diff --git a/packages/interceptors-opentelemetry/src/index.ts b/packages/interceptors-opentelemetry/src/index.ts
index 0abcedf97..3a785d87d 100644
--- a/packages/interceptors-opentelemetry/src/index.ts
+++ b/packages/interceptors-opentelemetry/src/index.ts
@@ -8,6 +8,7 @@
  * @module
  */
 
+export * from './plugin';
 export * from './workflow';
 export * from './worker';
 export {
diff --git a/packages/interceptors-opentelemetry/src/plugin.ts b/packages/interceptors-opentelemetry/src/plugin.ts
new file mode 100644
index 000000000..96a4e4737
--- /dev/null
+++ b/packages/interceptors-opentelemetry/src/plugin.ts
@@ -0,0 +1,47 @@
+import { SpanExporter } from '@opentelemetry/sdk-trace-base';
+import { Resource } from '@opentelemetry/resources';
+import { SimplePlugin } from '@temporalio/plugin';
+import { InjectedSinks, WorkerOptions } from '@temporalio/worker';
+import { OpenTelemetryWorkflowClientInterceptor } from './client'
+import {
+  makeWorkflowExporter,
+  OpenTelemetryActivityInboundInterceptor,
+  OpenTelemetryActivityOutboundInterceptor,
+} from './worker';
+import { OpenTelemetrySinks } from './workflow';
+
+export interface OpenTelemetryPluginOptions {
+  readonly resource: Resource;
+  readonly traceExporter: SpanExporter;
+}
+
+export class OpenTelemetryPlugin extends SimplePlugin {
+  constructor(readonly otelOptions: OpenTelemetryPluginOptions) {
+    super({
+      name: 'OpenTelemetryPlugin',
+      clientInterceptors: {
+        workflow: [new OpenTelemetryWorkflowClientInterceptor()],
+      },
+      workerInterceptors: {
+        workflowModules: [require.resolve('./workflow-interceptors')],
+        activity: [
+          (ctx) => ({
+            inbound: new OpenTelemetryActivityInboundInterceptor(ctx),
+            outbound: new OpenTelemetryActivityOutboundInterceptor(ctx),
+          }),
+        ],
+      },
+    });
+  }
+
+  configureWorker(options: WorkerOptions): WorkerOptions {
+    const sinks: InjectedSinks<OpenTelemetrySinks> = {
+      exporter: makeWorkflowExporter(this.otelOptions.traceExporter, this.otelOptions.resource),
+    };
+    options.sinks = {
+      ...options.sinks,
+      ...sinks
+    };
+    return super.configureWorker(options);
+  }
+}
\ No newline at end of file
diff --git a/packages/interceptors-opentelemetry/src/workflow-interceptors.ts b/packages/interceptors-opentelemetry/src/workflow-interceptors.ts
new file mode 100644
index 000000000..ddab64494
--- /dev/null
+++ b/packages/interceptors-opentelemetry/src/workflow-interceptors.ts
@@ -0,0 +1,14 @@
+/** Not a workflow, just interceptors */
+
+import { WorkflowInterceptors } from '@temporalio/workflow';
+import {
+  OpenTelemetryInboundInterceptor,
+  OpenTelemetryOutboundInterceptor,
+  OpenTelemetryInternalsInterceptor,
+} from './workflow';
+
+export const interceptors = (): WorkflowInterceptors => ({
+  inbound: [new OpenTelemetryInboundInterceptor()],
+  outbound: [new OpenTelemetryOutboundInterceptor()],
+  internals: [new OpenTelemetryInternalsInterceptor()],
+});
diff --git a/packages/test/src/test-otel.ts b/packages/test/src/test-otel.ts
index 93dcb2e9d..5d4dcb177 100644
--- a/packages/test/src/test-otel.ts
+++ b/packages/test/src/test-otel.ts
@@ -12,9 +12,9 @@ import { BasicTracerProvider, InMemorySpanExporter, SimpleSpanProcessor } from '
 import { SemanticResourceAttributes } from '@opentelemetry/semantic-conventions';
 import test from 'ava';
 import { v4 as uuid4 } from 'uuid';
-import { WorkflowClient } from '@temporalio/client';
+import { Client, WorkflowClient } from '@temporalio/client';
 import { OpenTelemetryWorkflowClientInterceptor } from '@temporalio/interceptors-opentelemetry/lib/client';
-import { OpenTelemetryWorkflowClientCallsInterceptor } from '@temporalio/interceptors-opentelemetry';
+import { OpenTelemetryPlugin, OpenTelemetryWorkflowClientCallsInterceptor } from '@temporalio/interceptors-opentelemetry';
 import { instrument } from '@temporalio/interceptors-opentelemetry/lib/instrumentation';
 import {
   makeWorkflowExporter,
@@ -253,33 +253,18 @@ if (RUN_INTEGRATION_TESTS) {
       });
       await otel.start();
 
-      const sinks: InjectedSinks<OpenTelemetrySinks> = {
-        exporter: makeWorkflowExporter(traceExporter, staticResource),
-      };
-
+      const plugin = new OpenTelemetryPlugin({resource: staticResource, traceExporter});
       const worker = await Worker.create({
         workflowsPath: require.resolve('./workflows'),
         activities,
         taskQueue: 'test-otel',
-        interceptors: {
-          client: {
-            workflow: [new OpenTelemetryWorkflowClientCallsInterceptor()],
-          },
-          workflowModules: [require.resolve('./workflows/otel-interceptors')],
-          activity: [
-            (ctx) => ({
-              inbound: new OpenTelemetryActivityInboundInterceptor(ctx),
-              outbound: new OpenTelemetryActivityOutboundInterceptor(ctx),
-            }),
-          ],
-        },
-        sinks,
+        plugins: [plugin],
       });
 
-      const client = new WorkflowClient({
-        interceptors: [new OpenTelemetryWorkflowClientInterceptor()],
+      const client = new Client({
+        plugins: [plugin],
       });
-      await worker.runUntil(client.execute(workflows.smorgasbord, { taskQueue: 'test-otel', workflowId: uuid4() }));
+      await worker.runUntil(client.workflow.execute(workflows.smorgasbord, { taskQueue: 'test-otel', workflowId: uuid4() }));
       await otel.shutdown();
       const originalSpan = spans.find(({ name }) => name === `${SpanName.WORKFLOW_START}${SPAN_DELIMITER}smorgasbord`);
       t.true(originalSpan !== undefined);