giro
In stealth · 2026
AI-native vendor management for grocery, retail & distributors

Helps your buyer decide
what to order.

Giro runs the full procurement loop, from RFQ to PO to 3-way match, autonomously. Your buyer reviews one morning digest.

Grocers in pilot conversations
giro.app / morning-brief06:42 AM
Tuesday brief · auto-generated

Good morning, Eric.

Multi-day lookahead · queued actions · flagged risks

Awaiting your approval · max-price ceilings honoredApprove all →
01 / Problem

Buyers reconcile hostile systems by hand. Every week.

POSCSV · daily
ERPRead-only
Supplier inboxesEmail · unstructured
InvoicesPDF · OCR
Source 01

POS

What sold, when, at which checkout. Sometimes.

CSV · daily export
Source 02

ERP / Inventory

What's actually on hand, in cases, with backorders.

SQL · read-only view
Source 03

Supplier inboxes

What's on offer, this week's deal, who's running short.

Email · unstructured
Source 04

Invoices

What was actually paid, line by line, after the fact.

PDF · OCR & pray
giro

One screen. Every morning.

Giro reads all sources, reconciles them, and produces a single brief: what to order, how much, from which supplier, and the max price worth paying.

02 / Upside

Catalogs split into three groups. Only one gets attention.

ABCABCSKUs ranked by sales volume →volumeSKUs ranked by sales volume →volume
C items · our starting wedge

The unattended margin.

Specialty oils, sourdough starter, heirloom passata. Higher margin per unit, ordered by intuition or not at all.

Why we start here. Buyers don’t have time for the long tail. Taking C off their plate frees hours and unlocks margin.
Buyer attentionlow
Volume per SKUlow
Margin per unithigh
03 / GIRO

Eight steps. One buying agent.

Giro isn't a dashboard. It runs the procurement loop end-to-end, every night, on its own.

STEP 01
Poll the data.
Reads inventory and reorder points from the ERP and POS. Flags every SKU under threshold.
Inngest · cronSKUs under threshold
STEP 02
Generate RFQs.
Drafts quote requests for every approved vendor, including substitute SKUs where they exist.
Resend · email12 sent
STEP 03
Parse replies.
Reads each supplier's free-text email. Extracts price, lead time, MOQ, caveats. Flags low-confidence parses.
Claude Sonnet 4.5+ confidence flag
STEP 04
Score & recommend.
Weighted score across price, lead time, and MOQ. Picks a winner with a one-sentence rationale.
Deterministic+ rationale
STEP 05
Generate the PO.
Auto-approves below the buyer's threshold. Above it, queues for review. Writes back to the ERP.
ERP write-backPO drafted
STEP 06
Chase confirmation.
Follows up on unconfirmed POs on a schedule. Escalates instead of going silent.
Scheduled fan-outcapped retries
STEP 07
Three-way match.
PO vs receipt vs invoice. Quantity or unit-price drift beyond tolerance is flagged with a discrepancy email.
Auto-resolveor queue
STEP 08
Send the digest.
One email to the buyer. Approvals queued, OTIF outliers, overdue confirmations. The morning brief above is real output.
Daily@buyer
Vendors · reply by email · never log inBuyer · reviews 1 digest · approves exceptionsSystem · runs nightly · self-retries on failure
04 / Team

Three founders. One
obsession with procurement.

Rafa Carlos
Co-founder

Rafa Carlos

Operator-led. Has lived the procurement problem from inside the warehouse.

Sayuri Magnabosco
Co-founder

Sayuri Magnabosco

Engineer by training. Spent years embedded with operators, turning fuzzy frustration into precise requirements.

Eric Hashimoto
Co-founder

Eric Hashimoto

Ships the product. Translates the chaos of supplier inboxes and ERP exports into one screen the buyer can act on.

If you run a grocery operation,
we want to talk.

We're taking a small number of design-partner pilots before public launch. Giro runs on your data, on your existing systems.

Stealth · founders reply every request