MACH Alliance

Role: Hub operator

Shoppers see relevant products from sister brands without being redirected off the site they are on.

Athena AI Cross-Brand Recommender

AI Exchange Hackathon

Role: Hub operator

Migration mapping that ran 6 to 9 months now finishes in hours, with the write-up produced alongside.

DeepShift Migration AI

AI Exchange Hackathon

Role: Hub operator

In six weeks, Dr. Martens and Conscia built a prototype on-site shopping assistant for drmartens.com that could search, size, and add to cart.

Dr. Martens On-Site Shopping Assistant

AI Exchange Hackathon

Role: Hub operator

City-break shoppers see every hotel on a map next to the points of interest they care about, with walking routes and what guests say.

easyJet holidays Hotel and Points of Interest Map

AI Exchange Hackathon

Role: Hub operator

Copyright claims are classified against past cases in seconds instead of days, with an analyst deciding.

Fraud Detection & DMCA Takedown AI

AI Exchange Hackathon

Role: Hub operator

Product recommendations arrive with a reason a shopper can read, not only a score.

IPSY Customer Preference Knowledge Graph

AI Exchange Hackathon

Role: Enterprise agent architecture working group

Buyer and supplier agents from four organizations settle real commercial terms with nobody in the middle.

Meridian Crossing Cross-Organization Agent Negotiation

Working Group Prototype

Role: Reference implementation

Demo catalogs that took days of sourcing arrive in minutes, with imagery and a mapping into the target system.

Solution Studio Catalog Generator

Solution Studio

Role: Reference implementation

Order questions and in-policy returns are settled in the chat, and every case that needs judgment reaches a person with the evidence attached.

Solution Studio Order Support Agent

Solution Studio

Role: Reference implementation

Shoppers get an answer on the product page in under a second, grounded in documents the brand controls.

Solution Studio Product Insights Agent

Solution Studio

Role: Reference implementation

A stated goal becomes a finished look, so a shopper who cannot phrase a query still gets a usable answer.

Solution Studio Shopping Greeter

Solution Studio

Role: Reference implementation

Inbound purchase orders are read and routed automatically, with people reviewing only the uncertain ones.

Solution Studio: B2B Order Intake Reference Pipeline

Solution Studio

Role: Hub operator

Wholesale buyers place and change orders in plain language, and see the price they will actually pay.

SynapseAI B2B Wholesale

AI Exchange Hackathon

Role: Hub operator

Every promoted item is checked against the source of truth, with problems surfacing in minutes, not weeks.

Wegmans Marketplace Validation Agents

AI Exchange Hackathon

Role: Hub operator

Golfers describe a trip in their own words and get resorts ranked on what similar groups actually booked, with the reasons shown.

Your Golf Travel AI Trip Advisor

AI Exchange Hackathon

Role: Hub operator

Every sales email arrives sorted and answered in draft, checked against the company's terms, ready for a salesperson to approve.

Your Golf Travel Sales Inbox Assistant

AI Exchange Hackathon