Case Study

How Italian Gourmet UK LTD Saved £66,000 a Year on Customer Support with Callin.io

A fast-growing Italian food e-commerce brand replaced two full-time support roles with a team of specialized AI agents - gaining 24/7 coverage across Amazon, eBay, and Kaufland, and giving its CEO back the time he'd lost.

At a glance

• £66,000 - estimated annual savings on customer support costs

• 2 - full-time employees replaced by AI agents

• 5 - specialized AI agents live across Amazon, eBay, and Kaufland

• 24/7 - support coverage, including weekends and holidays

Company Overview

Italian Gourmet UK LTD is a European e-commerce company specializing in the sale of authentic Italian food products through major online marketplaces. Led by CEO Rosario Maisto, the company operates across multiple European countries via platforms like Amazon, eBay, and Kaufland, bringing genuine Italian food to thousands of customers throughout the continent.

The business numbers tell a story of solid growth:

• Approximately €6 million in annual revenue

• 15 employees

• Active presence across multiple European marketplaces

• Thousands of customer interactions every month

But that growth is exactly what created the problem. The more the company sold, the more support requests piled up - and instead of scaling alongside the business, customer support started holding it back.

The Challenge

Selling food online is an operationally delicate business. It's not just about shipping a package - every order carries expectations around freshness, storage, delivery timing, and often real customer anxiety about a perishable product.

Every day, the Italian Gourmet UK LTD team faced a steady stream of requests about:

• Shipping status

• Tracking updates

• Delivery delays

• Lost packages

• Returns

• Refunds

• Order cancellations

• Product information

• Ingredients and allergens

• Storage and expiration dates

The most critical pressure point was Amazon. The marketplace requires sellers to respond to customer inquiries within 24 hours - including weekends and holidays, no exceptions. It isn't a guideline; it's a rule, and breaking it has direct consequences for the business.

Missing these deadlines can lead to:

• Deteriorating seller metrics

• Reduced marketplace visibility

• Algorithmic penalties

• An increase in complaints

For CEO Rosario Maisto, this meant constant, unrelenting operational pressure. Customer support had stopped being a simple back-office function - it had become a strategic risk, capable of affecting product visibility and the health of the entire account.

The Solution: Callin AI Mail Manager

To solve the problem, Italian Gourmet UK LTD implemented Callin AI Mail Manager, Callin.io's AI-powered email automation platform, built to handle customer support at scale without sacrificing quality.

The idea behind the platform is simple but powerful: instead of one generalist team juggling dozens of different request types, you build a distributed AI workforce, where each agent specializes in one precise task.

Within minutes, Italian Gourmet created and deployed several dedicated AI agents, including:

• Amazon Specific Issue Acknowledgement Agent

• Amazon Tracking / Delivery Agent

• Amazon First Response Auto-Reply Assistant

• eBay First Response Auto-Reply Agent

• Kaufland First Response Auto-Reply Agent

Each agent deeply understands the context it operates in - marketplace rules, brand tone of voice, product information - and handles exclusively the request category it was configured for.

How It Works

Callin AI Mail Manager operates on two levels, calibrated to the sensitivity of each request.

1. Fully Automated Responses

For repetitive, data-driven requests, AI agents automatically retrieve the necessary information and respond in real time, with no human involvement. This covers:

• Shipping status

• Tracking requests

• Delivery updates

• FAQs

This layer eliminates most of the repetitive manual work that used to absorb hours of the team's time every day.

2. AI Draft with Human Approval

For more complex or sensitive cases, the AI doesn't respond on its own - it prepares a draft response that a human operator can review, edit, and approve before it's sent. This layer is reserved for:

• Refund disputes

• Sensitive complaints

• Exceptional requests

This gives the company speed of execution without giving up human control in the moments that matter most.

Continuous Learning

One of the most powerful features of Callin AI Mail Manager is its ability to learn continuously from the team's work. Every time a human operator edits a response, approves a draft, or improves the wording, the system learns from that interaction.

Over time, the AI agents become:

• More accurate

• More autonomous

• Faster at resolving issues

The result is customer support that doesn't stay static, but keeps improving - the exact opposite of a rigid, pre-scripted auto-reply system.

The Results

1. Roughly £66,000 in annual savings

The most immediately measurable impact is on cost. Before implementing Callin AI Mail Manager, Italian Gourmet UK LTD needed the equivalent of two full-time customer support employees in the UK to properly manage marketplace communications.

Factoring in total employer cost per role - salary, employer contributions, pension, and operating costs - the estimated cost per employee comes to around £33,000 a year. For two roles, that totals £66,000 a year.

By automating most of its support operations, Callin.io effectively eliminated this cost, without reducing the quality or coverage of the service customers receive.

2. 24/7 coverage without adding headcount

Unlike a human team, AI agents don't work office hours. They handle requests in the evening, on weekends, during holidays, and outside standard business hours - exactly the moments when the risk of missing Amazon's 24-hour window used to be highest.

This let Italian Gourmet consistently meet the SLAs required by its marketplaces, without expanding the team.

3. A major drop in management stress

The benefit that's harder to see in the numbers - but arguably the most significant - is the drop in operational pressure on management. Previously, customer support required constant oversight to make sure no important email slipped through and no deadline was missed.

Today, the process is largely autonomous. That's allowed management to shift focus from reactively managing day-to-day support to driving the strategic growth of the business.

The CEO's Testimonial

For Rosario Maisto, CEO of Italian Gourmet UK LTD, adopting Callin AI Mail Manager had an impact that goes well beyond the balance sheet.

"This application changed my life."

The biggest benefit, he says, wasn't just the cost savings - it was the freedom. He used to be tied to constantly monitoring customer support, especially on weekends and during peak periods, never really able to switch off.

"I no longer have to constantly supervise customer support."

And, perhaps the most telling line of all:

"Now I can actually enjoy my vacations stress-free, knowing the AI agents are working on their own."

That's the kind of ROI a spreadsheet alone can't fully capture.

Conclusion

Italian Gourmet UK LTD's story shows how AI can turn customer support from a costly operational burden into a scalable competitive advantage.

With Callin AI Mail Manager, the company achieved:

• ~£66,000 in annual savings

• 24/7 customer support coverage

• Faster response times

• Reduced operational risk across marketplaces

• Lower management stress

• AI agents that keep improving over time

The bottom line: smarter, faster, and highly scalable customer support. For modern e-commerce businesses operating across European marketplaces, AI-powered support isn't optional anymore - it's becoming a necessity.

Want similar results for your e-commerce business?

See how Callin AI Mail Manager can help you cut customer support costs, guarantee 24/7 coverage, and free your team from repetitive work. Request a demo at callin.io.