFlags.ALL).getIndexingPressureShardStats(shardId);
+        assertNull(shardStats);
+        IndexingPressureStats nodeStats = service.nodeStats();
+        assertEquals(1024, nodeStats.getCurrentReplicaBytes());
+        releasable.close();
+    }
+}