Nūl’s Agentic AI Architecture: Harnessing the power of MCP²

Nūl’s Agentic AI Architecture: Harnessing the power of MCP²

Nūl’s Agentic AI Architecture: Harnessing the power of MCP²

Intelligent Coordination, Context-Driven Optimization.

Multi-Agent Coordination Protocol

Operating as a full scale team, agents manage different functions independently but also coordinate and communicate for maximum efficiency.

Multi-agent co-ordination protocol
Multi-agent co-ordination protocol

Our Adaptable Data Fusion Engine

Ingesting your data in a format you prefer: POS Systems, Internal Excel Sheets, Google Analytics and Store Visit Data

ERP System

Seamlessly sync your backend operations for unified inventory, sales, and supply data.

ERP System

Seamlessly sync your backend operations for unified inventory, sales, and supply data.

ERP System

Seamlessly sync your backend operations for unified inventory, sales, and supply data.

POS System

Capture real-time sales transactions straight from the shop floor to your dashboard.

POS System

Capture real-time sales transactions straight from the shop floor to your dashboard.

POS System

Capture real-time sales transactions straight from the shop floor to your dashboard.

Internal Excel Sheets

Effortlessly upload custom datasets and internal reports, no formatting headaches.

Internal Excel Sheets

Effortlessly upload custom datasets and internal reports, no formatting headaches.

Internal Excel Sheets

Effortlessly upload custom datasets and internal reports, no formatting headaches.

Store Visit Data

Merge offline footfall insights with sales metrics for a complete retail performance picture.

Store Visit Data

Merge offline footfall insights with sales metrics for a complete retail performance picture.

Store Visit Data

Merge offline footfall insights with sales metrics for a complete retail performance picture.

Model Context Protocol

The first fashion specific LLM that provides deep contextual intelligence to our AI agents.

  • Historical Sales

  • +

  • Real-Time Signals

  • +

  • Seasonal Patterns

  • +

  • Demand Shifts

  • +

  • External Factors

  • +

Why Choose Us?

Turning Your Data to Decision Intelligence

Your website is like your digital handshake—it’s the first thing people notice about you online. Our Web Design & Development services are all about making that handshake firm, friendly, and unforgettable.

• Demand Prediction Agent

Uses machine learning to forecast SKU-level demand at store and category levels

• Stock Optimization Agent

Identifies understocked and overstocked locations and suggests rebalancing

• Logistics Optimization Agent

Determines the most cost-efficient store-to-store transfers and replenishments.

Supporting Timely Execution For Your Team

Agents integrate with your existing workflows to act on decisions in real time with your teams sign off:

• Store-to-store Transfers

Store-to-store transfers based on demand projections and logistics constraints.

• Restocking Triggers

Supplier restocking triggers ensuring the right stock reaches the right store.

• Markdown Recommendations

Markdown recommendations to optimize aging inventory and maximize sell-through rates.

Continuously Learning From You

We understand that your brand and your teams are unique.Every transaction, transfer, and consumer interaction refines the model for you, improving decision accuracy over time. The power of our solution is its adaptive learning, ensuring the system stays responsive to your reality.

• AI That Thinks and Acts

Unlike traditional forecasting, our Agentic AI autonomously optimizes inventory decisions.

• End-to-end Automation

From demand forecasting to execution, our system eliminates manual guesswork.

• Real-time Insights and Actions

No delays. No outdated reports. Just instant, AI-powered optimization.