Agentic AI Workflow Builder

Build Agents Visually

Drag blocks. Wire logic. Run autonomous workflows.

Capabilities

Everything You Need to Design Agentic Workflows

The Agentic AI Workflow Builder is a full studio: block library, canvas, execution engine, telemetry, and persistence — all in the browser.

Drag-and-Drop Canvas

Place any block onto the canvas, wire inputs to outputs, and watch the execution engine resolve dependencies automatically.

Sample Workflows

Load pre-built examples to learn patterns, jumpstart development, or demo capabilities in minutes.

Live Simulation

Run a simulation without external calls. The engine lights each node in sequence so you can verify logic before going live.

Real Execution

POST the graph to the sQuark relay. The backend drives the MesonX AWS LLM gateway and returns results, telemetry, and model metadata.

Inspector and Config

Click any block to inspect and edit its configuration: model family, temperature, system prompt, variable names, SLA rules, and more.

Persistent State

Save and restore workflows from local storage. Rename blocks, reorganize the graph, and resume where you left off.

Block Library

Typed Blocks for Every Stage

Sixteen block types cover the full agentic lifecycle: inputs, reasoning, memory, tools, safety, and output.

Inputs

  • Text Input
  • Trigger (Gmail, Drive, Calendar, WhatsApp, LinkedIn)

Agents

  • LLM Agent
  • Multi-Agent Router
  • Task Decomposition
  • Prompt Template

Memory & Context

  • Context Store
  • Memory
  • Semantic Branch
  • Reflection Loop

Tools & Integrations

  • Tool
  • MCP
  • Connector
  • Webhook

Safety

  • Human-in-the-Loop
  • Guardrail

Output

  • Output

Execution Model

Simulate First, Execute Second

Simulation

Walk the graph in dependency order without calling external services. Each node lights up as it executes, and the engine produces a synthetic result for review.

Live Execution

POST the workflow to the sQuark backend. The relay drives the MesonX AWS LLM gateway, executes tools, and returns structured output with execution telemetry.

Telemetry

Inspect execution_id, model, provider, nodes executed, duration, and per-node status. Debug fast, iterate faster.

Use Cases

From Prototype to Production

Prompt Engineering

Chain prompt templates, LLM agents, and reflection loops into a repeatable reasoning pipeline you can version and share.

Multi-Agent Orchestration

Route tasks across specialized agents with a router node, then merge outputs through a final agent or output block.

Human-in-the-Loop

Insert approval gates, collect feedback, and resume execution — perfect for regulated environments and high-stakes decisions.

Learn More

Explore the Full Platform

sQuark Flow

Start with the lightweight visual workflow builder for app-to-app automations with the sQuark Bot.

Explore Agentic AI →

Seven SEAS Framework

The workflow builder is one application of the Seven SEAS architecture framework. Explore the seven pillars for dependable enterprise AI.

Explore the 7 Pillars →