diff --git a/packages/backend/src/apps/twitter/triggers/search-tweets/index.ts b/packages/backend/src/apps/twitter/triggers/search-tweets/index.ts
index 67f4e5a6..2eb450aa 100644
--- a/packages/backend/src/apps/twitter/triggers/search-tweets/index.ts
+++ b/packages/backend/src/apps/twitter/triggers/search-tweets/index.ts
@@ -33,7 +33,6 @@ export default {
   async run($: IGlobalVariable) {
     return await searchTweets($, {
       searchTerm: $.step.parameters.searchTerm as string,
-      lastInternalId: $.flow.lastInternalId,
     });
   },
 
diff --git a/packages/backend/src/apps/twitter/triggers/search-tweets/search-tweets.ts b/packages/backend/src/apps/twitter/triggers/search-tweets/search-tweets.ts
index 1c8125d7..a9d38636 100644
--- a/packages/backend/src/apps/twitter/triggers/search-tweets/search-tweets.ts
+++ b/packages/backend/src/apps/twitter/triggers/search-tweets/search-tweets.ts
@@ -25,7 +25,7 @@ const searchTweets = async (
   do {
     const params: IJSONObject = {
       query: options.searchTerm,
-      since_id: options.lastInternalId,
+      since_id: $.execution.testRun ? null : $.flow.lastInternalId,
       pagination_token: response?.data?.meta?.next_token,
     };
 
@@ -62,7 +62,7 @@ const searchTweets = async (
         tweets.data.push(dataItem);
       });
     }
-  } while (response.data.meta.next_token && options.lastInternalId);
+  } while (response.data.meta.next_token && !$.execution.testRun);
 
   tweets.data.sort((tweet, nextTweet) => {
     return (tweet.raw.id as number) - (nextTweet.raw.id as number);
diff --git a/packages/backend/src/graphql/mutations/execute-flow.ts b/packages/backend/src/graphql/mutations/execute-flow.ts
index 063259af..b35e4a82 100644
--- a/packages/backend/src/graphql/mutations/execute-flow.ts
+++ b/packages/backend/src/graphql/mutations/execute-flow.ts
@@ -1,7 +1,5 @@
 import Context from '../../types/express/context';
-import Processor from '../../services/processor';
-// eslint-disable-next-line @typescript-eslint/no-unused-vars
-import processorQueue from '../../queues/processor';
+import testRun from '../../services/test-run';
 
 type Params = {
   input: {
@@ -14,26 +12,18 @@ const executeFlow = async (
   params: Params,
   context: Context
 ) => {
+  const { stepId } = params.input;
+  const { executionStep } = await testRun({ stepId });
+
   const untilStep = await context.currentUser
     .$relatedQuery('steps')
-    .withGraphFetched('connection')
-    .findOne({
-      'steps.id': params.input.stepId,
-    })
-    .throwIfNotFound();
-
-  const flow = await untilStep.$relatedQuery('flow');
-
-  const executionStep = await new Processor(flow, {
-    untilStep,
-    testRun: true,
-  }).run();
+    .findById(stepId);
 
   await untilStep.$query().patch({
     status: 'completed',
   });
 
-  if (executionStep.errorDetails) {
+  if (executionStep.isFailed) {
     throw new Error(JSON.stringify(executionStep.errorDetails));
   }
 
diff --git a/packages/backend/src/graphql/mutations/update-flow-status.ts b/packages/backend/src/graphql/mutations/update-flow-status.ts
index 97e6a69e..a81b31e0 100644
--- a/packages/backend/src/graphql/mutations/update-flow-status.ts
+++ b/packages/backend/src/graphql/mutations/update-flow-status.ts
@@ -1,5 +1,5 @@
 import Context from '../../types/express/context';
-import processorQueue from '../../queues/processor';
+import flowQueue from '../../queues/flow';
 
 type Params = {
   input: {
@@ -8,7 +8,7 @@ type Params = {
   };
 };
 
-const JOB_NAME = 'processorJob';
+const JOB_NAME = 'flow';
 const EVERY_15_MINUTES_CRON = '*/15 * * * *';
 
 const updateFlowStatus = async (
@@ -32,7 +32,7 @@ const updateFlowStatus = async (
   });
 
   const triggerStep = await flow.getTriggerStep();
-  const trigger = await triggerStep.getTrigger();
+  const trigger = await triggerStep.getTriggerCommand();
   const interval = trigger.getInterval?.(triggerStep.parameters);
   const repeatOptions = {
     cron: interval || EVERY_15_MINUTES_CRON,
@@ -43,8 +43,10 @@ const updateFlowStatus = async (
       published_at: new Date().toISOString(),
     });
 
-    await processorQueue.add(
-      JOB_NAME,
+    const jobName = `${JOB_NAME}-${flow.id}`;
+
+    await flowQueue.add(
+      jobName,
       { flowId: flow.id },
       {
         repeat: repeatOptions,
@@ -52,10 +54,10 @@ const updateFlowStatus = async (
       }
     );
   } else {
-    const repeatableJobs = await processorQueue.getRepeatableJobs();
+    const repeatableJobs = await flowQueue.getRepeatableJobs();
     const job = repeatableJobs.find((job) => job.id === flow.id);
 
-    await processorQueue.removeRepeatableByKey(job.key);
+    await flowQueue.removeRepeatableByKey(job.key);
   }
 
   return flow;
diff --git a/packages/backend/src/helpers/compute-parameters.ts b/packages/backend/src/helpers/compute-parameters.ts
new file mode 100644
index 00000000..c37328bd
--- /dev/null
+++ b/packages/backend/src/helpers/compute-parameters.ts
@@ -0,0 +1,43 @@
+import Step from '../models/step';
+import ExecutionStep from '../models/execution-step';
+import get from 'lodash.get';
+
+const variableRegExp = /({{step\.[\da-zA-Z-]+(?:\.[\da-zA-Z-]+)+}})/g;
+
+export default function computeParameters(
+  parameters: Step['parameters'],
+  executionSteps: ExecutionStep[]
+): Step['parameters'] {
+  const entries = Object.entries(parameters);
+  return entries.reduce((result, [key, value]: [string, unknown]) => {
+    if (typeof value === 'string') {
+      const parts = value.split(variableRegExp);
+
+      const computedValue = parts
+        .map((part: string) => {
+          const isVariable = part.match(variableRegExp);
+          if (isVariable) {
+            const stepIdAndKeyPath = part.replace(/{{step.|}}/g, '') as string;
+            const [stepId, ...keyPaths] = stepIdAndKeyPath.split('.');
+            const keyPath = keyPaths.join('.');
+            const executionStep = executionSteps.find((executionStep) => {
+              return executionStep.stepId === stepId;
+            });
+            const data = executionStep?.dataOut;
+            const dataValue = get(data, keyPath);
+            return dataValue;
+          }
+
+          return part;
+        })
+        .join('');
+
+      return {
+        ...result,
+        [key]: computedValue,
+      };
+    }
+
+    return result;
+  }, {});
+}
diff --git a/packages/backend/src/helpers/create-bull-board-handler.ts b/packages/backend/src/helpers/create-bull-board-handler.ts
index 7525aaa9..c74199e7 100644
--- a/packages/backend/src/helpers/create-bull-board-handler.ts
+++ b/packages/backend/src/helpers/create-bull-board-handler.ts
@@ -1,13 +1,19 @@
 import { ExpressAdapter } from '@bull-board/express';
 import { createBullBoard } from '@bull-board/api';
 import { BullMQAdapter } from '@bull-board/api/bullMQAdapter';
-import processorQueue from '../queues/processor';
+import flowQueue from '../queues/flow';
+import triggerQueue from '../queues/trigger';
+import actionQueue from '../queues/action';
 
 const serverAdapter = new ExpressAdapter();
 
 const createBullBoardHandler = async (serverAdapter: ExpressAdapter) => {
   createBullBoard({
-    queues: [new BullMQAdapter(processorQueue)],
+    queues: [
+      new BullMQAdapter(flowQueue),
+      new BullMQAdapter(triggerQueue),
+      new BullMQAdapter(actionQueue),
+    ],
     serverAdapter: serverAdapter,
   });
 };
diff --git a/packages/backend/src/helpers/global-variable.ts b/packages/backend/src/helpers/global-variable.ts
index 7077d914..e30d212e 100644
--- a/packages/backend/src/helpers/global-variable.ts
+++ b/packages/backend/src/helpers/global-variable.ts
@@ -2,6 +2,7 @@ import createHttpClient from './http-client';
 import Connection from '../models/connection';
 import Flow from '../models/flow';
 import Step from '../models/step';
+import Execution from '../models/execution';
 import { IJSONObject, IApp, IGlobalVariable } from '@automatisch/types';
 
 type GlobalVariableOptions = {
@@ -9,16 +10,21 @@ type GlobalVariableOptions = {
   app: IApp;
   flow?: Flow;
   step?: Step;
+  execution?: Execution;
+  testRun?: boolean;
 };
 
 const globalVariable = async (
   options: GlobalVariableOptions
 ): Promise<IGlobalVariable> => {
-  const { connection, app, flow, step } = options;
+  const { connection, app, flow, step, execution, testRun = false } = options;
 
   const lastInternalId = await flow?.lastInternalId();
 
-  return {
+  const trigger = await step?.getTriggerCommand();
+  const nextStep = await step?.getNextStep();
+
+  const variable: IGlobalVariable = {
     auth: {
       set: async (args: IJSONObject) => {
         if (connection) {
@@ -37,12 +43,36 @@ const globalVariable = async (
     app: app,
     http: createHttpClient({ baseURL: app.baseUrl }),
     flow: {
+      id: flow?.id,
       lastInternalId,
     },
     step: {
+      id: step?.id,
+      appKey: step?.appKey,
       parameters: step?.parameters || {},
     },
+    nextStep: {
+      id: nextStep?.id,
+      appKey: nextStep?.appKey,
+      parameters: nextStep?.parameters || {},
+    },
+    execution: {
+      id: execution?.id,
+      testRun,
+    },
   };
+
+  if (trigger && trigger.dedupeStrategy === 'unique') {
+    const lastInternalIds = await flow?.lastInternalIds();
+
+    const isAlreadyProcessed = (internalId: string) => {
+      return lastInternalIds?.includes(internalId);
+    };
+
+    variable.flow.isAlreadyProcessed = isAlreadyProcessed;
+  }
+
+  return variable;
 };
 
 export default globalVariable;
diff --git a/packages/backend/src/models/execution-step.ts b/packages/backend/src/models/execution-step.ts
index 2d01e7fb..e063d344 100644
--- a/packages/backend/src/models/execution-step.ts
+++ b/packages/backend/src/models/execution-step.ts
@@ -50,6 +50,10 @@ class ExecutionStep extends Base {
     },
   });
 
+  get isFailed() {
+    return this.status === 'failure';
+  }
+
   async $afterInsert(queryContext: QueryContext) {
     await super.$afterInsert(queryContext);
     Telemetry.executionStepCreated(this);
diff --git a/packages/backend/src/models/flow.ts b/packages/backend/src/models/flow.ts
index db536431..fea848e1 100644
--- a/packages/backend/src/models/flow.ts
+++ b/packages/backend/src/models/flow.ts
@@ -12,6 +12,7 @@ class Flow extends Base {
   active: boolean;
   steps: Step[];
   published_at: string;
+  executions?: Execution[];
 
   static tableName = 'flows';
 
@@ -57,6 +58,15 @@ class Flow extends Base {
     return lastExecution ? (lastExecution as Execution).internalId : null;
   }
 
+  async lastInternalIds(itemCount = 50) {
+    const lastExecutions = await this.$relatedQuery('executions')
+      .select('internal_id')
+      .orderBy('created_at', 'desc')
+      .limit(itemCount);
+
+    return lastExecutions.map((execution) => execution.internalId);
+  }
+
   async $beforeUpdate(
     opt: ModelOptions,
     queryContext: QueryContext
diff --git a/packages/backend/src/models/step.ts b/packages/backend/src/models/step.ts
index b69f3d20..1885c7ad 100644
--- a/packages/backend/src/models/step.ts
+++ b/packages/backend/src/models/step.ts
@@ -92,16 +92,43 @@ class Step extends Base {
     return this.type === 'trigger';
   }
 
-  async getTrigger() {
-    if (!this.isTrigger) return null;
+  get isAction(): boolean {
+    return this.type === 'action';
+  }
 
-    const { appKey, key } = this;
+  async getApp() {
+    if (!this.appKey) return null;
+
+    return await App.findOneByKey(this.appKey);
+  }
+
+  async getNextStep() {
+    const flow = await this.$relatedQuery('flow');
+
+    return await flow
+      .$relatedQuery('steps')
+      .findOne({ position: this.position + 1 });
+  }
+
+  async getTriggerCommand() {
+    const { appKey, key, isTrigger } = this;
+    if (!isTrigger || !appKey || !key) return null;
 
     const app = await App.findOneByKey(appKey);
     const command = app.triggers.find((trigger) => trigger.key === key);
 
     return command;
   }
+
+  async getActionCommand() {
+    const { appKey, key, isAction } = this;
+    if (!isAction || !appKey || !key) return null;
+
+    const app = await App.findOneByKey(appKey);
+    const command = app.actions.find((action) => action.key === key);
+
+    return command;
+  }
 }
 
 export default Step;
diff --git a/packages/backend/src/queues/action.ts b/packages/backend/src/queues/action.ts
new file mode 100644
index 00000000..44d8b023
--- /dev/null
+++ b/packages/backend/src/queues/action.ts
@@ -0,0 +1,25 @@
+import process from 'process';
+import { Queue } from 'bullmq';
+import redisConfig from '../config/redis';
+import logger from '../helpers/logger';
+
+const CONNECTION_REFUSED = 'ECONNREFUSED';
+
+const redisConnection = {
+  connection: redisConfig,
+};
+
+const actionQueue = new Queue('action', redisConnection);
+
+process.on('SIGTERM', async () => {
+  await actionQueue.close();
+});
+
+actionQueue.on('error', (err) => {
+  if ((err as any).code === CONNECTION_REFUSED) {
+    logger.error('Make sure you have installed Redis and it is running.', err);
+    process.exit();
+  }
+});
+
+export default actionQueue;
diff --git a/packages/backend/src/queues/processor.ts b/packages/backend/src/queues/flow.ts
similarity index 70%
rename from packages/backend/src/queues/processor.ts
rename to packages/backend/src/queues/flow.ts
index b9b13c37..9353d72e 100644
--- a/packages/backend/src/queues/processor.ts
+++ b/packages/backend/src/queues/flow.ts
@@ -9,18 +9,18 @@ const redisConnection = {
   connection: redisConfig,
 };
 
-const processorQueue = new Queue('processor', redisConnection);
-const queueScheduler = new QueueScheduler('processor', redisConnection);
+const flowQueue = new Queue('flow', redisConnection);
+const queueScheduler = new QueueScheduler('flow', redisConnection);
 
 process.on('SIGTERM', async () => {
   await queueScheduler.close();
 });
 
-processorQueue.on('error', (err) => {
+flowQueue.on('error', (err) => {
   if ((err as any).code === CONNECTION_REFUSED) {
     logger.error('Make sure you have installed Redis and it is running.', err);
     process.exit();
   }
 });
 
-export default processorQueue;
+export default flowQueue;
diff --git a/packages/backend/src/queues/trigger.ts b/packages/backend/src/queues/trigger.ts
new file mode 100644
index 00000000..4535deb1
--- /dev/null
+++ b/packages/backend/src/queues/trigger.ts
@@ -0,0 +1,25 @@
+import process from 'process';
+import { Queue } from 'bullmq';
+import redisConfig from '../config/redis';
+import logger from '../helpers/logger';
+
+const CONNECTION_REFUSED = 'ECONNREFUSED';
+
+const redisConnection = {
+  connection: redisConfig,
+};
+
+const triggerQueue = new Queue('trigger', redisConnection);
+
+process.on('SIGTERM', async () => {
+  await triggerQueue.close();
+});
+
+triggerQueue.on('error', (err) => {
+  if ((err as any).code === CONNECTION_REFUSED) {
+    logger.error('Make sure you have installed Redis and it is running.', err);
+    process.exit();
+  }
+});
+
+export default triggerQueue;
diff --git a/packages/backend/src/services/action.ts b/packages/backend/src/services/action.ts
new file mode 100644
index 00000000..bbac7990
--- /dev/null
+++ b/packages/backend/src/services/action.ts
@@ -0,0 +1,55 @@
+import Step from '../models/step';
+import Flow from '../models/flow';
+import Execution from '../models/execution';
+import ExecutionStep from '../models/execution-step';
+import computeParameters from '../helpers/compute-parameters';
+import globalVariable from '../helpers/global-variable';
+
+type ProcessActionOptions = {
+  flowId: string;
+  executionId: string;
+  stepId: string;
+};
+
+export const processAction = async (options: ProcessActionOptions) => {
+  const { flowId, stepId, executionId } = options;
+
+  const step = await Step.query().findById(stepId).throwIfNotFound();
+  const execution = await Execution.query()
+    .findById(executionId)
+    .throwIfNotFound();
+
+  const $ = await globalVariable({
+    flow: await Flow.query().findById(flowId).throwIfNotFound(),
+    app: await step.getApp(),
+    step: step,
+    connection: await step.$relatedQuery('connection'),
+    execution: execution,
+  });
+
+  const priorExecutionSteps = await ExecutionStep.query().where({
+    execution_id: $.execution.id,
+  });
+
+  const computedParameters = computeParameters(
+    $.step.parameters,
+    priorExecutionSteps
+  );
+
+  const actionCommand = await step.getActionCommand();
+
+  $.step.parameters = computedParameters;
+  const actionOutput = await actionCommand.run($);
+
+  const executionStep = await execution
+    .$relatedQuery('executionSteps')
+    .insertAndFetch({
+      stepId: $.step.id,
+      status: actionOutput.error ? 'failure' : 'success',
+      dataIn: computedParameters,
+      dataOut: actionOutput.error ? null : actionOutput.data.raw,
+      errorDetails: actionOutput.error,
+    });
+
+  return { flowId, stepId, executionId, executionStep };
+};
diff --git a/packages/backend/src/services/flow.ts b/packages/backend/src/services/flow.ts
new file mode 100644
index 00000000..c11473a2
--- /dev/null
+++ b/packages/backend/src/services/flow.ts
@@ -0,0 +1,24 @@
+import Flow from '../models/flow';
+import globalVariable from '../helpers/global-variable';
+
+type ProcessFlowOptions = {
+  flowId: string;
+  testRun?: boolean;
+};
+
+export const processFlow = async (options: ProcessFlowOptions) => {
+  const flow = await Flow.query().findById(options.flowId).throwIfNotFound();
+
+  const triggerStep = await flow.getTriggerStep();
+  const triggerCommand = await triggerStep.getTriggerCommand();
+
+  const $ = await globalVariable({
+    flow,
+    connection: await triggerStep.$relatedQuery('connection'),
+    app: await triggerStep.getApp(),
+    step: triggerStep,
+    testRun: options.testRun,
+  });
+
+  return await triggerCommand.run($);
+};
diff --git a/packages/backend/src/services/processor.ts b/packages/backend/src/services/processor.ts
deleted file mode 100644
index 0656cceb..00000000
--- a/packages/backend/src/services/processor.ts
+++ /dev/null
@@ -1,227 +0,0 @@
-import get from 'lodash.get';
-import { IActionOutput } from '@automatisch/types';
-
-import App from '../models/app';
-import Flow from '../models/flow';
-import Step from '../models/step';
-import Execution from '../models/execution';
-import ExecutionStep from '../models/execution-step';
-import globalVariable from '../helpers/global-variable';
-
-type ExecutionSteps = Record<string, ExecutionStep>;
-
-type ProcessorOptions = {
-  untilStep?: Step;
-  testRun?: boolean;
-};
-
-class Processor {
-  flow: Flow;
-  untilStep?: Step;
-  testRun?: boolean;
-
-  static variableRegExp = /({{step\.[\da-zA-Z-]+(?:\.[\da-zA-Z-]+)+}})/g;
-
-  constructor(flow: Flow, processorOptions: ProcessorOptions) {
-    this.flow = flow;
-    this.untilStep = processorOptions.untilStep;
-    this.testRun = processorOptions.testRun;
-  }
-
-  async run() {
-    const steps = await this.flow
-      .$relatedQuery('steps')
-      .withGraphFetched('connection')
-      .orderBy('position', 'asc');
-
-    const triggerStep = steps.find((step) => step.type === 'trigger');
-    // eslint-disable-next-line @typescript-eslint/no-non-null-assertion
-    const initialTriggerData = await this.getInitialTriggerData(triggerStep!);
-
-    if (!initialTriggerData.error && initialTriggerData.data.length === 0) {
-      const lastInternalId = await this.flow.lastInternalId();
-
-      const executionData: Partial<Execution> = {
-        flowId: this.flow.id,
-        testRun: this.testRun,
-      };
-
-      if (lastInternalId) {
-        executionData.internalId = lastInternalId;
-      }
-
-      await Execution.query().insert(executionData);
-
-      return;
-    }
-
-    if (this.testRun && initialTriggerData.data.length > 0) {
-      initialTriggerData.data = [initialTriggerData.data[0]];
-    }
-
-    const executions: Execution[] = [];
-
-    for await (const data of initialTriggerData.data) {
-      const execution = await Execution.query().insert({
-        flowId: this.flow.id,
-        testRun: this.testRun,
-        internalId: data.meta.internalId as string,
-      });
-
-      executions.push(execution);
-
-      let previousExecutionStep: ExecutionStep;
-      const priorExecutionSteps: ExecutionSteps = {};
-
-      let fetchedActionData: IActionOutput = {
-        data: null,
-      };
-
-      for await (const step of steps) {
-        if (!step.appKey) continue;
-
-        const { appKey, key, type, parameters: rawParameters = {}, id } = step;
-
-        const isTrigger = type === 'trigger';
-        const app = await App.findOneByKey(appKey);
-
-        const computedParameters = Processor.computeParameters(
-          rawParameters,
-          priorExecutionSteps
-        );
-
-        const clonedStep = Object.assign({}, step);
-        clonedStep.parameters = computedParameters;
-
-        const $ = await globalVariable({
-          connection: step.connection,
-          app,
-          flow: this.flow,
-          step: clonedStep,
-        });
-
-        if (!isTrigger && key) {
-          const command = app.actions.find((action) => action.key === key);
-          fetchedActionData = await command.run($);
-        }
-
-        if (!isTrigger && fetchedActionData.error) {
-          await execution.$relatedQuery('executionSteps').insertAndFetch({
-            stepId: id,
-            status: 'failure',
-            dataIn: null,
-            dataOut: computedParameters,
-            errorDetails: fetchedActionData.error,
-          });
-
-          break;
-        }
-
-        previousExecutionStep = await execution
-          .$relatedQuery('executionSteps')
-          .insertAndFetch({
-            stepId: id,
-            status: 'success',
-            dataIn: isTrigger ? rawParameters : computedParameters,
-            dataOut: isTrigger ? data.raw : fetchedActionData.data.raw,
-          });
-
-        priorExecutionSteps[id] = previousExecutionStep;
-
-        if (id === this.untilStep?.id) {
-          break;
-        }
-      }
-    }
-
-    if (initialTriggerData.error) {
-      const executionWithError = await Execution.query().insert({
-        flowId: this.flow.id,
-        testRun: this.testRun,
-      });
-
-      executions.push(executionWithError);
-
-      await executionWithError.$relatedQuery('executionSteps').insertAndFetch({
-        stepId: triggerStep.id,
-        status: 'failure',
-        dataIn: triggerStep.parameters,
-        errorDetails: initialTriggerData.error,
-      });
-    }
-
-    if (!this.testRun) return;
-
-    const lastExecutionStepFromFirstExecution = await executions[0]
-      .$relatedQuery('executionSteps')
-      .orderBy('created_at', 'desc')
-      .first();
-
-    return lastExecutionStepFromFirstExecution;
-  }
-
-  async getInitialTriggerData(step: Step) {
-    if (!step.appKey || !step.key) return null;
-
-    const app = await App.findOneByKey(step.appKey);
-    const $ = await globalVariable({
-      connection: step.connection,
-      app,
-      flow: this.flow,
-      step,
-    });
-
-    const command = app.triggers.find((trigger) => trigger.key === step.key);
-
-    let fetchedData;
-
-    if (this.testRun) {
-      fetchedData = await command.testRun($);
-    } else {
-      fetchedData = await command.run($);
-    }
-
-    return fetchedData;
-  }
-
-  static computeParameters(
-    parameters: Step['parameters'],
-    executionSteps: ExecutionSteps
-  ): Step['parameters'] {
-    const entries = Object.entries(parameters);
-    return entries.reduce((result, [key, value]: [string, unknown]) => {
-      if (typeof value === 'string') {
-        const parts = value.split(Processor.variableRegExp);
-
-        const computedValue = parts
-          .map((part: string) => {
-            const isVariable = part.match(Processor.variableRegExp);
-            if (isVariable) {
-              const stepIdAndKeyPath = part.replace(
-                /{{step.|}}/g,
-                ''
-              ) as string;
-              const [stepId, ...keyPaths] = stepIdAndKeyPath.split('.');
-              const keyPath = keyPaths.join('.');
-              const executionStep = executionSteps[stepId.toString() as string];
-              const data = executionStep?.dataOut;
-              const dataValue = get(data, keyPath);
-              return dataValue;
-            }
-
-            return part;
-          })
-          .join('');
-
-        return {
-          ...result,
-          [key]: computedValue,
-        };
-      }
-
-      return result;
-    }, {});
-  }
-}
-
-export default Processor;
diff --git a/packages/backend/src/services/test-run.ts b/packages/backend/src/services/test-run.ts
new file mode 100644
index 00000000..950aecc3
--- /dev/null
+++ b/packages/backend/src/services/test-run.ts
@@ -0,0 +1,65 @@
+import Step from '../models/step';
+import { processFlow } from '../services/flow';
+import { processTrigger } from '../services/trigger';
+import { processAction } from '../services/action';
+
+type TestRunOptions = {
+  stepId: string;
+};
+
+const testRun = async (options: TestRunOptions) => {
+  const untilStep = await Step.query()
+    .findById(options.stepId)
+    .throwIfNotFound();
+
+  const flow = await untilStep.$relatedQuery('flow');
+  const [triggerStep, ...actionSteps] = await flow
+    .$relatedQuery('steps')
+    .withGraphFetched('connection')
+    .orderBy('position', 'asc');
+
+  const { data, error: triggerError } = await processFlow({
+    flowId: flow.id,
+    testRun: true,
+  });
+
+  if (triggerError) {
+    const { executionStep: triggerExecutionStepWithError } =
+      await processTrigger({
+        flowId: flow.id,
+        stepId: triggerStep.id,
+        error: triggerError,
+        testRun: true,
+      });
+
+    return { executionStep: triggerExecutionStepWithError };
+  }
+
+  const firstTriggerDataItem = data[0];
+
+  const { executionId, executionStep: triggerExecutionStep } =
+    await processTrigger({
+      flowId: flow.id,
+      stepId: triggerStep.id,
+      triggerDataItem: firstTriggerDataItem,
+      testRun: true,
+    });
+
+  if (triggerStep.id === untilStep.id) {
+    return { executionStep: triggerExecutionStep };
+  }
+
+  for (const actionStep of actionSteps) {
+    const { executionStep: actionExecutionStep } = await processAction({
+      flowId: flow.id,
+      stepId: actionStep.id,
+      executionId,
+    });
+
+    if (actionStep.id === untilStep.id || actionExecutionStep.isFailed) {
+      return { executionStep: actionExecutionStep };
+    }
+  }
+};
+
+export default testRun;
diff --git a/packages/backend/src/services/trigger.ts b/packages/backend/src/services/trigger.ts
new file mode 100644
index 00000000..5bf92185
--- /dev/null
+++ b/packages/backend/src/services/trigger.ts
@@ -0,0 +1,46 @@
+import { IJSONObject, ITriggerDataItem } from '@automatisch/types';
+import Step from '../models/step';
+import Flow from '../models/flow';
+import Execution from '../models/execution';
+import globalVariable from '../helpers/global-variable';
+
+type ProcessTriggerOptions = {
+  flowId: string;
+  stepId: string;
+  triggerDataItem?: ITriggerDataItem;
+  error?: IJSONObject;
+  testRun?: boolean;
+};
+
+export const processTrigger = async (options: ProcessTriggerOptions) => {
+  const { flowId, stepId, triggerDataItem, error, testRun } = options;
+
+  const step = await Step.query().findById(stepId).throwIfNotFound();
+
+  const $ = await globalVariable({
+    flow: await Flow.query().findById(flowId).throwIfNotFound(),
+    app: await step.getApp(),
+    step: step,
+    connection: await step.$relatedQuery('connection'),
+  });
+
+  // check if we already process this trigger data item or not!
+
+  const execution = await Execution.query().insert({
+    flowId: $.flow.id,
+    testRun,
+    internalId: triggerDataItem?.meta.internalId,
+  });
+
+  const executionStep = await execution
+    .$relatedQuery('executionSteps')
+    .insertAndFetch({
+      stepId: $.step.id,
+      status: error ? 'failure' : 'success',
+      dataIn: $.step.parameters,
+      dataOut: !error ? triggerDataItem.raw : null,
+      errorDetails: error,
+    });
+
+  return { flowId, stepId, executionId: execution.id, executionStep };
+};
diff --git a/packages/backend/src/worker.ts b/packages/backend/src/worker.ts
index 242562f0..a69b069b 100644
--- a/packages/backend/src/worker.ts
+++ b/packages/backend/src/worker.ts
@@ -1,5 +1,7 @@
 import './config/orm';
-export { worker } from './workers/processor';
+import './workers/flow';
+import './workers/trigger';
+import './workers/action';
 import telemetry from './helpers/telemetry';
 
 telemetry.setServiceType('worker');
diff --git a/packages/backend/src/workers/action.ts b/packages/backend/src/workers/action.ts
new file mode 100644
index 00000000..75d9bd86
--- /dev/null
+++ b/packages/backend/src/workers/action.ts
@@ -0,0 +1,51 @@
+import { Worker } from 'bullmq';
+import redisConfig from '../config/redis';
+import logger from '../helpers/logger';
+import Step from '../models/step';
+import actionQueue from '../queues/action';
+import { processAction } from '../services/action';
+
+type JobData = {
+  flowId: string;
+  executionId: string;
+  stepId: string;
+};
+
+export const worker = new Worker(
+  'action',
+  async (job) => {
+    const { stepId, flowId, executionId } = await processAction(
+      job.data as JobData
+    );
+
+    const step = await Step.query().findById(stepId).throwIfNotFound();
+    const nextStep = await step.getNextStep();
+
+    if (!nextStep) return;
+
+    const jobName = `${executionId}-${nextStep.id}`;
+
+    const jobPayload = {
+      flowId,
+      executionId,
+      stepId: nextStep.id,
+    };
+
+    await actionQueue.add(jobName, jobPayload);
+  },
+  { connection: redisConfig }
+);
+
+worker.on('completed', (job) => {
+  logger.info(`JOB ID: ${job.id} - FLOW ID: ${job.data.flowId} has started!`);
+});
+
+worker.on('failed', (job, err) => {
+  logger.info(
+    `JOB ID: ${job.id} - FLOW ID: ${job.data.flowId} has failed22 to start with ${err.message}`
+  );
+});
+
+process.on('SIGTERM', async () => {
+  await worker.close();
+});
diff --git a/packages/backend/src/workers/flow.ts b/packages/backend/src/workers/flow.ts
new file mode 100644
index 00000000..917583cf
--- /dev/null
+++ b/packages/backend/src/workers/flow.ts
@@ -0,0 +1,57 @@
+import { Worker } from 'bullmq';
+import redisConfig from '../config/redis';
+import logger from '../helpers/logger';
+import triggerQueue from '../queues/trigger';
+import { processFlow } from '../services/flow';
+import Flow from '../models/flow';
+
+export const worker = new Worker(
+  'flow',
+  async (job) => {
+    const { flowId } = job.data;
+
+    const flow = await Flow.query().findById(flowId).throwIfNotFound();
+    const triggerStep = await flow.getTriggerStep();
+
+    const { data, error } = await processFlow({ flowId });
+
+    for (const triggerDataItem of data) {
+      const jobName = `${triggerStep.id}-${triggerDataItem.meta.internalId}`;
+
+      const jobPayload = {
+        flowId,
+        stepId: triggerStep.id,
+        triggerDataItem,
+      };
+
+      await triggerQueue.add(jobName, jobPayload);
+    }
+
+    if (error) {
+      const jobName = `${triggerStep.id}-error`;
+
+      const jobPayload = {
+        flowId,
+        stepId: triggerStep.id,
+        error,
+      };
+
+      await triggerQueue.add(jobName, jobPayload);
+    }
+  },
+  { connection: redisConfig }
+);
+
+worker.on('completed', (job) => {
+  logger.info(`JOB ID: ${job.id} - FLOW ID: ${job.data.flowId} has started!`);
+});
+
+worker.on('failed', (job, err) => {
+  logger.info(
+    `JOB ID: ${job.id} - FLOW ID: ${job.data.flowId} has failed to start with ${err.message}`
+  );
+});
+
+process.on('SIGTERM', async () => {
+  await worker.close();
+});
diff --git a/packages/backend/src/workers/processor.ts b/packages/backend/src/workers/processor.ts
deleted file mode 100644
index 17c24e52..00000000
--- a/packages/backend/src/workers/processor.ts
+++ /dev/null
@@ -1,30 +0,0 @@
-import { Worker } from 'bullmq';
-import Processor from '../services/processor';
-import redisConfig from '../config/redis';
-import Flow from '../models/flow';
-import logger from '../helpers/logger';
-
-export const worker = new Worker(
-  'processor',
-  async (job) => {
-    const flow = await Flow.query().findById(job.data.flowId).throwIfNotFound();
-    const data = await new Processor(flow, { testRun: false }).run();
-
-    return data;
-  },
-  { connection: redisConfig }
-);
-
-worker.on('completed', (job) => {
-  logger.info(`JOB ID: ${job.id} - FLOW ID: ${job.data.flowId} has completed!`);
-});
-
-worker.on('failed', (job, err) => {
-  logger.info(
-    `JOB ID: ${job.id} - FLOW ID: ${job.data.flowId} has failed with ${err.message}`
-  );
-});
-
-process.on('SIGTERM', async () => {
-  await worker.close();
-});
diff --git a/packages/backend/src/workers/trigger.ts b/packages/backend/src/workers/trigger.ts
new file mode 100644
index 00000000..f82f568d
--- /dev/null
+++ b/packages/backend/src/workers/trigger.ts
@@ -0,0 +1,52 @@
+import { Worker } from 'bullmq';
+import redisConfig from '../config/redis';
+import logger from '../helpers/logger';
+import { IJSONObject, ITriggerDataItem } from '@automatisch/types';
+import actionQueue from '../queues/action';
+import Step from '../models/step';
+import { processTrigger } from '../services/trigger';
+
+type JobData = {
+  flowId: string;
+  stepId: string;
+  triggerDataItem?: ITriggerDataItem;
+  error?: IJSONObject;
+};
+
+export const worker = new Worker(
+  'trigger',
+  async (job) => {
+    const { flowId, executionId, stepId, executionStep } = await processTrigger(
+      job.data as JobData
+    );
+
+    if (executionStep.isFailed) return;
+
+    const step = await Step.query().findById(stepId).throwIfNotFound();
+    const nextStep = await step.getNextStep();
+    const jobName = `${executionId}-${nextStep.id}`;
+
+    const jobPayload = {
+      flowId,
+      executionId,
+      stepId: nextStep.id,
+    };
+
+    await actionQueue.add(jobName, jobPayload);
+  },
+  { connection: redisConfig }
+);
+
+worker.on('completed', (job) => {
+  logger.info(`JOB ID: ${job.id} - FLOW ID: ${job.data.flowId} has started!`);
+});
+
+worker.on('failed', (job, err) => {
+  logger.info(
+    `JOB ID: ${job.id} - FLOW ID: ${job.data.flowId} has failed to start with ${err.message}`
+  );
+});
+
+process.on('SIGTERM', async () => {
+  await worker.close();
+});
diff --git a/packages/types/index.d.ts b/packages/types/index.d.ts
index 8925fa8d..61452076 100644
--- a/packages/types/index.d.ts
+++ b/packages/types/index.d.ts
@@ -204,6 +204,7 @@ export interface ITrigger {
   key: string;
   pollInterval: number;
   description: string;
+  dedupeStrategy: 'greatest' | 'unique' | 'last';
   substeps: ISubstep[];
   getInterval(parameters: IGlobalVariable['step']['parameters']): string;
   run($: IGlobalVariable): Promise<ITriggerOutput>;
@@ -252,12 +253,26 @@ export type IGlobalVariable = {
   };
   app: IApp;
   http: IHttpClient;
-  flow: {
+  flow?: {
+    id: string;
     lastInternalId: string;
+    isAlreadyProcessed?: (internalId: string) => boolean;
   };
-  step: {
+  step?: {
+    id: string;
+    appKey: string;
     parameters: IJSONObject;
   };
+  nextStep?: {
+    id: string;
+    appKey: string;
+    parameters: IJSONObject;
+  };
+  execution?: {
+    id: string;
+    testRun: boolean;
+  }
+  process?: (triggerDataItem: ITriggerDataItem) => Promise<void>;
 };
 
 declare module 'axios' {