Store Associate Assist Agents for Retail: 4-Week PoV

Retailers face pressure to keep stores running with lean, high-turnover teams, yet associates still work across disconnected systems for SOPs, inventory, and compliance, slowing service and delaying proficiency for new hires.

MAQ Software deploys a multi-agent assistant for frontline workers on Microsoft Copilot Studio and Azure AI Foundry through Teams. Five agents deliver role-aware answers grounded in store data via Microsoft Foundry IQ, Microsoft Fabric IQ, Work IQ.

Business Challenge

• Associates spends a lot of time searching disconnected systems for SOPs, inventory, and compliance docs.
• New hires take weeks to reach proficiency.
• Planogram compliance drops without real-time task prioritization.
• Customer interactions lose conversion without product knowledge and next-best-actions.

Key Questions

• Can associates access SOPs and inventory instantly?
• How long does onboarding take?
• Is planogram compliance tracked in real time?
• Do associates have guided selling support?

Strategy

Week 1: Discovery and Data Foundation:

• Conduct stakeholder workshops with Store Operations, IT, and HR.
• Configure Microsoft Fabric IQ for inventory and Microsoft Foundry IQ for SOP grounding.
• Set up Microsoft Copilot Studio with Azure AI Agent Service. Provision Teams with Walkie Talkie and Shifts.

Week 2: Agent Development: Build five agents in Microsoft Copilot Studio with Azure AI Foundry orchestration:

• Policy and SOP Agent: SOP retrieval, onboarding workflows, escalation routing.
• Inventory and Fulfillment Agent: Available-to-Promise, substitution logic, order tracking, BOPIS.
• Merchandising Execution Agent: Planogram compliance, task prioritization, shelf audit.
• Customer Assist Agent: Product recommendations, next-best-actions, clienteling.
• Training, Coaching and Compliance Agent: Micro-training, certification tracking via Viva Learning.
• Configure Knowledge Vault for institutional memory and multi-agent coordination.

Week 3: Integration and Governance:

• Connect agents to POS, WMS/ERP, WFM, and planogram systems via REST APIs.
• Configure Microsoft Purview, Microsoft Entra ID, Azure Content Safety, and audit. Pilot store testing.

Week 4: Outcomes and Handover:

• End-to-end testing across all five agents.
• Measure time-to-answer, task completion, satisfaction.
• Knowledge transfer and documentation.

Deliverables

• Outcomes report with measured improvements
• Five configured agents in Microsoft Copilot Studio with Knowledge Vault
• Data foundation across Microsoft Foundry IQ, Microsoft Fabric IQ, and Work IQ
• Governance baseline with Microsoft Purview, Microsoft Entra ID, and Content Safety

Target Audience

• Store Manager
• Store Associate
• Solution Architects

Business Outcomes

• Faster ramp-up through agent-guided onboarding via Viva Learning
• Higher conversion with next-best-actions through Customer Assist Agent
• Improved planogram compliance through Merchandising Execution Agent
• Reduced friction with instant SOP and inventory access
• Knowledge retention through Knowledge Vault

Prerequisites

• Microsoft 365 E3/E5 with Teams for Frontline Workers
• Azure subscription with Microsoft Copilot Studio and Azure AI Foundry
• Access to POS, WMS/ERP, WFM, planogram tools, PIM
• Pilot store with associate availability

Why MAQ Software

• We have built Frontline solutions for store teams across POS, WMS, workforce management, and planogram systems.
• Proven multi-agent architecture experience, building domain-specific agents that coordinate through shared knowledge for retail and consumer goods.

Call To Action

• Reach out to CustomerSuccess@maqsoftware.com
• Learn more about our experience in Retail & consumer goods