Enterprise AI that does the work: one named job, governed from the first run.Map your first AI teammate
Industries · Retail

A missed replenishment becomes an empty shelf. A late close becomes a late decision.

AI teammates for retail teams that turn store signals into the next action.

PromptRails connects sales, stock, replenishment, supplier, and store-execution signals. Your retail team reviews the exception before it affects the customer.

Connects to the systems this team already runs
How retail actually runs

The customer sees the shelf. The business runs on what happens behind it.

ONE STORE · FIVE HANDOFFS05Five owners from demand signal to commercial result.
01DemandDemand shifts
02ReplenishmentStockout hides
03SupplierSupplier slips
04StoreExecution misses
05CashMargin fades

Sales, inventory, store visits, promotions, supplier confirmations, and finance live in different views. The central team joins them manually when a store misses its number.

A replenishment risk appears after the shelf is empty. A promotion runs without execution. A supplier delay is found in a message after the store has already lost the weekend.

PromptRails connects the signals, ranks the exception, drafts the next store or supplier action, and leaves the decision with the retail owner.

Where retail margin leaks

The store is the last mile. The leak starts earlier.

Retail speed is not only a store problem. It is the delay between a signal and the person who can act on it.

01 · AVAILABILITY

The shelf goes empty

Demand moves, but replenishment, inventory, and incoming stock are not read together until the store reports the gap.

AI teammate

Compares sales velocity, inventory, inbound stock, and store thresholds; drafts the replenishment exception.

The team acts before availability becomes a lost basket.

02 · EXECUTION

The promotion misses the store

Price, display, POS, and stock instructions move across separate store and field channels.

AI teammate

Tracks the promotion checklist, ranks missing execution, and prepares the store-specific follow-up.

The campaign reaches the shelf it was funded for.

03 · SUPPLY

The supplier confirmation slips

A delivery date changes in the supplier thread while the store plan still assumes the original promise.

AI teammate

Checks confirmations against the store and replenishment plan and drafts the chase or escalation.

The team has time to protect the next selling window.

04 · FINANCE

The margin view arrives late

Sales, markdowns, stock, and supplier terms are reviewed in separate reports after the week has closed.

AI teammate

Brings the commercial inputs together and drafts the exception view for the finance or retail lead.

The next action starts with the current number.

Named work

One owner for every store handoff.

The central team sees the exception. The store and category owners decide what happens next.

01AI teammate

Replenishment

Reads sales velocity, stock, inbound supply, and thresholds to prepare the store-level replenishment exception.

02AI teammate

Store execution

Checks promotion, display, POS, and stock evidence and queues the missing store action.

03AI teammate

Supplier follow-up

Compares supplier confirmations with the store plan and drafts the chase before the selling window is lost.

04AI teammate

Retail finance

Connects sales, markdown, stock, and terms to surface the margin movement that needs a decision.

How the first job starts

Start with one store signal. Prove the availability.

Keep the stack

Your systems stay. The handoffs move.

Connect POS, retail ERP, inventory, supplier messages, store reports, CRM, and spreadsheets. Nothing migrates; the store signal reaches the right owner.

1

Systems stay

Connect POS, inventory, supplier channels, store reports, and retail finance.

2

Choose the handoff

Replenishment, execution, supplier delay, or the margin view that arrives late.

3

Run with a reviewer

A named job ranks the exception. The retail owner approves the next action.

4

Connect the next

Link demand to supplier, store execution, and financial result.

READ → COMPARE → RANK → DRAFT → REVIEW → MOVE

Who decidesRetail Director · Category Manager · Supply Chain Lead · Finance Lead

Control without slowing the work

A human can stay in the loop. by design.

01

Put a person on any action you name. That is a setting, not a separate product.

02

Every run is on the record: what happened, why, and which source it read.

03

Set the monthly ceiling. Spend never passes the cap you set.

04

Your data is not used for training. Identifying details are masked before processing.

Before you ask

What the retail director asks first.

No. PromptRails connects to the ERP, CRM, project tools, portals, and spreadsheets you already run. It sits on top; nothing migrates.

Yes. Any action you name can require review. It is a simple control setting, not a slower operating model.

It stays in your environment. Identifying details are masked before processing, and your data is not used to train models.

Usually around two weeks from the first conversation to the first named job running in review mode.

Correct it once and the correction is kept for comparable work. You do not need to retrain a model.

Pricing follows the first workflow and its scope, not a seat or agent count. We size it together in the first conversation.

Your team should be improving availability, not hunting store signals.

Start with the replenishment, execution, or supplier workflow that creates the most exception work.