Audit
Implementation
Case Studies
About
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.

€50K+/yr
Operational Value Recovered
1,500+
Hours Eliminated Per Year
40/mo
AI Outreach Messages
4
Departments Transformed
Challenge

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.

Inbound partnerships handled manually

3–4 new inquiries per day, each requiring back-and-forth communication, qualification, and CRM entry.

Inventory lived in spreadsheets

No sync between Shopify, B2B wholesale, and direct orders. Stock discrepancies were constant.

Two managers to run it all

Customer support, order processing, sales outreach, financial reporting — all dependent on people, not systems.

Solution

What We Built

A full operational rebuild across four departments: sales, customer support, inventory, and finance.

01

AI Audit

We interviewed stakeholders across B2B sales, customer support, operations, and finance. Mapped every process, identified the highest-impact automation opportunities, and built the implementation roadmap before writing a single line of code.

02

B2B Client Portal

Each wholesale client gets a personal cabinet with their own pricing tier, delivery thresholds, and promotional conditions. Clients progress through loyalty tiers — better prices unlock automatically as order volume grows. Free delivery progress bar, one-click reordering, full invoice archive.

03

Reorder Intelligence

The platform tracks each client’s ordering patterns. When an expected reorder doesn’t arrive within the usual window, an automated reminder goes out. Churn risk flagged before it becomes lost revenue.

04

Unified Stock Database

One inventory source synced in real time across Shopify, the B2B portal, and direct orders. Every purchase in any channel updates stock automatically. No manual reconciliation, no overselling.

05

Sales AI Agent

Two directions handled automatically. Inbound: the agent scans incoming emails for partnership inquiries, qualifies them, runs the follow-up sequence, and adds converted leads to the CRM. Outbound: send a link to a cafe or retailer, and the agent researches the prospect and sends a personalised outreach proposing collaboration.

06

B2C Customer Bot

Handles customer inquiries, order status questions, and product information directly. No manager involvement for routine support. One person now oversees the full operation instead of two.

07

Financial Dashboards

Automated reporting across B2B partners and revenue streams. Sales by client, by product, by channel — updated in real time without manual data entry.

Results

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. Founder time redirected from operations to growth and partnerships.

1,500+
Hours Eliminated Per Year

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

40/mo
AI Outreach Messages

Sent automatically. 20% convert to new B2B partners. The sales pipeline grows without sales effort.

0
Stock Discrepancies

Inventory syncs across all channels in real time. No overselling, no manual reconciliation.

Before & After

B2B Orders
Before
15–20 min manual per order
After
One-tap approval
Partnership Inquiries
Before
3–4/day handled manually
After
AI agent qualifies and follows up
Sales Outreach
Before
Done by hand when time allowed
After
40 automated outreach per month
Inventory
Before
Manual spreadsheet, no sync
After
Real-time across all channels
Financial Reporting
Before
Manual data entry
After
Automated dashboards
Team Size
Before
2 managers
After
1 manager overseeing everything

Your fractional technical team for operational change.

The technical partner most growing companies don’t have internally. We bring the judgment to tell you what’s worth building, the experience to build it, and the honesty to say when a simpler fix is enough.

Matcha Si Case Study — Full Operational Rebuild | DigX