DCT AI — Digital Control Tower — Digital Control Tower for Intelligent Enterprise Visibility

One view across operations, finance, and supply chain.

An agentic control tower that unifies data across ERP, WMS, TMS, CRM, and BI systems — then deploys exception agents that detect operational anomalies, model the downstream impact, and recommend interventions before disruptions cascade.

Illustrative reference architecture. The system below represents how we design and deploy DCT AI — Digital Control Tower in real engagements. Specific client deployments are confidential and not disclosed; the patterns, stack, and outcome ranges shown here reflect our active engineering practice.
Use cases

Built for real operations.

Where DCT AI fits — when the business runs across many systems and nobody has a single view of what is happening right now.

Supply chain visibility
Live status of every order across suppliers, warehouses, carriers, and customer systems — with exception alerts.
Operations command center
One screen for plant managers: throughput, anomalies, predicted shortages, and recommended actions in real time.
KPI war room
Executive view that connects financial KPIs to the operational signals underneath, with drill-down on any miss.
Cross-system reconciliation
Continuously reconcile ERP, CRM, WMS, and finance systems; surface drift before it becomes a month-end mess.
The problem

When leadership sees five versions of the same number.

Most enterprises run on a stack of disconnected systems: SAP for HQ, an acquired entity on Oracle, a regional unit on Tally, a salesforce in CRM, a warehouse in WMS. Leadership asks "what's our current commit position?" and gets five different answers from five different teams — each true within its own system, none reconciled.

DCT AI unifies the data and adds an autonomous exception engine on top. Agents continuously scan for operational anomalies — delayed shipments, stockouts, cost overruns, FX impacts — and model the downstream consequences. The control tower doesn't just show you what's happening; it tells you what's about to break, and what to do about it.

This is the system buyers actually want when they ask for "real-time visibility."

The architecture

How DCT AI — Digital Control Tower is built.

Layered design, production tooling, native Azure integration. Every component is one we use in shipping client systems — not a theoretical reference stack.

Layer 1
Source Systems
SAP S/4HANA Oracle Fusion Dynamics 365 Tally Salesforce WMS TMS custom ERPs
Layer 2
Unified Layer
Microsoft Fabric Synapse Azure Data Factory Event Hubs Delta Lake medallion
Layer 3
Exception Agents
Detection Agent Impact Model Agent Recommendation Agent Escalation Router
Layer 4
Delivery
Live KPI dashboard mobile alerts scenario simulator executive briefings
Capabilities

What it actually does.

Unified data layer
Real-time integration across SAP, Oracle, Salesforce, custom ERPs, and modern data platforms.
Live operational KPIs
Track production, logistics, inventory, and finance metrics in one synchronized view.
AI exception engine
Autonomous agents detect anomalies (delays, stockouts, overruns) the moment they emerge.
Predictive scenarios
Models downstream impact: "If supplier X is delayed 3 days, what hits Q3 commit?"
Multi-tier drill-down
Executive summary → regional view → plant/SKU detail, all in one interface.
Mobile-first alerts
Push notifications to leadership when material thresholds are breached.
Expected outcomes

What this delivers in production.

Outcome ranges are illustrative — based on structural economics of the problem and what comparable production systems achieve. Actual results depend on baseline maturity, data quality, and integration depth.

80%+
Time-to-insight cut
Faster operational decisions vs. siloed reporting
15-30%
On-time delivery lift
Through early disruption alerts and pre-emptive action
1
Source of truth
Unified KPIs across business units — one number, not five
Real-time
Crisis response
Exception management as events happen, not days later
More products

Other products you might need.

Our products are designed to compose. DCT AI — Digital Control Tower works standalone, but most enterprise engagements combine three or four — built on a shared data foundation and a single Azure tenant.

Talk to us about DCT AI — Digital Control Tower.

Tell us about your current setup and the outcome you'd want from DCT AI — Digital Control Tower. We'll come back within one business day with a path forward.

Email us +91 6305242370