Invent.ai, a global leader in AI-driven retail decision orchestration, announces continued market adoption of its Remi AI system as retailers shift from traditional planning and analytics toward real-time, execution-led operations.

While retailers have invested heavily in data and analytics infrastructure, many organizations continue to face a structural challenge: delays between identifying changes in performance and executing coordinated actions across teams and functions.

Remi, which stands for retail merchandise intelligence, is the core AI decision-making agent within invent.ai’s multi-agentic architecture. It’s designed to help retailers move faster from understanding business performance to executing coordinated actions in merchandising, inventory and pricing. Rather than just operating as a reporting or analytics layer, Remi orchestrates a family of specialized agents that generate, evaluate and coordinate decisions continuously throughout retail operations.

This enables a structured decision flow where AI agents surface and refine validated decisions, while human teams provide oversight and approval before execution. The system ensures that actions are carried out consistently within defined business guardrails, helping retailers respond to changing market conditions while maintaining control over outcomes and optimizing on financial goals.

This approach reduces fragmentation between planning assumptions and in-market execution, minimizing manual coordination and enabling faster, more consistent operational response.

Retailers adopting Remi are increasingly moving away from static planning cycles toward continuous, execution-led retail. This shift reflects the growing complexity of demand, supply and promotional environments, where speed and coordination between functions directly influence performance.

Use cases include:

• Inventory allocation and replenishment execution
• In-season pricing and promotional adjustments
• Category performance management and response
• Coordination between merchandising and supply chain teams

To support continued growth, invent.ai has strengthened its commercial leadership team with the appointment of Joe Groves as Global Chief Revenue Officer and Lukas Fischer as Sales Director, EMEA. These additions reflect increasing world-wide demand for AI systems designed to support execution-led retail operations at scale.

Invent.ai continues to enhance Remi with a focus on reducing the time between decision identification and execution across retail workflows. Remi is designed to function as a decision execution layer, enabling retailers to act on validated AI-driven decisions within defined business constraints while maintaining oversight and control.

Rather than adding another analytics layer, the system is designed to reduce operational friction between teams, ensuring decisions move consistently from identification to execution through a structured and auditable process.

“Retailers don’t need more dashboards or retrospective analysis. They need faster, more reliable execution powered by AI agents they can understand and control,” said Gurhan Kok, Founder and CEO of invent.ai. “With Remi AI, we’re helping organizations connect decisions directly to action through a coordinated system of agents spanning merchandising, inventory and pricing. This allows retailers to respond in real time as conditions change, while maintaining confidence in how decisions are generated and executed.”

As retail becomes more dynamic and fast-moving, execution is becoming the primary driver of performance, powered by systems that turn decisions into coordinated action in real time.

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