invent.ai: Revolutionizing Retail with AI-Driven Decisioning

invent.ai is a powerful AI-Decisioning platform engineered specifically for retailers, delivering intelligent, real-time optimization across planning, inventory, and pricing. Built with a purpose-built agentic AI agent named Remi, the platform leverages advanced foundation models trained on real retail data to provide causal insights, probabilistic demand forecasting, and dynamic pricing strategies that adapt to market shifts, regional trends, and customer behavior. By eliminating silos and enabling human-machine collaboration, invent.ai empowers retail teams to make faster, smarter decisions—reducing manual work by up to 70%, cutting lost sales by 20–30%, minimizing stranded inventory by 15–30%, and boosting gross margin dollars by 2–4%. Trusted by global brands like Alo Yoga, Famous Footwear, and Migros, it offers measurable results in as little as 90 days through its Hub Model, which embeds a dedicated team of 200+ retail, data, and AI experts for seamless implementation and continuous improvement.

Key Features:

• Agentic AI Architecture (Remi): A core AI agent that understands business context, adapts to changes, and drives optimal decisions.
• AI-Powered Probabilistic Demand Forecasting: Predicts demand with high accuracy using multiple models and real-world data.
• Dynamic Pricing: Recommends real-time price adjustments based on demand, competition, and market conditions.
• Promo Planning & Optimization: Uses AI simulations and elasticity models to refine timing, depth, and product selection down to style-color level.
• Markdown Optimization: Determines optimal markdown timing, depth, and cadence to improve sell-through and margin.
• Merchandise Financial Planning: Aligns financial goals with inventory and pricing strategies.
• Assortment & Buy Optimization: Enhances product mix and purchasing decisions using predictive analytics.
• Allocation & Replenishment: Streamlines inventory distribution and restocking with intelligent algorithms.
• Phantom Inventory Management: Improves accuracy in tracking and managing inventory levels.
• Transfer & Returns Optimization: Reduces inefficiencies in internal logistics and reverse supply chain.
• Real-Time Scenario Simulation ("What-If" Analyses): Enables testing of pricing and promotional strategies before execution.
• Centralized Promo Calendar: Facilitates cross-functional alignment across finance, marketing, and planning teams.
• Human-in-the-Loop Dashboard: Allows users to review, approve, or adjust AI recommendations with full transparency.
• Competitor Price Intelligence: Integrates competitor data to inform pricing and promotional strategies.
• Post-Event KPI Analysis: Delivers detailed performance reports and AI-generated insights for continuous refinement.
• Seamless System Integration: Works effortlessly with existing retail ERP, POS, and inventory systems.
• Localized & Context-Aware Optimization: Accounts for regional, store-level, seasonal, and climate variations.
• Causal Understanding of Demand Shifts: Identifies root causes of fluctuations to improve decision accuracy.
• Hub Model Implementation Support: Provides expert teams for onboarding, training, and ongoing strategy refinement.
• End-of-Life & Clearance Strategy Alignment: Addresses chain-wide clearances and expiring products with precision.
• Full Transparency & Explainability: Ensures decisions are traceable, auditable, and understandable.

Pricing: invent.ai operates on a subscription-based model, with tailored plans available for enterprise retailers. While pricing details are not publicly listed, the platform offers a trial and implementation support through its Hub Model, making it accessible for businesses seeking measurable ROI in under 90 days.

Conclusion: invent.ai stands out as a transformative force in retail, combining deep domain expertise with cutting-edge agentic AI to deliver faster, smarter decisions that directly impact revenue, margins, and customer satisfaction—making it an essential tool for modern, data-driven retail operations.