DecisionX for CPG

Decision AI for CPG

A demand signal, a changeover decision, and a launch call are the same decision chain, not three separate meetings. This is where DecisionX connects NPD, Manufacturing, and Commercial into one traceable story.

3 functions
One evidence chain, not three handoffs
Same-cycle
Demand signal to shelf-ready answer
Zero re-diagnosis
One root cause, reused everywhere it matters

One decision, three functions

Follow a single signal from demand to shelf.

Most "cross-functional" problems are really one signal nobody connected. Here's how the same anomaly moves through NPD, Manufacturing, and Commercial without being re-diagnosed at each handoff.

Stage 01
NPD

A demand signal shows a flavor variant underperforming against its launch forecast in two regions.

Stage 02
Manufacturing

The same SKU's changeover loss is flagged as the line's highest waste driver this quarter.

Stage 03
Commercial

The reformulation and re-launch decision is made with margin, changeover cost, and regional demand in one view, not three separate reviews.

One evidence chain. Three functions reading the same fact, not re-running the same investigation three times.
How DecisionX reasons preview

How DecisionX reasons

Five layers, one decision.

Every signal above, demand, changeover, or margin, moves through the same reasoning arc before it becomes a decision. This is the operating model underneath NPD, Manufacturing, and Commercial.

OUTCOMES FEED BACK INTO SIGNALS

The three pillars

Deep in each function, connected across all three.

Each pillar below runs its own full decision lifecycle in depth on its own page. Here's the summary of what each one owns.

01

CPG NPD

New product launch decisions grounded in demand and distribution signals.

  • Forecast launch demand against distribution and shelf constraints
  • Diagnose why a launched SKU is under- or over-performing its forecast
  • Prioritize the reformulation or re-launch option by margin impact
Explore CPG NPD
02

Manufacturing Excellence

Plant performance, quality and yield decisions built on production data.

  • Diagnose today's actual line bottleneck, not yesterday's
  • Attribute yield loss to the process step where it actually occurs
  • Decide make vs. buy inside a booking window that closes fast
Explore Manufacturing Excellence
03

Commercial Excellence

Pricing, promotion and channel decisions grounded in commercial signals.

  • Reconcile demand and margin before any allocation is trusted
  • Set the discount-depth structure per SKU and channel
  • Allocate the fixed trade budget across the calendar
Explore Commercial Excellence

The System

Why this needs one system,
not three handoffs.

No re-diagnosis

The bottleneck found on the line doesn't get re-investigated by Commercial as a demand problem.

One evidence chain, reused at every handoff

No blind handoffs

Commercial finds out about a changeover cost spike before the re-launch decision, not after.

Every function reads the same fact

One margin view

Reformulation, changeover cost, and demand sit in one view, not three spreadsheets.

Not three separate numbers that don't add up

Decision AI for CPG

Stop re-diagnosing the same signal three times.

See DecisionX connect your demand, plant, and shelf data. First value in 15 days.