COMMERCE / THE PARTNERSHIPS OBSERVATORY
AI players are changing how customers shop and how commerce companies operate. Their partnerships reshape customer access, the capabilities businesses need and who sets the terms of participation.
01 / WHERE AI PLAYERS ENTER
AI players enter as customer channels, capability suppliers and partners in commerce infrastructure. Explore how labs connect to merchant platforms, retailers, service providers and payment networks.[1]
Select a lab or a segment to explore its arrangements.
AI LABS
02 / HOW COMMERCE IS REORGANIZED
Customers use AI assistants to discover and compare products outside a retailer's storefront. AI channels connect that experience to merchants and service providers that supply inventory, checkout and fulfilment.[2]
Unbundling separates activities previously joined in one customer experience. Rebundling assembles them into a complete service through a new division of work. Inventory, transaction systems and operating services shape which partners must reconnect. The map compares four selected configurations.[3]
Swipe across the map to follow the connections →
GO DEEPER / STRUCTURAL CHANGE
Switch these partnerships on and off to compare how each one unbundles and rebundles the commerce architecture.
Explore unbundling & rebundling →03 / THREE DIRECTIONS TO EXPLORE
Examine where AI enters, how partners rebuild the service, and how the resulting arrangement changes competitive advantage.
WHERE AI ENTERS
AI players can mediate customer choice or supply intelligence within an incumbent's service. The two positions create different dependencies.
Compare the two routes →HOW COMMERCE IS REBUNDLED
A new interface still needs a complete service. Inventory, accounts and operating capabilities shape which partners must remain connected.
Explore coordination requirements →HOW ADVANTAGE CHANGES
The division of work changes competitive position. Retaining an activity strengthens your position when partners cannot readily replace your contribution and you have viable alternatives.[4]
Assess competitive advantage →THE EXECUTIVE TAKEAWAY
Assess the partnership by the position it helps your business build, not just the capability or distribution it adds. Does it strengthen demand for your business, make your contribution more valuable to others, or expand your alternatives? Examine the dependencies alongside those benefits: who controls access, which contributions become replaceable, and which terms constrain future choices.[5]
Frame partnership options by objective →ADVISORY
Decide which position your business should build. Examine the capabilities, customer connections and partnership terms that strengthen your position.
Explore advisory →COMMISSIONED RESEARCH
Understand how AI lab partnerships are restructuring your industry. Commission the research, strategic interpretation and analytical experience for your leadership, customers or partners.
Commission research →Case evidence. Partnerships Observatory, reconciled Commerce research, cutoff 7 October 2026: 81 dated episode/role records across 58 direct case bundles, including historical, planned and specification material. The displayed record disclosures retain the original source passages, dates and unresolved allocations.
Third-party analysis. McKinsey, "The agentic commerce opportunity: How AI agents are ushering in a new era for consumers and merchants" (17 October 2025), chapters 1-2, direct and brokered interaction models and interoperability. These distinctions inform the explanation; the Observatory applies them to the arrangements and capabilities in its research.
Theory. Sangeet Paul Choudary, Reshuffle (first edition, July 2025), "Containerization as coordination," pp. 23-24. This informs the distinction between changing a customer interface and coordinating the service behind it. Its application here is the Observatory's interpretation.
Theory. Richard M. Emerson, "Power-Dependence Relations," American Sociological Review 27, no. 1 (1962), pp. 31-41, especially pp. 32-33. Dependence concerns valued outcomes and costly alternatives for the same outcome. The strategic application here is the Observatory's; the analysis examines how alternatives affect negotiating room.
Third-party analysis. Boston Consulting Group, "Agentic Commerce Is Redefining Retail - How to Respond" (2025), "The Threats to Retailers" and retailer-response sections. Its analysis of AI-mediated choice and customer contact informs these questions.
