Top Artificial Intelligence company recognized by Clutch
Agentic AI in
E-commerce and Retail
Agentic AI is reshaping retail and e-commerce, not by adding AI features to static systems, but by deploying autonomous agents that reason, decide, and act across the workflows that drive revenue.
AI agents can analyze individual user behavior, purchase history, and real-time browsing signals to deliver tailored recommendations and dynamic pricing at a scale and speed no manual process can match. Rather than applying a static algorithm, agentic systems continuously refine their outputs as customer signals evolve, producing experiences that improve measurably over time.
Agentic AI automates complex, multi-step decisions that previously required human intervention at every stage; from inventory reordering triggered by sell-through rates, to order verification, routing, and exception handling. These are not simple task automations; they are end-to-end workflows where the agent coordinates across systems, applies business logic, and escalates to a human only when genuinely needed. The result is reduced operational overhead and consistent performance at scale.
Agentic systems can detect patterns in customer behavior, market signals, and historical data to anticipate demand before it becomes visible in sales figures. This enables proactive product positioning, smarter promotional timing, and replenishment decisions that reduce both stockouts and overstock, creating measurable commercial value for operations teams and buyers alike.
From experimentation to scaled deployment
Retailers and e-commerce companies often have strong technical foundations and established data infrastructure. This accelerates Vstorm’s ability to design and deploy Agentic AI systems that integrate with the tools and platforms they already run on without forcing teams to replatform or abandon workflows already in place.
Our engineering expertise enables us to support technology-forward retailers in deploying production-ready AI agents and enhancing existing automation with genuine agentic capability.
Our projects
Agentic AI voice assistant for inbound call handling
Call-center automates its inbound customer call verification and routing processes using AI-powered voice assistants.
By integrating advanced technologies such as an AI agent built on speech recognition, Retrieval-Augmented Generation (RAG), and agentic orchestration, the system handles calls more efficiently, reduces human intervention, supports multiple languages, and improves overall operational scalability.
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AI agent for order recommendation and completion
Our customer is a self-publishing and print fulfillment company serving independent creators who need support completing orders that meet their specific production requirements.
Vstorm built the Agentic AI solution using PydanticAI with advanced RAG and multiple API integrations. The agent guides new users through the ordering process, resolves configuration decisions autonomously, and integrates directly with fulfillment systems, reducing both drop-off and manual support overhead.
Read moreOur Agentic AI services for e-commerce and retail
Agentic AI system architecture and deployment
End-to-end design and deployment of production-grade AI agent systems, integrated with your existing commerce platforms, data sources, and operational infrastructure.
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Multi-agent system development
Complex workflows requiring coordination across inventory, fulfillment, customer data, and pricing benefit from multi-agent architectures. We design and build systems where agents collaborate, hand off tasks, and escalate appropriately.
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RAG advanced engineering
Agents that need to reason over product catalogues, customer histories, policy documents, or support knowledge bases require robust retrieval systems. We engineer RAG pipelines built for production accuracy and speed.
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AI consulting and readiness assessment
For retailers at the beginning of their Agentic AI journey, we map current processes, identify the highest-ROI automation opportunities, and produce a deployment roadmap grounded in what the technology can realistically deliver today.
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Agentic AI system audit and optimization
For teams with AI already in place but underperforming, we diagnose integration gaps, reasoning failures, and observability blind spots and resolve them.
Learn moreOur Clients are Featured In
CEO, Hypothes.is
One of the key outcomes of this engagement has been the successful application of generative AI to facilitate collaboration. Vstorm’s feedback-driven approach led to significant improvements in project execution and efficiency, overcoming initial challenges and demonstrating our ability to adapt and innovate in a rapidly evolving tech landscape.
Managing Director, Sonorys Technology GmbH
This partnership has allowed Sonorys to enhance its R&D capabilities and meet its project goals efficiently.
Global Director, MindSonar
Their knowledge, eye for detail, and willingness to commit was impressive. Vstorm’s delivery is – due to the scrum and the sprints – very systematic. They are transparent in what they do and who does it and how many hours it takes.
R&D Center Manager, Viessmann
The team’s top-notch support boosts efficiencies and saves the client a lot of time and money.
