All productsProduct studioShovon Saha
All products
Interactive prototype · Sample offers · No live checkout
How it works

From “we need this” to “this is the agreement.”

AgentMesh handles the repetitive work between those two moments. Buyers and sellers keep control of the decisions that matter.

Example request
“We need 12 reliable laptops under $1,400 each, delivered to Toronto by September 15, with three-year coverage.”
Instead of

Tabs, calls, forms, and mismatched quotes

AgentMesh returns

Qualified options with the same terms compared

The buyer does

Reviews and approves the final agreement

The complete path

Four steps. Clear responsibility at every one.

01

You describe the result

You

State the item or outcome, budget, quantity, destination, timing, and anything that cannot change.

AgentMesh

Turns your words into a structured brief without making a purchase or contacting anyone outside the approved workflow.

02

AgentMesh finds the fit

You

Review the requirements it understood and correct anything that is wrong.

AgentMesh

Queries connected seller catalogs with read-only tools and removes options that fail the hard requirements.

03

Offers become comparable

You

Choose which trade-offs matter: lower price, faster delivery, better warranty, or a different configuration.

AgentMesh

Normalizes the complete offer and negotiates only within the limits defined by both sides.

04

You decide

You

Review one clear agreement and explicitly confirm-or walk away.

AgentMesh

Shows the final terms and trace. It cannot use a search run to approve checkout on your behalf.

What it is

A controlled buying workflow

  • A structured brief based on the buyer’s outcome
  • Connected seller catalogs queried directly
  • Complete offer terms compared consistently
  • Policy-limited negotiation
  • A separate human approval boundary
  • A visible model and tool trace
What it is not

An autonomous shopping bot

  • It does not purchase merely because a model recommends something
  • It does not give search models payment or messaging tools
  • It does not scrape and pretend every listing is a live offer
  • It does not promise live settlement in the current pilot
  • It does not replace your existing Shopify or commerce system

Simple for the user. Inspectable for the operator.

Most people can stay in the guided buying flow. Technical operators can inspect the runtime, configure read-only tools, or test locally with Ollama and LM Studio.