AI for CPG Manufacturing Operations

Most CPGmanufacturers lose$500K–$1.5Mper year.

We find it. Prove it. Fix it.

Fixed-fee assessment identifies your losses. 90-day pilot with a money-back guarantee proves we can recover them. Then we deploy the automation that fixes it permanently.

Money-back guarantee on all pilots. You own 100% of the code.
Operations Monitor
LIVE

STAFFING COVERAGE

was 71%

0%

+38%

UNPLANNED DOWNTIME

was 4.2 hrs/wk

0.0 hrs/wk

−86%

CHANGEOVER TIME

was 47 min

0 min

−34%

COMPLAINT TRIAGE

was 4.5 hrs

0 min

−93%

Annual Recovery

typical CPG manufacturer

$0K

per year

Based on 4-module deployment across a single facility

$0.0M

Average annual leakage

Identified per facility, across 8 AI opportunities

0%

Typical capture rate

20–40% of identified losses recovered in year one

<0 days

Pilot payback period

Most pilots return the full investment within the 90-day window

The Process

Find your number. Prove it. Fix it.

Three clear steps. Fixed fees. No hidden costs.

Assessment

On-site visit. We interview your ops team, walk the floor, review your systems, and score 8 AI opportunities with ROI estimates.

Investment$7,500
Timeline2–3 weeks
Deliverable15–20 page report
Pilot

We build and deploy ONE automation module on your target line. Fixed fee. 90 days. Full refund if no measurable improvement.

Investment$15K–$25K
Timeline90 days
DeliverableWorking system, yours to keep
Scale

Prove one works, then expand. More lines, more modules, platform subscription. No forced bundling — your pace.

InvestmentCustom
TimelineYour timeline
DeliverableRecurring ROI

The only AI company that refunds you if it doesn't work

If your 90-day pilot doesn't hit the agreed success metrics, you get a full refund. No questions. No hassle. You keep the report, the code, and everything you learned.

See Full Guarantee →

Who We Work With

Built for CPG manufacturing facilities

$20M–$100M revenue. Any FDA/FSMA-regulated manufacturing environment.

Contract Packagers & Co-packersFood & Beverage FacilitiesBrand Owner ManufacturingNutraceuticals & SupplementsPharmaceutical ManufacturingPersonal Care ProductsPrivate Label ManufacturersToll Manufacturers

What Operators Say

Results, not promises

We were losing two hours every time someone called in sick. Now supervisors get a text that coverage is booked before they even know there's a problem.
Coverage time: 2 hrs → 10 min

Operations Director

Mid-size co-packer, Midwest

The assessment alone was worth it. They found $800K in losses we knew existed but couldn't quantify. The pilot proved we could recover most of it.
Pilot ROI: 6x in 90 days

VP of Operations

Food & Beverage manufacturer, Southeast

FDA audit used to mean a week of scrambling. Now I pull a report in 30 seconds. That alone justified the investment.
Audit prep: 8 hrs → 15 min

Quality Manager

Nutraceuticals manufacturer, California

Let's Talk

Ready to find your number?

30-minute call. No pitch. Just understanding your operation and whether we can help.

Assessment: $7,500  ·  Pilot: $15K–$25K with money-back guarantee  ·  You own all code