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Home/Services/Automation & Analytics/Demand Forecasting & Planning

Demand Forecasting & Planning

Stock what you'll actually sell, not what you guessed.

AI forecasting that predicts what you'll actually need.

Schedule a consultation →

30 minutes. You leave with a written plan, whether or not you hire us.

The Problem

What it's costing you.

01Inventory Blind Spots

Inventory decisions are a gut call, made by whoever's placing the order that week.

8% — of stock lost to waste.

Inventory Blind Spots
Live

of stock lost to waste

8%

02Traceability Gaps

Cash sits tied up in overstocked slow-movers while fast-movers run out.

+70% — higher recall cost without it.

Traceability Gaps
Live

higher recall cost without it

+70%

03Manual Quoting

Seasonal demand swings catch procurement off guard every year.

4 hrs — response window before win rate drops.

Manual Quoting
Live

response window before win rate drops

4 hrs

Inventory Blind Spots
Live

of stock lost to waste

8%

Included

What you get.

Demand Model Build

Trained on your real sales history.

Inventory Optimization

Stock levels matched to actual demand.

Seasonal Planning

Swings anticipated, not reacted to.

Procurement Alerts

Reorder signals before you run out.

Tech Stack

The stack.

PythonPythonNode.jsNode.jsGraphQLGraphQL

Vs. Alternatives

Not the usual choice.

Manual Spreadsheets

Reports compiled by hand, always at least a day behind reality.

Enterprise BI (Tableau, SAP Analytics)

Priced and built for large enterprise data teams, not a single plant.

Cluxn

Recommended

Purpose-built dashboards and models connected directly to your real data.

Built for your operation
Support after go-live
Fixed, predictable timeline
No lock-in — you keep ownership

Process

The timeline.

1
2
3
4

01

Sales Data Audit

Review your sales history
Seasonality
Current forecasting approach

Weeks 1–2

02

Forecast Model Build

Demand models trained on your actual sales patterns

Weeks 3–6

03

Integration With Procurement

Forecasts connected directly to your ordering process

Weeks 7–9

04

Monitor & Refine

Track forecast accuracy against actual demand and refine continuously

Week 10

Questions

Common questions.

Ideally 12–24 months, though shorter histories can still produce a usable baseline model that improves over time.

Also in Automation & Analytics:Predictive Maintenance·Quality Automation·Business Intelligence & Analytics

Next step

Ready to see iton your floor?

We will show you the first fix and what it costs. No pitch.

Schedule a consultation →

30 minutes. You leave with a written plan, whether or not you hire us.

01

We listen

You tell us where time or money leaks. 30 minutes, your words.

02

We map it

We show which fix comes first and what it should cost.

03

You get a plan

A written plan in 48 hours. Keep it, even if you never hire us.