Results · Chemical & Process Manufacturing

Improve Inventory Accuracy & Balance in Chemical & Process Manufacturing: What It Looks Like

Last updated July 2026

Illustrative scenario based on typical chemical & process manufacturing operations and published industry benchmarks — not a specific customer.

Chemical & Process Manufacturing operations
The outcome

To improve inventory accuracy and balance, reconcile book-to-physical, then rebalance stock so each branch holds what its demand actually needs. Maintained gives one live view across every DC and recommends the transfers that fix imbalance before you buy new.

The starting point

Process plants with reliability-driven spare-parts inventory where obsolescence and duplication accumulate silently. You're overstocked in one branch and out of stock in another, book quantities don't match the shelf, and there's no single view across locations.

What changes

Maintained gives one live view of what's held, what it's worth, and what to do with it. One live view of stock and value across every branch and DC Reconcile book-to-physical to kill phantom stockouts

The outcome

To improve inventory accuracy and balance, reconcile book-to-physical, then rebalance stock so each branch holds what its demand actually needs. Maintained gives one live view across every DC and recommends the transfers that fix imbalance before you buy new.

The economics

20–30%
AI-driven optimization can cut inventory 20–30% while holding service levels, and reduce forecasting error up to 50%.
Epicor / MDM
$1.77T
Inventory distortion — stockouts plus overstock — cost an estimated $1.77 trillion in 2023, about 7.2% of retail sales.
Planster / IHL
83%
83% of distribution executives have implemented AI in at least one function, up from 35% in 2023.
Epicor

Want this result in your chemical & process manufacturing operation?

Tell us where the cash is trapped — excess stock, idle surplus, slow RFQs — and we'll show you the outcome Maintained can unlock.