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.
Browse the solutions
Showing 29 of 73
Make products easier to find, compare, and buy by completing the catalog details that search engines and AI assistants need.
Agentic Product Data Enrichment
Catalog teams manage their product data in plain language, and nothing changes without their approval.
Agentic Ziggy
Four recurring workflows run against the live store, lifting conversion from 0.8% to 1.1% in 30 days.
Carsncards Revenue Operations Agent
A retailer with no developers shipped six or more changes in weeks, work that had sat in an agency queue.
Creative Bag Storefront Fix Agent
Migration mapping that ran 6 to 9 months now finishes in hours, with the write-up produced alongside.
DeepShift Migration AI
AI Exchange HackathonCity-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 HackathonCopyright claims are classified against past cases in seconds instead of days, with an analyst deciding.
Fraud Detection & DMCA Takedown AI
AI Exchange Hackathon
Counter staff spend less time hunting parts, and fewer searches end with no option offered.
Harman Heavy Vehicle Specialists Parts Identification Agents
Product recommendations arrive with a reason a shopper can read, not only a score.
IPSY Customer Preference Knowledge Graph
AI Exchange Hackathon
100 product descriptions in 30 minutes, against 100 a day by hand.
Matalan Product Description Generation
Broken integrations surface where the team already works, and are fixed without opening the platform.
Oliver Bonas Integration Agent in Slack
In one quarter the agents flagged more than 40% of orders as likely hit by supplier delays and priced over $3M of related cost.
Order Fulfillment Risk Agents
Campaign launch time fell about 75%, with 15% more conversions than the ads already running.
Otrium Ad Creative Agent
Agent Ready Award Agentic Achievement Award
Stock moves to where demand actually is, cutting stockouts and lost sales across four stores.
Psycho Bunny Store Replenishment Agent
Products stay eligible, competitive, and actionable when an AI shopping agent does the researching, comparing, and buying.
ReFiBuy Agentic Commerce Optimization
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
Manual extraction and reconciliation fall from weeks to days, and days to hours.
Seekr Benefit Plan Audit Agents
Every completed load invoices itself from its own paperwork, at 10,000 to 15,000 bills of lading a month in production.
Seekr Bill of Lading Invoicing Agents
The initial deployment identified a multi-million-dollar revenue recovery opportunity across about 5% of North American locations.
Seekr Contract Intelligence Agents
Field associates find and correct shelf problems on the first visit, and every visit leaves an auditable record for the brands served.
Seekr Retail Planogram Vision Agents
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
A merchant payment journey is assessed end to end with evidence, and without a questionnaire.
SPARk Payment Journey Assessment Agent
Wholesale buyers place and change orders in plain language, and see the price they will actually pay.
SynapseAI B2B Wholesale
AI Exchange HackathonCampaigns 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
Every promoted item is checked against the source of truth, with problems surfacing in minutes, not weeks.
Wegmans Marketplace Validation Agents
AI Exchange Hackathon
Agentic-driven self-service analytics, AI-built dashboards, natural language querying and AI-enabled exception reporting. From manual to automated insights.
Xfuze Agentic Insights Application
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
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.