Building an Orchestration Layer for Agentic Commerce at Loblaws
The talk introduced Alfred, Loblaws’ production‑grade orchestration layer designed to power agentic commerce across its massive retail ecosystem. Built on Google Kubernetes Engine with a FastAPI gateway, Alfred abstracts LLM providers, leverages LangChain‑style execution graphs, and connects to over fifty internal platform APIs through the Model Context Protocol (MCP).\n\nKey challenges addressed include scaling conversational commerce, ensuring privacy and security, and providing a reusable template that lets any of the 500‑plus engineers launch agentic applications quickly. The architecture combines a templating library (Copier), a checkpointing Postgres database, a vector store, and an observability stack (Langfuse, Grafana, Prometheus) to deliver end‑to‑end traceability and PII masking.\n\nDemonstrations highlighted a recipe‑driven workflow where a user asks for a shrimp pasta, the LLM identifies ingredients, and MCP‑backed tools fetch catalog, pricing, and inventory data, presenting results via a pluggable chat UI. The MCP also supplies rich UI components (AGUI, MCUI) that render product lists without custom front‑end code.\n\nBy standardizing orchestration, security, and observability, Alfred enables rapid, reliable deployment of AI‑driven shopping experiences across grocery, pharmacy, loyalty, and fashion domains, positioning Loblaws to scale agentic commerce while maintaining enterprise governance.
Why You’re Still Broke (Stop Listening to Beginners)
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OAF's Growth Strategy - New Products Whilst Tooru Looks at Smart Acquisitions
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Tooru Fundraising - Investor Confidence and Future Growth
Tooru PLC has secured a £1 million equity raise without issuing discounts or warrants, underscoring robust institutional support. CEO Scott Livingston says the capital will fast‑track growth for its Pulsin brand, broaden retail presence to roughly 1,000 Co‑op outlets, and fund...
How FreedomPay Is Powering Global Merchant Payments Innovation
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What's In Store Retail Safari Xmas 2025
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Start a T-Shirt Biz on the a PS5 Budget
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Best DTF Printer to Start a T-Shirt Business in 2026
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Why Amazon Inventory Is Getting Stuck at the Door
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