Automate Complex Enterprise Workflows & AI Agents With Make.

Visual scenario building, native Make AI Agents app, Model Context Protocol (MCP) server integration, advanced JSON data mapping, and execution routers engineered with Make (formerly Integromat), custom HTTP modules, and webhooks.

Build With Make

Why Make for Tools & Dev Environment

Advanced Visual Scenario Builder

Design, visualize, and debug complex multi-step automation paths on an intuitive, node-based drag-and-drop canvas.

Native AI Agents & Multi-Model Orchestration

Build, test, and run autonomous AI agents directly within the scenario canvas, leveraging frontier models with full visibility into reasoning loops.

Model Context Protocol (MCP) Toolboxes

Expose Make scenarios as secure MCP tools to external AI clients (Claude, Cursor, custom agents) or connect external MCP servers directly into your pipelines.

Granular Data Mapping & Array Manipulation

Transform, aggregate, filter, and parse deeply nested JSON payloads and data arrays without writing brittle boilerplate code.

Build With Make

What We Build With
Make

Automation Scenarios

Enterprise-Grade Automation Scenarios

Robust multi-branch workflows synchronizing data seamlessly across CRM, ERP, project management, and developer toolstacks.

Enterprise-Grade Automation Scenarios
AI Agent Workflows

Autonomous AI Agent & Triage Workflows

API Orchestration

Custom Webhook & API Orchestration Hubs

Validation Gates

Human-in-the-Loop (HITL) Validation Gates

Error Recovery

Automated Error Management & Recovery Pipelines

View All

Make Architecture & Automation Expertise at StackDot

In-Canvas Reasoning & Agent Debugging – Tracking step-by-step agent decisions
Advanced Array & Iterator Optimization – Structuring iterators
Secure Credential & Organization Governance – Managing multi-user team permissions
Custom Code & Function Integration – Embedding JavaScript/Python execution.
Webhook Inspector & Payload Diagnostics – Capturing raw request headers
Talk to an Automation Architect

Where Make Fits Best

Complex Multi-App Enterprise Workflow Automation

We deliver tailored digital transformation, custom software, and AI-driven solutions designed specifically for complex multi-app enterprise workflow automation enterprises.

Complex Multi-App Enterprise Workflow Automation
Visual AI Agent Building & Reasoning Inspection

We deliver tailored digital transformation, custom software, and AI-driven solutions designed specifically for visual ai agent building & reasoning inspection enterprises.

Visual AI Agent Building & Reasoning Inspection
Model Context Protocol (MCP) Server & Tool Integration

We deliver tailored digital transformation, custom software, and AI-driven solutions designed specifically for model context protocol (mcp) server & tool integration enterprises.

Model Context Protocol (MCP) Server & Tool Integration
Nested JSON Data Parsing & Array Transformation

We deliver tailored digital transformation, custom software, and AI-driven solutions designed specifically for nested json data parsing & array transformation enterprises.

Nested JSON Data Parsing & Array Transformation
Rapid Prototyping & Custom API Integration

We deliver tailored digital transformation, custom software, and AI-driven solutions designed specifically for rapid prototyping & custom api integration enterprises.

Rapid Prototyping & Custom API Integration
Human-in-the-Loop Operational Workflows

We deliver tailored digital transformation, custom software, and AI-driven solutions designed specifically for human-in-the-loop operational workflows enterprises.

Human-in-the-Loop Operational Workflows

Why StackDot for Make Engineering

Visual-to-Code Integration Mastery

Bridging the speed of visual canvas automation with robust, production-grade backend reliability.

Proactive Operation & Cost FinOps Optimization

Auditing scenario structures, eliminating redundant loops, and streamlining filters to maximize ROI on execution quotas.

Strict Security & Compliance Discipline

Enforcing least-privilege credential access, audit log tracking, and secure data handling standards.

Seamless Ecosystem Alignment

Connecting Make workflows smoothly with GitHub, AWS, Snowflake, Jira, Slack, Salesforce, and modern LLM frameworks.

Ready to Elevate Your Enterprise Operations With Intelligent Make Scenarios and AI Agents?

Automate Complex Enterprise Workflows, Autonomous AI Agents, and Multi-App Ecosystems With Make.