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

A late sell-out view is a late commercial decision.

AI teammates for commercial teams that turn fragmented market data into action before Monday.

PromptRails consolidates distributor sell-out, reviews promotion performance, coordinates launches, and turns field reports into ranked exceptions. Your commercial team decides what moves.

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

The market moves every day. Your data should not arrive Friday.

ONE MARKET · FIVE HANDOFFS05Five owners from signal to commercial action.
01Sell-outData waits
02PromotionROI hides
03LaunchLaunch slips
04ShelfShelf empties
05DecisionDecision lags

Distributor reports arrive in different files, units, currencies, and SKU names. Someone spends the first days of the week making the data comparable instead of deciding where to act.

Promotions close without a clean ROI view. Launch blockers sit across production, logistics, sales, and marketing. A field report arrives after the shelf problem has already become a lost week.

PromptRails maps the source files to your commercial model, drafts the report or alert, and sends the exception to the account owner with the evidence attached.

Where commercial speed leaks

The data is there. The decision arrives late.

Commercial teams do not need another dashboard. They need the next exception, with enough context to act on it.

01 · SIGNAL

Sell-out stays fragmented

Distributor reports arrive in Excel, PDF, CSV, email, and shared drives with different product codes.

AI teammate

Ingests the files, maps SKUs, normalizes units and currency, and prepares the channel view.

The team starts the week with a comparable number.

02 · ROI

Promotion performance hides

Baseline, trade spend, and promotional sell-out are calculated for only the campaigns someone has time to inspect.

AI teammate

Matches the promotion inputs, calculates uplift and cost per incremental case, and flags cannibalization.

Every promotion gets a decision-ready card.

03 · LAUNCH

The launch slips in email

Packaging, listing, logistics, POS, and field briefings have no shared owner for the next overdue step.

AI teammate

Tracks the launch checklist across functions and escalates blockers before the launch date.

The team sees the blocker while there is still time to move it.

04 · SHELF

Field intelligence arrives late

Visit reports, photos, and stock counts pile up until the commercial meeting.

AI teammate

Ranks out-of-stocks, price issues, and competitor moves by account value and urgency.

The field team gets exceptions, not a pile of reports.

Named work

One owner for every commercial handoff.

The data is prepared automatically. The commercial decision stays with the account owner.

01AI teammate

Sell-out consolidation

Maps distributor files to the master SKU list, normalizes the numbers, and prepares the channel and account view.

02AI teammate

Promotion ROI

Matches baseline, promotional sell-out, trade spend, and execution data to draft the ROI card.

03AI teammate

Launch coordination

Reads the launch checklist across functions, surfaces overdue owners, and prepares the weekly status.

04AI teammate

Field alerts

Ranks visit reports, shelf photos, and stock issues so key-account managers see the exceptions first.

How the first job starts

Start with one market signal. Prove the response time.

Keep the stack

Your systems stay. The handoffs move.

Connect distributor files, syndicated data, CRM, promotion records, field reports, and spreadsheets. Nothing migrates; the commercial context becomes usable.

1

Systems stay

Connect distributor reports, CRM, promotion records, and field intelligence.

2

Choose the handoff

Sell-out, promotion ROI, launch coordination, or the shelf issue nobody has ranked.

3

Run with a reviewer

One named job prepares the report or alert. The commercial owner decides.

4

Connect the next

Link the signal to the launch, account, and field action that follows.

INGEST → MAP → RANK → DRAFT → REVIEW → ACT

Who decidesCommercial Director · Category Lead · Key Account Manager · Sales Operations

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 commercial 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 winning shelf space, not consolidating spreadsheets.

Start with the sell-out, promotion, or launch workflow that creates the most spreadsheet work.