diff --git a/x-pack/plugins/security_solution/docs/siem_migration/README.md b/x-pack/plugins/security_solution/docs/siem_migration/README.md
new file mode 100644
index 0000000000000..84a2d17277ec4
--- /dev/null
+++ b/x-pack/plugins/security_solution/docs/siem_migration/README.md
@@ -0,0 +1,17 @@
+# SIEM Migration Library
+
+## Migration Process
+
+The SIEM migration library defines a set of UI components and services that are used to migrate third party SIEM resources like detection rules and translate them into resources that can be used in the Elastic Security app.
+
+## Graphs:
+
+The below images are generated by running the following command from the security_solution directory:
+
+```bash
+yarn siem-migrations:graph:draw
+```
+
+Main agent graph:
+
+![Agent Graph](./img/agent_graph.png)
\ No newline at end of file
diff --git a/x-pack/plugins/security_solution/docs/siem_migration/img/agent_graph.png b/x-pack/plugins/security_solution/docs/siem_migration/img/agent_graph.png
new file mode 100644
index 0000000000000..a4039ef4a7446
Binary files /dev/null and b/x-pack/plugins/security_solution/docs/siem_migration/img/agent_graph.png differ
diff --git a/x-pack/plugins/security_solution/package.json b/x-pack/plugins/security_solution/package.json
index 62a406960ceeb..fd1be833c5d6b 100644
--- a/x-pack/plugins/security_solution/package.json
+++ b/x-pack/plugins/security_solution/package.json
@@ -27,6 +27,7 @@
     "test:generate:serverless-dev": "NODE_TLS_REJECT_UNAUTHORIZED=0 node --no-warnings scripts/endpoint/resolver_generator --node https://elastic_serverless:changeme@127.0.0.1:9200 --kibana http://elastic_serverless:changeme@127.0.0.1:5601",
     "mappings:generate": "node scripts/mappings/mappings_generator",
     "mappings:load": "node scripts/mappings/mappings_loader",
+    "siem-migrations:graph:draw": "node scripts/siem_migration/draw_graphs",
     "junit:transform": "node scripts/junit_transformer --pathPattern '../../../target/kibana-security-solution/cypress/results/*.xml' --rootDirectory ../../../ --reportName 'Security Solution Cypress' --writeInPlace",
     "openapi:generate": "node scripts/openapi/generate",
     "openapi:generate:debug": "node --inspect-brk scripts/openapi/generate",
@@ -35,4 +36,4 @@
     "openapi:bundle:entity-analytics": "node scripts/openapi/bundle_entity_analytics",
     "openapi:bundle:endpoint-management": "node scripts/openapi/bundle_endpoint_management"
   }
-}
+}
\ No newline at end of file
diff --git a/x-pack/plugins/security_solution/scripts/siem_migration/draw_graphs.js b/x-pack/plugins/security_solution/scripts/siem_migration/draw_graphs.js
new file mode 100644
index 0000000000000..010b6c15f323c
--- /dev/null
+++ b/x-pack/plugins/security_solution/scripts/siem_migration/draw_graphs.js
@@ -0,0 +1,9 @@
+/*
+ * Copyright Elasticsearch B.V. and/or licensed to Elasticsearch B.V. under one
+ * or more contributor license agreements. Licensed under the Elastic License
+ * 2.0; you may not use this file except in compliance with the Elastic License
+ * 2.0.
+ */
+
+require('../../../../../src/setup_node_env');
+require('./draw_graphs_script').draw();
diff --git a/x-pack/plugins/security_solution/scripts/siem_migration/draw_graphs_script.ts b/x-pack/plugins/security_solution/scripts/siem_migration/draw_graphs_script.ts
new file mode 100644
index 0000000000000..4cb2b5c740474
--- /dev/null
+++ b/x-pack/plugins/security_solution/scripts/siem_migration/draw_graphs_script.ts
@@ -0,0 +1,80 @@
+/*
+ * Copyright Elasticsearch B.V. and/or licensed to Elasticsearch B.V. under one
+ * or more contributor license agreements. Licensed under the Elastic License
+ * 2.0; you may not use this file except in compliance with the Elastic License
+ * 2.0.
+ */
+
+import type { InferenceClient } from '@kbn/inference-plugin/server';
+import type {
+  ActionsClientChatOpenAI,
+  ActionsClientSimpleChatModel,
+} from '@kbn/langchain/server/language_models';
+import type { Logger } from '@kbn/logging';
+import { ToolingLog } from '@kbn/tooling-log';
+import { FakeLLM } from '@langchain/core/utils/testing';
+import fs from 'fs/promises';
+import path from 'path';
+import { getRuleMigrationAgent } from '../../server/lib/siem_migrations/rules/task/agent';
+import type { IntegrationRetriever } from '../../server/lib/siem_migrations/rules/task/util/integration_retriever';
+import type { PrebuiltRulesMapByName } from '../../server/lib/siem_migrations/rules/task/util/prebuilt_rules';
+import type { RuleResourceRetriever } from '../../server/lib/siem_migrations/rules/task/util/rule_resource_retriever';
+
+interface Drawable {
+  drawMermaidPng: () => Promise<Blob>;
+}
+
+const mockLlm = new FakeLLM({
+  response: JSON.stringify({}, null, 2),
+}) as unknown as ActionsClientChatOpenAI | ActionsClientSimpleChatModel;
+
+const inferenceClient = {} as InferenceClient;
+const connectorId = 'draw_graphs';
+const prebuiltRulesMap = {} as PrebuiltRulesMapByName;
+const resourceRetriever = {} as RuleResourceRetriever;
+const integrationRetriever = {} as IntegrationRetriever;
+
+const createLlmInstance = () => {
+  return mockLlm;
+};
+
+async function getAgentGraph(logger: Logger): Promise<Drawable> {
+  const model = createLlmInstance();
+  const graph = getRuleMigrationAgent({
+    model,
+    inferenceClient,
+    prebuiltRulesMap,
+    resourceRetriever,
+    integrationRetriever,
+    connectorId,
+    logger,
+  });
+  return graph.getGraphAsync({ xray: true });
+}
+
+export const drawGraph = async ({
+  getGraphAsync,
+  outputFilename,
+}: {
+  getGraphAsync: (logger: Logger) => Promise<Drawable>;
+  outputFilename: string;
+}) => {
+  const logger = new ToolingLog({
+    level: 'info',
+    writeTo: process.stdout,
+  }) as unknown as Logger;
+  logger.info('Compiling graph');
+  const outputPath = path.join(__dirname, outputFilename);
+  const graph = await getGraphAsync(logger);
+  const output = await graph.drawMermaidPng();
+  const buffer = Buffer.from(await output.arrayBuffer());
+  logger.info(`Writing graph to ${outputPath}`);
+  await fs.writeFile(outputPath, buffer);
+};
+
+export const draw = async () => {
+  await drawGraph({
+    getGraphAsync: getAgentGraph,
+    outputFilename: '../../docs/siem_migration/img/agent_graph.png',
+  });
+};
diff --git a/x-pack/plugins/security_solution/server/lib/siem_migrations/rules/task/agent/graph.test.ts b/x-pack/plugins/security_solution/server/lib/siem_migrations/rules/task/agent/graph.test.ts
new file mode 100644
index 0000000000000..eece827726a33
--- /dev/null
+++ b/x-pack/plugins/security_solution/server/lib/siem_migrations/rules/task/agent/graph.test.ts
@@ -0,0 +1,47 @@
+/*
+ * Copyright Elasticsearch B.V. and/or licensed to Elasticsearch B.V. under one
+ * or more contributor license agreements. Licensed under the Elastic License
+ * 2.0; you may not use this file except in compliance with the Elastic License
+ * 2.0.
+ */
+
+import type { InferenceClient } from '@kbn/inference-plugin/server';
+import type {
+  ActionsClientChatOpenAI,
+  ActionsClientSimpleChatModel,
+} from '@kbn/langchain/server/language_models';
+import { loggerMock } from '@kbn/logging-mocks';
+import { FakeLLM } from '@langchain/core/utils/testing';
+import type { IntegrationRetriever } from '../util/integration_retriever';
+import type { PrebuiltRulesMapByName } from '../util/prebuilt_rules';
+import type { RuleResourceRetriever } from '../util/rule_resource_retriever';
+import { getRuleMigrationAgent } from './graph';
+
+describe('getRuleMigrationAgent', () => {
+  const model = new FakeLLM({
+    response: JSON.stringify({}, null, 2),
+  }) as unknown as ActionsClientChatOpenAI | ActionsClientSimpleChatModel;
+
+  const inferenceClient = {} as InferenceClient;
+  const connectorId = 'draw_graphs';
+  const prebuiltRulesMap = {} as PrebuiltRulesMapByName;
+  const resourceRetriever = {} as RuleResourceRetriever;
+  const integrationRetriever = {} as IntegrationRetriever;
+  const logger = loggerMock.create();
+
+  it('Ensures that the graph compiles', async () => {
+    try {
+      await getRuleMigrationAgent({
+        model,
+        inferenceClient,
+        prebuiltRulesMap,
+        resourceRetriever,
+        integrationRetriever,
+        connectorId,
+        logger,
+      });
+    } catch (error) {
+      throw Error(`getRuleMigrationAgent threw an error: ${error}`);
+    }
+  });
+});
diff --git a/x-pack/plugins/security_solution/server/lib/siem_migrations/rules/task/agent/graph.ts b/x-pack/plugins/security_solution/server/lib/siem_migrations/rules/task/agent/graph.ts
index 078b3ffdcdcb4..4f2d2a74ff611 100644
--- a/x-pack/plugins/security_solution/server/lib/siem_migrations/rules/task/agent/graph.ts
+++ b/x-pack/plugins/security_solution/server/lib/siem_migrations/rules/task/agent/graph.ts
@@ -30,16 +30,16 @@ export function getRuleMigrationAgent({
     logger,
   });
 
-  const translateRuleGraph = new StateGraph(migrateRuleState)
+  const siemMigrationAgentGraph = new StateGraph(migrateRuleState)
     // Nodes
     .addNode('matchPrebuiltRule', matchPrebuiltRuleNode)
-    .addNode('translation', translationSubGraph)
+    .addNode('translationSubGraph', translationSubGraph)
     // Edges
     .addEdge(START, 'matchPrebuiltRule')
     .addConditionalEdges('matchPrebuiltRule', matchedPrebuiltRuleConditional)
-    .addEdge('translation', END);
+    .addEdge('translationSubGraph', END);
 
-  const graph = translateRuleGraph.compile();
+  const graph = siemMigrationAgentGraph.compile();
   graph.name = 'Rule Migration Graph'; // Customizes the name displayed in LangSmith
   return graph;
 }