Campaign setup is 75% faster and coupon generation 99% faster, with no developer involved.
Altitude Sports Incentive Agent
Agent Ready Award 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.
Browse the solutions
Showing 12 of 73
Shoppers who engaged converted 35.2% higher over Black Friday weekend, with revenue per visit up 39.8%.
Bash Conversational Shopping Agent
Agentic Achievement AwardThe conversational agent returned 13x ROI, and an AI-timed birthday SMS flow returned 25x.
boohooMAN Loomi Shopping and Messaging Agents
Agentic Achievement Award
Stop marketing emails from promoting products a shopper cannot buy in their size.
Greenlight Campaign Send Guard
Product recommendations arrive with a reason a shopper can read, not only a score.
IPSY Customer Preference Knowledge Graph
AI Exchange Hackathon
Campaign launch time fell about 75%, with 15% more conversions than the ads already running.
Otrium Ad Creative Agent
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
About 21% higher watch engagement against a holdout group, and open rates up about 40%.
Streaming Lifecycle Message Agent
Agentic Achievement Award
Run more personalized loyalty campaigns without the build time that personalization usually costs.
The Loyalty Loop Campaign Agent
Campaigns 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
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.