We Built Our Own Agentic Workflow Platform -Then Automated Our Clients' Operations With It

Agent Flow is Madgical’s proprietary AI workflow builder. It orchestrates intelligent agents that reason, validate, and decide — transforming manual bottlenecks into autonomous systems with a full audit trail.

Trusted by founders, CTOs, and engineering leaders worldwide

Your Operations Run on WhatsApp, Spreadsheets, and Gut Instinct

Traditional automation connects apps. Agent Flow connects thinking. Every node is an AI agent that reasons, validates, and decides — not just passes data.

Manual Processing

Invoices, gate passes, and compliance checks sit in someone's inbox - costing hours every day.

No Audit Trail

When GST mismatch or customs dispute arises, no record shows who decided what when.

Tools Insufficient

Tools like n8n and Make connect apps, but cannot reason, flag compliance exceptions, route decisions.

See Agent Flow in Action

This same platform runs our GST ITC exception workflows, container gate-in orchestration, and vendor lookup automation — in production today.

How Agent Flow Works

Design on a visual canvas. Connect to your existing systems. Deploy with enterprise governance built in — not added later.

Design Visually

Drag AI agent nodes onto a canvas. Choose triggers, document readers, AI review steps, routers, and filters. Configure logic without writing code.

Connect to What You Have

API/webhook, database query, or file-based input. Works with any ERP, TMS, GST portal, or email inbox without replacing existing systems.

Deploy with Governance

Every agent decision is logged with timestamp and outcome. Role-based access and policy engine enforce rules no agent can bypass.

What We've Already Automated

Every workflow below is live in Agent Flow today — not a proof of concept, not a mock-up.

 Finance 

GST ITC Exception Handler

Compliance / Shared Services

Real-time mismatch flagging vs weekly batch review

 Finance 

Invoice Upload Triage

Finance Operations

2–3 hrs manual → under 2 minutes per batch

 Procurement 

Vendor GST Validation

Tax / Compliance

Zero manual portal lookup

 Marketing 

Ad Policy Validator

Marketing Operations

Hours → minutes per banner batch

 Operations 

Document Data Extraction

Any document-heavy process

100% automated, zero human review

Business Impact

Real-world impact metrics from our live deployments.

Workflow / Metric

Before

After

Improvement

Invoice Upload Triage

2–3 hrs manual

Under 2 minutes

95% Faster

GST ITC Exception Flagging

Weekly batch review

Real-time per invoice

7× Faster

Container Gate-In (CNBTek)

15 min per truck

4 min per truck

73% Faster

Document Data Extraction

Human review required

Fully automated

100% Automated

Vendor GSTIN Validation

Manual portal lookup

Automated on upload

Zero Manual Effort

Built with Compliance in Mind

Enterprise-grade governance with full audit trails, role-based access control, and a policy engine for compliance.

Full Audit Trail

Every agent decision is logged with timestamp, input, and outcome. Query any run for compliance reviews, GST disputes, or internal audits.

Role-Based Access Control

Ops staff see what they need. Admins control who can modify, deploy, or view workflows. No shared credentials, no accidental production edits.

Policy Engine

Define rules agents must follow. No agent can bypass a policy without triggering an alert. SOC 2 Type I audit underway — June 2026.

Ready to Automate Your Most Complex Operations?

Start with a free 30-minute consultation. We’ll map which of your workflows are the best fit for AI agents — and show you a live demo on Agent Flow.