Answer a supply disruption with a cited list of compliant alternative suppliers, while the ERP stays in place.
MACH Alliance Agent Ecosystem
Agent Solutions Hub
A curated collection of real agentic solutions from the MACH Alliance community. Each one shows the problem, the results, and how it is built.
One solution can credit several organizations. The MACH Alliance is excluded from the count.
Real agents. Real results.
Two running in production and one built at an AI Exchange hackathon.
Dr. Martens On-Site Shopping Assistant
Built at the AI Exchange hackathon ahead of MACH X Amsterdam. It searches, sizes and adds to cart through the site's own commerce services.
Lexus Europe AI Concierge
Call to action clicks rose 274% and lead conversions 190%, with more configurations completed.
Jason, Therabody's AI Shopping Assistant
Guided, sourced product recommendations on the storefront, live in under 90 days and owned by the brand end to end.
Browse the solutions
Showing 15 of 72
Show who authorized an agent-led purchase, and prove it later, from stated intent to payment.
AP2 Shopping Agents with a Mandate Ledger
Shoppers see relevant products from sister brands without being redirected off the site they are on.
Athena AI Cross-Brand Recommender
AI Exchange HackathonMigration mapping that ran 6 to 9 months now finishes in hours, with the write-up produced alongside.
DeepShift Migration AI
AI Exchange HackathonCopyright claims are classified against past cases in seconds instead of days, with an analyst deciding.
Fraud Detection & DMCA Takedown AI
AI Exchange HackathonProduct recommendations arrive with a reason a shopper can read, not only a score.
IPSY Customer Preference Knowledge Graph
AI Exchange HackathonBuyer and supplier agents from four organizations settle real commercial terms with nobody in the middle.
Meridian Crossing Cross-Organization Agent Negotiation
Working Group PrototypeKeep hesitating shoppers by responding in the same session, not in a batch email after they leave.
Real-Time Customer Retention Agent
Demo catalogs that took days of sourcing arrive in minutes, with imagery and a mapping into the target system.
Solution Studio Catalog Generator
Solution StudioOrder 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 StudioShoppers get an answer on the product page in under a second, grounded in documents the brand controls.
Solution Studio Product Insights Agent
Solution StudioA stated goal becomes a finished look, so a shopper who cannot phrase a query still gets a usable answer.
Solution Studio Shopping Greeter
Solution StudioInbound purchase orders are read and routed automatically, with people reviewing only the uncertain ones.
Solution Studio: B2B Order Intake Reference Pipeline
Solution StudioWholesale buyers place and change orders in plain language, and see the price they will actually pay.
SynapseAI B2B Wholesale
AI Exchange HackathonEvery promoted item is checked against the source of truth, with problems surfacing in minutes, not weeks.
Wegmans Marketplace Validation Agents
AI Exchange Hackathon
We've had 100,000 customer reviews on our website for years. As part of the MACH AI Exchange at MACH X, we finally made them useful.
About the Agent Solutions Hub
Real work, shown in full
The Agent Solutions Hub is a curated collection of real agentic solutions, published by the MACH Alliance as part of the Agent Ecosystem. Every entry carries the problem it addresses, what changed as a result, how it is built, and, where the contributor offers it, the code to go build it yourself.
Built something worth showing?
Put your agentic solution in front of the enterprise leaders who use the Agent Solutions Hub to decide what to build next. Submissions are open to MACH Alliance Members, Collaborators, or Ambassadors.