Medici

Analytica

Real AI implementation

Examples of how AI is changing the way companies work — concrete numbers and results from real deployments.

Calculate your savings potential

Enter your team's parameters to see how much time and money AI could save you by automating routine tasks.

10
500
2 h
60%

Estimated AI benefit

Monthly cost savings

126,000

Yearly savings potential

1,512,000

Freed-up capacity: 252 hours / month

* This calculation is indicative and based on average data from our implementations. Actual impact depends on the specific workflow.

Logistics company (50+ employees)

Customer Support Automation

Problem:

The team spent 4 hours a day triaging emails and answering shipment status questions.

Solution:

Deployment of an AI agent connected to the internal ERP system for automatic replies and prioritization.

75%

Time saved

3x

Productivity

40%

Cost reduction

Before AI

Manual work

With AI

Remaining oversight

"3.5 hours saved per day per support agent."

B2B electronics reseller

AI Sales Agent for E-commerce

Problem:

Website inquiries were handled with a 2-4 hour delay, leading to low conversion on hot leads.

Solution:

Deployment of an AI agent that instantly analyzes the inquiry and sends a relevant offer or schedules a meeting.

95%

Time saved

45% conv.

Productivity

60%

Cost reduction

Lead response speed

Standard process~ 2 hours
AI Sales Agent< 15 seconds

+45%

Conversion

24/7

Availability

Law and consulting firm

AI Knowledge Base Assistant

Problem:

Junior staff lost dozens of hours a month looking up information in 10+ years of document archives.

Solution:

Semantic search over the archive (RAG) that provides answers with citations to specific documents.

90%

Time saved

2x

Productivity

25%

Cost reduction

Information lookup speed

Traditional search15-20 minutes
AI Knowledge Assistant15 seconds

98%

Answer accuracy

-80h

Monthly / team

Growing tech startup

AI Candidate Screening

Problem:

Every position received hundreds of resumes, and manual screening took the HR team days.

Solution:

An AI system that automatically scores resumes against the position's requirements and surfaces the top talent.

98%

Time saved

5x

Productivity

70%

Cost reduction

Screening 100 resumes

8h

Recruiter

3m

AI Scorer

"AI pre-selects the TOP 5 candidates based on your specifications immediately after application."

Cyber Forza — a real security audit

Two real findings from authorized testing

Unlike the illustrative examples above, these are real (anonymized) findings from authorized testing on our own infrastructure. We use the same methodology — reconnaissance, enumeration, vulnerability verification, and a severity-based report — on client networks.

Information disclosureSeverity: Low-medium

A device that talks without logging in

A common network device disclosed its model, firmware version, and a complete map of internal functions without any login — exactly what an attacker needs to hunt for vulnerabilities. Sensitive controls were protected, so this was a real but bounded risk.

Full compromiseSeverity: Critical

A forgotten device as an open door

An "unimportant" device was running ten-year-old software with a publicly known exploit and was reachable via a default password the owner believed had long since been changed. The easiest way into the network wasn't through the servers — it was through what nobody was watching.

More about the security audit

Where in your business would AI investment pay off the fastest?

Start with a short AI Opportunity Sprint. Together we'll identify the processes that make the most sense to automate first.