We Built Our Own
Agentic Workflow Platform
— Then Automated Our
Clients' Operations With It
Agent Flow is Madgical’s proprietary AI workflow builder. Unlike n8n or Make, every node is an intelligent AI agent that reasons, extracts documents, validates compliance, and makes decisions — built for Indian enterprises with complex, regulated operations.
See How Agent Flow Turns 5-Day Reports into Real-Time Insights
A 90-second walkthrough of conversational AI delivering board-ready visualizations instantly.
Client Overview
Turning fragmented enterprise data into autonomous real-time decisions
A Fortune 500 logistics leader (anonymized) orchestrates global operations,
managing 50K+ daily shipments across siloed ERPs (SAP), CRMs (Salesforce),
and cloud warehouses (AWS). With terabytes live data, legacy barriers
blocked instant insight.
We had all the data but no easy way to ask it questions —decisions
lagged by days.
—Chief Strategy Officer
The Challenge
The Challenge: Siloed Data, Decision Latency Costing $50K/Month
- Blocked agentic access to live insights
- Expensive manual SQL & analyst overhead
- Total legacy IT gatekeeping bottlenecks
- Massive velocity & opportunity loss risks
The Solution
Agent Flow: Agentic AI Delivering Autonomous Executive Decisions From Siloed Data Sources With Sub-Second Accuracy
Agentic Query Core
Natural Language→ SQL (95% accuracy, production ready)
Secure Data Sync
OAuth, role-based access; BigQuery/Snowflake
Auto SQL & Visuals
Interactive dashboards, SOC2 compliant
Technology Stack
Proven results delivering 99% faster insights and 40% cost savings through secure AI analytics platform
- Frontend
React + TypeScript
Real-time dashboards
- Backend
Node.js + FastAP
1K+ queries/min
- AI Layer
GPT fine-tuned
95% accuracy
- Monitoring
Prometheus + Grafana
99.9% uptime
- Infra
WS EKS, IAM-secured
global scale
- Elementor Widgets
–
Feature Icons
Next Steps
Your Edge: Deploy Agent Flow to dominate markets by turning fragmented data into instant strategic clarity
ERP integration
Disruption forecasting,
secure C- suite access
Business Impact
Proven Results: 99% Faster Insights, 40% Cost Savings—and Why Agent Flow Stands Out for Measurable Business Impact
Metric
Before
After
Improvement
Time to Generate
3–5 Days
Seconds
99% Faster
Analyst Dependency
100%
<30%
70% Reduction
Decision Velocity
Weekly
Real-Time
5x Faster
Operational Savings
—
40% Annual
ROI in 3 Months
Start with a confidential agentic demo tailored to your data chaos, engineered to demonstrate autonomous solutions, quantifiable ROI, and strategic velocity aligned with your enterprise objectives.