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Beverage B2B & D2C

One manager. Four departments. Fully automated.

Matcha Si was growing its wholesale network across Serbia while running sales, customer support, inventory, and finance manually. We audited the full operation and rebuilt it.

By Nikita Zhylkin & Kira Gusak, Co-founders at DigX Agency

€50K+/yrOperational value recovered
1,500+Hours eliminated per year
40/moAI outreach messages
4Departments transformed
Client catalogScroll to browse, click to enlarge01 / 04
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Real product screens, client data blurredScroll down or back

The challenge

Matcha Si serves B2B clients across Serbia, cafes, restaurants, resellers, with client-specific pricing, delivery thresholds, and payment terms. Alongside wholesale, they manage B2C orders, inbound partnership requests, and multi-channel inventory. All of it ran manually across email, Telegram, Instagram, WhatsApp, and spreadsheets.

Every B2B order processed by hand

Custom invoice per client, manual stock update, courier handoff, 15-20 minutes per order, no exceptions.

No visibility across channels

B2B, D2C, and marketplace stock tracked separately. One oversold, another overstocked, nobody knew.

Partnership inquiries handled one by one

3-4 inbound inquiries per day. Each one researched, qualified, and followed up manually.

Finance run from spreadsheets

Revenue by client, by channel, by product, all assembled by hand before every meeting.

The Operating Model

Four departments. One operator.

We audited sales, customer support, inventory, and finance, then rebuilt each one to run without a person in the loop. What used to take two managers now takes one.

Sales

Before

Orders by hand across email, Telegram, and Instagram.

Automated

Self-serve B2B portal with per-client tiered pricing and automated reorder reminders.

Customer Support

Before

Every price, status, and invoice question routed through a manager.

Automated

Partners self-serve their catalog, order history, and invoice archive.

Inventory

Before

Spreadsheets with no sync: constant stock drift and overselling.

Automated

One stock source synced in real time across Shopify, B2B, and direct orders.

Finance

Before

Invoices and reporting built by hand, client by client.

Automated

Auto-generated Serbian invoices, a live ledger, and real-time dashboards.

One operator oversees everything.

Two managers became one. Founder time moved from operations back to growth and partnerships.

What we built

A complete operational platform across four areas: a self-serve B2B ordering portal, client and order management, the automation engine that runs them, and real-time financial dashboards, all connected to Shopify, Telegram, and the team’s existing tools.

Phase 01

B2B ordering platform

Each wholesale partner gets a personal portal with their own pricing tier, delivery thresholds, and full order and invoice history. They place orders independently: no WhatsApp, no back-and-forth.

Live progress to the next discount and free delivery.

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Phase 02

CRM & client lifecycle

Every partner is managed in one place: onboard new clients, set custom pricing, create orders on their behalf, and track the full pipeline.

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Phase 03

Automation

The engine behind it all. A new order fires a one-tap approval to Telegram; approval auto-generates the Serbian invoice and emails it. Reorder reminders go out when a partner goes quiet, and B2C orders from the Telegram channel are parsed in automatically.

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Phase 04

Financial dashboards

Orders, revenue, and active partners at a glance, plus the full per-partner pipeline and auto-generated Serbian Faktura invoices, updated in real time with no manual data entry.

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The results

Four departments transformed. One manager runs what previously required two. The sales pipeline grows on autopilot.

€50K+

Operational value recovered per year

One manager now runs what previously required two.

1,500+

Hours eliminated per year

Order processing, partnership inquiries, inventory reconciliation, customer support, and financial reporting, all automated.

40/mo

AI outreach messages

Personalised partnership proposals sent automatically to qualified prospects.

4

Departments transformed

Sales, customer support, inventory, and finance, each rebuilt around automation.

B2B orders

Before15-20 min manual per order
AfterOne-tap approval

Partnership inquiries

Before3-4/day handled manually
AfterAI agent qualifies and follows up

Sales outreach

BeforeDone by hand when time allowed
After40 automated outreach per month

Inventory

BeforeManual spreadsheet, no sync
AfterReal-time across all channels

Financial reporting

BeforeManual data entry
AfterAutomated dashboards

Team size

Before2 managers
After1 manager overseeing everything

Your fractional technical team for operational change.

We cover the technical and strategic sides of AI transformation. We design solutions that actually work in the business, implement them end to end, and never overcomplicate where a simpler path will do.