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Automated Seasonal HVAC Demand Forecasting

Every Monday, WebRun opens Savance Enterprise (Klipboard), compares this season's sell-through by SKU against the same week last year, checks current order value in Xero, and posts purchasing a ranked forecast of which equipment lines to stock up before demand peaks.

Runs on WebRun · Strict Lockdown policy
Every Monday at 6:00 AM WebRunorchestrates each step
1 Savance Enterprise (Klipboard) compare sell-through to last season
2 Xero check current order value by line
3 Slack post the ranked stocking forecast
In short

How do I forecast seasonal HVAC equipment demand before I run short?

WebRun compares this week's sell-through by SKU in Savance Enterprise (Klipboard) against the same week last season, checks Xero for current order value and any open purchase orders on flagged lines, and posts purchasing a ranked Slack forecast of which equipment is running ahead of pace, so they can stock up before demand peaks.

  • Purchasing sees which equipment lines are outpacing last season every Monday
  • Fast movers with no open purchase order get flagged before they run out
  • Stocking decisions are based on this year's actual pace, not guesswork

Built for HVAC wholesale distributors · purchasing managers · branch inventory planners · distribution operations teams

Step by step

What does WebRun do on every run?

The exact actions WebRun takes, in order - in plain language, so you can adjust anything.

  1. WebRun signs in and gets to work

    Opens klipboard.com/login in a real browser with your saved login - no setup, no API keys.

  2. 1
    Savance Enterprise (Klipboard) - compare sell-through to last season
    klipboard.com
    WebRun in Savance Enterprise (Klipboard): compare sell-through to last season
    WebRun opens Savance Enterprise (Klipboard) to compare sell-through to last season.
    • Open Savance Enterprise (Klipboard) and pull sell-through by SKU for the current week
    • Compare it against the same calendar week last season
    • Flag any SKU tracking more than 15 percent above or below last year's pace

    Done when Every major SKU has this week's sell-through compared to last season.

  3. 2
    Xero - check current order value by line
    xero.com
    WebRun in Xero: check current order value by line
    WebRun opens Xero to check current order value by line.
    • Open Xero and pull the current order value booked for each flagged equipment line
    • Note which lines already have purchase orders in flight and which do not

    Done when Each flagged SKU shows its booked order value and open purchase order status.

  4. 3
    Slack - post the ranked stocking forecast
    slack.com
    WebRun in Slack: post the ranked stocking forecast
    WebRun opens Slack to post the ranked stocking forecast.
    • Post a ranked list of SKUs to purchasing, fastest movers first
    • Note which flagged lines have no open purchase order yet
    • Leave the reorder decision and quantities to your purchasing team

    Done when Purchasing has this week's ranked stocking forecast in Slack.

Run settings

How is each run configured?

Starting pageWhere Chrome opens at the start of each run
klipboard.com/login
ScheduleRuns automatically on this cadence
Every Monday at 6:00 AM
DeliveryHow each run's result reaches you
Stocking forecast · Slack
OutputWhat each run produces - A ranked list of equipment lines running ahead of or behind last season's pace, with current order coverage for each.
Text
Setup & safety

Secure by default

Connect once, stays signed in

WebRun signs in once and keeps each session in a persistent environment, so every run picks up right where it left off.

Your credentials stay in your own private environment - WebRun never stores your passwords.
Strict Lockdown

Every action is checked against this policy before it runs.

Domains ALLOWLIST
Typed input ALLOW
Shell command BLOCK
File uploads BLOCK
Runs in a contained environment More on policies
Good to know

Questions, answered

Does it place purchase orders for us?

No. It only ranks which equipment lines are running ahead of or behind last season's pace. Your purchasing team decides what and how much to order.

What counts as running ahead or behind pace?

Any SKU whose sell-through is more than 15 percent above or below the same calendar week last season, a threshold you can adjust.

Where does the order coverage number come from?

It reads the current booked order value and open purchase order status for each flagged line directly from Xero, so the forecast reflects what is already on the way.

Put this on autopilot.

Turn it on in minutes - or have our team set it up for you.