PROPRIETARY ENGINE BY AKSAB TECH

Shira AI
Demand & Replenishment Engine

Shira AI by Aksab Tech bridges real-time micro-logistics with predictive inventory analytics. Transforming unfulfilled search intents and retail signals into automated supplier execution.

Explore Technology Engine Metrics

What is Shira AI?

Shira AI by Aksab Tech is an intelligent supply-chain execution and demand-forecasting layer built directly into the Aksab ecosystem.

Unlike traditional reactive inventory software, Shira captures latent demand signals—such as zero-result product searches and localized stockouts—to preemptively calculate replenishment needs for distributors and retailers.

"Shira AI converts invisible customer demand gaps into actionable restock orders for regional suppliers."
01. Signal
Demand Capture
Logs zero-result searches & cart abandonments in real time.
02. Mapping
Gap Analytics
Maps localized stock gaps across geographical zones.
03. Predict
Smart Forecast
Calculates optimal safety stock and reorder points.
04. Action
Supplier Dispatch
Triggers automated stock push alerts to distributors.

Capabilities & Data Processing

How Shira AI processes multi-layered marketplace intelligence

🔍 Data Signals Analyzed

  • • Unfulfilled Searches: Real-time zero-result queries logged by retailers & consumers.
  • • Order Velocity: Frequency and size of historical reorders by zone.
  • • Regional Demand Shifts: Seasonal, geographical, and hyper-local consumption spikes.
  • • Supplier Stock Availability: Dynamic warehouse inventory levels across partners.

⚡ Automated Actions Triggered

  • • Demand-Gap Mapping: Converts raw search events into high-margin stock opportunities.
  • • Automated Restocking Recommendations: Advises suppliers on exact SKU quantities per district.
  • • Smart Push Notifications: Dispatches real-time stock prompts to field sales representatives.
  • • Escrow & Logistics Allocation: Aligns inventory reserves with driver route capacity.

Cloud Architecture & Infrastructure

Built natively into the Aksab Tech distributed platform

Shira AI is powered by serverless cloud orchestration, real-time Firestore database indexing, and large language model integration (Vertex AI / Bedrock) to synthesize complex supply chain events in milliseconds.

Firebase Event Triggers AWS Cloud Orchestration Vertex AI / LLM APIs Real-Time Routing & Escrow

Engine Performance & Metrics

Measured across active deployment zones

Live Engine
Status
Real-Time
Signal Logging
B2B2C Native
Ecosystem Integration