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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

Requests, approvals, and deployment without a single manual step

Complete automation from request submission through approval to deployment in the target system.

Problem:

Requests were created manually, approvals happened over email, and results were manually retyped into other systems. A slow process full of errors and delays.

Solution:

A web-based form server where requests are created, automatically routed through approval workflows, and upon approval communicate directly with external system APIs. Zero manual intervention.

Result:

The entire process from request creation to deployment in the target system runs automatically. Zero manual retyping, faster processing, complete audit trail.

Custom System

IT management without IT skills: when users help themselves

A web interface that makes infrastructure management accessible to people without technical background.

Problem:

Managing a DHCP server required a sysadmin with server access and command-line expertise. Regular users had to wait for IT for every change.

Solution:

A simple web interface where users enter only the required data. Records can be created, edited, and deleted without technical skills. Management through a few clicks instead of command line.

Result:

IT department freed from routine tasks. Regular users manage records themselves. Real-time changes, fewer errors, no waiting for an admin.

AI Solution

From thousands of log lines to answers in seconds

An AI platform that automatically analyzes system logs, categorizes events, and lets you ask questions about data in natural language.

Problem:

System logs accumulated in massive volumes without any structure. Finding root causes meant manually searching through thousands of lines. Reports were created manually and often too late.

Solution:

LogMind intelligent syslog server combining three AI layers: automatic log categorization, AI-generated reports, and a chatbot where admins ask questions about data in natural language.

Result:

Admins find root causes in seconds instead of hours. AI automatically categorizes and prioritizes events. Reports generate themselves. The chatbot answers questions like "what happened yesterday on server X?".

Custom System

Search large data through a browser, not terminal

A web interface for searching large files and multiple data sources with cloud integration. No command line, no waiting for IT.

Problem:

Searching through large logs, exports, and data files required server access and terminal expertise. Regular users had to wait for an admin, slowing everything down.

Solution:

A cloud-connected web application where users enter a search term and the system searches multiple sources simultaneously. Results displayed clearly, filterable, and exportable.

Result:

Anyone in the company finds the data they need in seconds. No terminal, no waiting for an admin, from any device.

Automation

Price quote in 2 minutes instead of 45

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.

Integration

One entry, updated everywhere

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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