Catalog teams manage their product data in plain language, and nothing changes without their approval.
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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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
Shoppers who engaged converted 35.2% higher over Black Friday weekend, with revenue per visit up 39.8%.
Bash Conversational Shopping Agent
Agentic Achievement AwardMigration mapping that ran 6 to 9 months now finishes in hours, with the write-up produced alongside.
DeepShift Migration AI
AI Exchange Hackathon
Content operations for more than 16,000 users across multiple agencies, with 90% of metadata creation automated.
General Motors AssetIQ Content Agents
Agentic Achievement Award
Media teams run bulk library work in plain language, and nothing sensitive changes without their approval.
ImageKit DAM Agent
Gift shoppers who cannot phrase a keyword search get a curated recommendation out of a conversation instead.
Kate Spade AI Gift Concierge
Call to action clicks rose 274% and lead conversions 190%, with more configurations completed.
Lexus Europe AI Concierge
Shoppers describe the room they are furnishing and get the right fixture back.
Lightopia Ask Cleo
Agent Ready Award Agentic Achievement Award100 product descriptions in 30 minutes, against 100 a day by hand.
Matalan Product Description Generation
Product and content teams delegate catalog-wide enrichment and copy to a governed agent team instead of working SKU by SKU.
Ocula Product Discovery Optimization Agents
One assistant replaced search and support across three business units, raising click-through 14%.
Orange Conversational Assistant
Campaign launch time fell about 75%, with 15% more conversions than the ads already running.
Otrium Ad Creative Agent
Agent Ready Award Agentic Achievement AwardDemo catalogs that took days of sourcing arrive in minutes, with imagery and a mapping into the target system.
Solution Studio Catalog Generator
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 Studio
About 21% higher watch engagement against a holdout group, and open rates up about 40%.
Streaming Lifecycle Message Agent
Agentic Achievement AwardCampaigns that took 4 to 6 weeks now go live in days, with personalized variants up from one or two to more than 20.
Thumbtack Lifecycle Campaign Agent
Add to cart rose nearly tenfold among engaged shoppers, measured against a control group.
Trail Appliances Storefront Assistant
Merchants launch customizable products by describing them, and shoppers design a product without learning a tool.
Zakeke AI Visual Commerce Agents
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.