Up to 27% more revenue, deployment in 30 minutes, and premium features at non-premium prices.
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VSM-1 is our coordination layer and shared brain behind two things: a new form of Agentic Search on the front end, and an AI workforce operating in the backend. It is trained on hundreds of millions of ecommerce interactions from over five years and learns both how people shop and how ecommerce teams can work more efficient.
The result is a system that does the work with you.
Our background is in eCommerce and AI engineering, and we’ve helped hundreds of commerce companies integrate AI into their existing tech stacks since 2017. Everywhere we looked, we saw the same pattern: customers and expectations had changed dramatically, but ecommerce technologies had not.
On the surface, search, the most important conversion channel, was evolving. Customers started speaking to computers in natural language. But beneath the surface, teams were still integrating traditional keyword or vector search engines. The search backend stayed messy and mostly manual: fixing attributes, rewriting queries, adjusting rankings, tagging images, repairing data by hand.
Search was just the visible symptom. The real problem was the hidden operational work required to keep it alive. So we stopped thinking only about “a better search engine” and started to fix both ends of the problem.
Instead of one big search model, we designed an assembly line of specialized agents, each with a real job.
One AI Agent interprets messy queries and recovers intent in real time.
One AI Agent cleans data and fixes broken attributes.
One AI Agent sets filters and enforces business rules.
... and many more, you get the idea.
Together, they keep both search and the surrounding systems running, improving, and adapting.
Work that used to happen in meetings, spreadsheets, tickets, and manual checks now runs continuously in the background. They are handled by digital team members with responsibilities and outcomes, operating all day.
Our Search UI is only where you notice it. The real shift happens in your operations. A large part of ecommerce becomes autonomous and agentic.
This is the foundation of Agentic Commerce — not a single model, but a coordinated workforce of AI Employees that understand, decide, and act.
What is VSM-1 and how does it improve ecommerce search?
How is VisionAI different from traditional ecommerce search engines?
How can AI search increase conversion rates in an online shop?
Do ecommerce teams still need to manually optimize search?
Does VisionAI replace our existing ecommerce infrastructure?
What keywords describe VisionAI best?
