Purchase order handling fell from about 8 minutes to under a minute, freeing roughly 267 hours a month.
ACR Autonomous B2B Order Intake
Agentic Achievement Award
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.
Three solutions running in production, and what changed.
Ask Frasers Shopping Assistant
A shopping assistant that lifted conversion 25%, taken from a split test to all traffic.
ACR Autonomous B2B Order Intake
Purchase order handling fell from about 8 minutes to under a minute, freeing roughly 267 hours a month.
Altitude Sports Incentive Agent
Campaign setup is 75% faster and coupon generation 99% faster, with no developer involved.
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Showing 27 of 73
Campaign setup is 75% faster and coupon generation 99% faster, with no developer involved.
Altitude Sports Incentive Agent
Agent Ready Award Agentic Achievement Award
Show who authorized an agent-led purchase, and prove it later, from stated intent to payment.
AP2 Shopping Agents with a Mandate Ledger
A shopping assistant that lifted conversion 25%, taken from a split test to all traffic.
Ask Frasers Shopping Assistant
Shoppers see relevant products from sister brands without being redirected off the site they are on.
Athena AI Cross-Brand Recommender
AI Exchange Hackathon
A search that finds nothing in stock still ends in an order, with alternates found across nine branches.
Betts Truck Parts Agent Suite
Prototyping runs 10 times faster, seven dashboards became one, and developers reclaimed 2 hours a day.
CarParts.com Multi-Agent Ecosystem
Agentic Achievement Award
Sales teams answer quote requests in minutes instead of re-keying them, without a volume ceiling set by headcount.
commercetools B2B Intake
Customers, employees, and buyers reach grounded answers and product decisions by describing what they need.
Conversational Search and Product Discovery
Merchandisers act on performance questions without leaving their workspace, and nothing the agent proposes applies without approval.
Coveo Merchandising Agent
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 HackathonCounter staff spend less time hunting parts, and fewer searches end with no option offered.
Harman Heavy Vehicle Specialists Parts Identification Agents
Guided, sourced product recommendations on the storefront, live in under 90 days and owned by the brand end to end.
Jason, Therabody's AI Shopping Assistant
Gift shoppers who cannot phrase a keyword search get a curated recommendation out of a conversation instead.
Kate Spade AI Gift Concierge
Shoppers describe the room they are furnishing and get the right fixture back.
Lightopia Ask Cleo
Agent Ready Award Agentic Achievement AwardLet shopping agents offer the right incentive without blanket codes that give away margin.
Otto Deal Concierge
Keep hesitating shoppers by responding in the same session, not in a batch email after they leave.
Real-Time Customer Retention Agent
Nearly five times the parts interchanges, and a complete view of where the company leads the market and where it has gaps.
Seekr Automotive Parts Interchange Agents
More than 14,000 products updated in one run, and one of Snag's fastest launches, live in about two weeks.
Snag Product Operations Agent
Agentic Achievement AwardOrder 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 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 Hackathon
Take a shopper from search to confirmed order in one conversation, personalized from the first message.
Valtech Agentic Commerce Agent
Every promoted item is checked against the source of truth, with problems surfacing in minutes, not weeks.
Wegmans Marketplace Validation Agents
AI Exchange Hackathon
Click-to-delivery fell by more than 50%, with every order routed on live stock and carrier data.
Wyze Agentic Commerce Pipeline
Agent Ready Award Agentic Achievement Award
Up to 5x faster order processing than manual entry, with a confidence rate of 99%.
Xfuze Order Intake Agentic Application
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 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 hub to decide what to build next. Submissions are open to MACH Alliance Members, Collaborators, or Ambassadors.