Store and Demand Intelligence

AI systems that optimise replenishment, distribution, and store-level decision-making.

Key Agents:

💠 Demand Forecasting Agent: Predicts SKU-level demand across stores, regions, and channels. 💠 Replenishment Optimiser: Recommends stock movements based on velocity, ageing, and promotion uplift. 💠 Pricing and Promotion Assistant: Recommends optimal price points and promotion windows.

Supply Chain and Inventory Management

AI agents that stabilise availability, reduce waste, and improve forecasting accuracy across the supply chain.

Key Agents:

💠 Inventory Optimisation Agent: Determines optimal stock levels across stores and distribution centers. 💠 Anomaly Detection Agent: Flags unusual Point of Sales (POS), returns, or delivery patterns.

Product Content and Creative Automation

AI systems that generate, enhance, and manage product content at scale, accelerating digital shelf performance.

Key Agents:

💠 Generative Product Imaging Agent: Creates photorealistic product imagery using controlled backgrounds and lighting. 💠 AI Copy and Attribute Builder: Generates titles, bullet points, and SEO-ready product descriptions.

💠 Brand Translation Agent: Produces multilingual content that maintains brand tone and visual identity.

Customer Experience

AI agents that power personalised discovery, service automation, and omnichannel engagement.

Key Agents:

💠 Personalised Recommendation Agent: Suggests products based on behaviour and context. 💠 Customer Inquiry Assistant: Answers product questions and store/service queries.

💠 Churn and Loyalty Predictor: Identifies at-risk customers and recommends retention levers.

Operational Workflow Automation

Multi-modal AI agents that process tickets, emails, and requests — removing manual load from store and ecommerce teams.

Key Agents:

💠 Store Ops Assistant: Handles routine operational tasks such as stock checks, store queries, and shift changes. 💠 Order and Exception Handling Agent: Extracts, validates, and routes ecommerce order issues or customer requests.

Data, Reporting and Decision Intelligence

Agents that unify retail data sources and deliver decision-ready insights.

Key Agents:

💠 SQL Reporting Agent: Retrieves KPIs and builds dashboards automatically. 💠 Vector Search Agent: Searches long documents, guidelines, and product archives. 💠 Insight Generation Agent: Summarises trends, anomalies, and KPIs for leaders.