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Where AI and automation deliver
the biggest impact

Real scenarios from practice: problem, solution, result. This is what digitalization looks like when it pays off.

Automation

AI Email & Request Processing

Automatic classification, assignment, and response to incoming emails and client requests.

Problem:

The team spent 3+ hours daily manually sorting and forwarding emails. Slow responses, lost requests.

Solution:

AI classifies emails by content, assigns them to the right department, and automatically responds to common questions.

Result:

80% less manual email work, response time under 5 minutes instead of hours.

AI Agent

Internal Document Chatbot

An AI assistant that knows your internal policies, manuals, and documents. Answers employees in real time.

Problem:

Employees searched through dozens of documents. Frequent questions to HR and IT took hours.

Solution:

AI chatbot connected to the company knowledge base. Understands context, cites sources, learns from feedback.

Result:

60% fewer internal helpdesk tickets, answers in seconds instead of hours of waiting.

Automation

Quote Generation Automation

A system that automatically generates price quotes based on parameters and sends them to clients.

Problem:

Sales reps spent 45 min on each quote. Manual data copying from CRM, formatting, sending.

Solution:

Automated quote generator connected to CRM and pricing. Sales rep fills 3 fields, system generates PDF.

Result:

Quote in 2 minutes instead of 45. Consistent format, zero pricing errors.

Custom System

Approval Workflow

A digital approval process instead of emails, papers, and spreadsheets. Overview, notifications, audit trail.

Problem:

Approving orders, leave requests, and invoices via email. No overview, no history, frequent delays.

Solution:

Web system with defined approval steps, automatic notifications, and complete audit trail.

Result:

3x faster approvals, full transparency, zero "lost" requests.

AI Agent

Smart Dashboard & Reporting

Automatically generated reports and dashboards with AI recommendations. Data from multiple sources in one place.

Problem:

Managers spent hours copying data from various systems into Excel. Reports were outdated before being sent.

Solution:

Live dashboard connected to CRM, ERP, and other sources. AI alerts on anomalies and suggests actions.

Result:

Real-time reports, 5 hours per week saved on manual reporting.

Custom System

CRM, ERP & System Integration

Elimination of manual data transfers between systems. One entry = update everywhere.

Problem:

Data was manually retyped between CRM, invoicing, and inventory. Errors, duplicates, inconsistency.

Solution:

Integration layer that synchronizes data between systems automatically and in real time.

Result:

Zero manual data transfers, consistent information across the entire company.

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