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    E-commerce & Retail AI Operating Environments

    From orders, tickets and spreadsheets in every tab to an environment built around how the store actually runs.

    Editorial sketch of a store owner at a laptop beside a shelf of boxed products and a packing table with parcels
    Technology partnerships
    OpenAI Select Partner badgeClaude Code Partner badge
    Where teams are today

    The sale is online, and the work behind it is everywhere.

    Orders, support messages, returns, stock counts, supplier orders and shipping exceptions live in the store platform, the inbox and a few spreadsheets. The owner keeps them connected, one order at a time.

    Where teams are today

    AI can help, but only if the environment understands how an order moves from the cart to the customer, and back when something goes wrong.

    Where we look first

    Three places the store gets lost.

    Orders, support and returns

    Order problems, customer messages and return requests can be organized in one structure, so the team sees what the customer reported and what the policy says.

    Stock, suppliers and shipping

    Inventory, purchase orders and carrier exceptions can move through one record, so a shortage or a delay is seen before the customer asks.

    Listings, promotions and the week

    Product details, campaign dates, reviews and the weekly numbers can be tracked together, so the work around the sale does not slip.

    Who we work with

    Businesses we build around.

    Online stores

    Owner-run stores selling on their own site and on marketplaces.

    Small retail shops

    Shops with a growing online side, stock to keep track of and suppliers to chase.

    Brands with a small team

    Product brands where a few people handle support, fulfillment and buying.

    How we work
    01

    Understand

    We learn how orders, support, returns, stock and suppliers actually move through the business.

    02

    Architect

    We determine the knowledge, workflows, permissions, integrations and controls needed.

    03

    Build

    The company can self-build, co-build with Revuity, or choose full implementation.

    04

    Validate

    For full implementations, we test the environment against real orders, returns and shipments.

    05

    Launch

    We train the relevant people and move the environment into use.

    Pricing

    Choose how much of the build you'd like us to carry.

    Starter

    Guided setup · 12 months of library updates

    $299

    12-Month Plan: $27.41/mo ($328.90 total)

    For online stores and retail businesses that want the Revuity environment structure and want to build it themselves.

    • Environment template
    • Guided operating process
    • Workflow structure
    • Reusable implementation guides
    Teams

    One-time · Self-service · Written for a team

    $499

    12-Month Plan: $45.74/mo ($548.90 total)

    For online stores and retail businesses that want an environment written for the whole team, set up on their own.

    • Role and responsibility guidance
    • Shared workflow instructions
    • Decision boundaries
    • Documented setup
    Custom

    Bounded setup · Agreed written scope · Design for 1 operation

    From $1,199

    12-Month Plan: From $1,318.90 total

    For online stores and retail businesses that want Revuity to lead a bounded setup against an agreed written scope.

    • Agreed written scope and acceptance checklist
    • Design for 1 operation
    • Implementation
    • Validation against the checklist
    Plugins

    Ten workflows for e-commerce & retail, $75.

    One plugin set carries the operational flow of the work. Each workflow organizes, tracks, drafts or flags, and a person makes the decision.

    1. 01

      Order issue triage

      Sorts order problems by what the customer reported and the next step.

    2. 02

      Customer support drafts

      Drafts replies from the policies supplied for staff to review.

    3. 03

      Returns and refund tracking

      Tracks return requests and where each one stands.

    4. 04

      Inventory and reorder planning

      Tracks stock levels and drafts reorder lists for the buyer.

    5. 05

      Supplier and purchase order follow-up

      Tracks open purchase orders and delivery dates.

    6. 06

      Product listing updates

      Drafts titles, descriptions and attribute checks from the product details supplied.

    7. 07

      Promotion and campaign calendar

      Lays out sale dates, offers and the tasks behind each.

    8. 08

      Review and feedback sorting

      Groups reviews and feedback by theme and drafts responses.

    9. 09

      Shipping and carrier exceptions

      Logs delayed and lost shipments and the follow-up for each.

    10. 10

      Weekly sales and inventory review

      Prepares a plain summary of sales, stock and open issues.

    E-commerce & Retail plugin set

    $7510 workflows

    One purchase, all ten workflows for this industry.

    What a purchase includes · All plugins

    Services

    The ways store owners work with us.

    For owners with a product in mind, like a custom storefront or a customer portal, we build it with you from a first version to launch.

    CollabX Premium Website

    $1,600one-time

    A custom-designed website built around your brand, from your existing site or from nothing, with every page written and polished to read well.

    CollabX Product Launch

    $9,500one-time

    We take the product past a first version and get it ready to launch: a production-ready core, deployment, the integrations it needs, agent-ready access where the product needs it, sign-in, payments where they make sense, testing, and launch preparation.

    Claude Forward Deployed Engineering

    $125/hr40-hour minimum, plus a one-time $1,200 set-up fee

    A Revuity engineer works inside your business to build with Claude where your work actually happens.

    Operating boundary

    AI supports the work. The owner remains responsible for the store.

    The environment can support information access, preparation, coordination, communication and recurring workflows.

    Refund, pricing, product safety, advertising and other consequential decisions remain with the owner and the appropriate qualified people.

    Example

    One week, with less lost between the inbox and the warehouse.

    A growing online store has order problems in the inbox, returns in a spreadsheet, stock counts in the platform, and an owner who chases suppliers and carriers between customer messages.

    Revuity maps how an order moves through the business and builds an environment around the tools the store already uses, so support, fulfillment and buying work from clearer shared context.

    Case study

    From scattered productions to one system.

    An independent film production running from a repeatable operating structure
    Film & TV production

    Independent Film & TV Production Company

    An independent film and TV production company ran every production as its own improvised effort. Scheduling, crew and vendor coordination, budgets, and deliverables lived across email, spreadsheets, and group texts, and all of it got rebuilt from scratch each time. The people were capable, there was just no structure that carried over. Revuity Systems mapped how a production actually moves from pre-production through wrap, then designed and built the operating environment with their team, so the structure carries from one production to the next.

    They came back to work with Revuity Systems again after the first build.

    FAQ

    Questions, answered.

    Pencil sketch of two people at one laptop, with their documents, calendar and messages connected around it
    Start here

    Build the environment around how the store runs.

    Tell us how an order moves through your store today, and what happens when it goes wrong. We'll show you what it would take to build the environment around it, without removing the owner's decisions.Bought online, with no sales call.