Fieldwork

The AI Ops Layer for CPG Brands
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Stop paying senior ops people to log into portals.

An AI workforce that pulls KEHE, UNFI, Wegmans, Target, and Albertsons every night — builds the time series your distributors won't give you — and emails your team what to do before the stockout happens.

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What you get on Day 1
7am Daily PO Digest
"Invoice these 6 POs today — $94K." Closes the 7-day lag distributors use to hold your cash.
KEHE + UNFI Inventory Health
Critical / Warning / Healthy by SKU and DC, from sales velocity — not the snapshot KEHE BI gives you.
Stockout Early Warning
Catch a stepwise inventory drop 14 days before it hits zero. Pull revenue forward.
Retailer Portal Automation
Wegmans, Target Partners Online, Albertsons — your team never logs in again.
No New Tool to Learn
Everything arrives by email. No dashboard, no onboarding, no behavior change.
Proof from Loisa

Built inside Loisa ($10M+ CPG, sold in Whole Foods / Wegmans / Target / Sprouts). Runs Loisa's wholesale ops every day. Now licensing to brands like yours.

7+ days
off invoicing lag
3 stockouts
caught month 1
($50K+ each)
8 hrs/week
recovered for
wholesale lead
$15K/yr
consultant retainer
eliminated
Design Partner Offer (first 3 customers): Preferred terms in exchange for a case study and 2 warm intros.
Why no SaaS already does this

Enterprise tools (8fig, KEHE Connect) give you data and leave you to act. The long tail of portals — Wegmans' MS-Access UI, Target's 200-page partner system — is too varied for any generic SaaS to cover. The value isn't the code. It's the operator who knows CPG building it for you.