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AI Manufacturing Automation

How we saved a company 15,000,000 CZK per year by automating key processes

15,000,000 CZK

annual savings

642 h

saved per month

+210%

sales team efficiency

-91%

invoice processing time

2 months

payback period

About the project

A company that grew faster than its processes

Our client is a mid-sized company with 60 employees that kept running into one key problem: the administrative processes that worked with 20 people stopped being enough at 60. Every phase of growth added more work, not for customers, but for systems. Invoices arrived by email and were copied into systems by hand. Salespeople spent hours filling in the CRM instead of taking care of customers. Approvals ran through email and each decision took days. Reports were prepared manually every Monday morning.

DigitizationAI transformationCustom software2026-Present

At Pixelmate, we designed and implemented a connected AI automation platform without the need to replace the existing ERP or CRM systems.

New numbers after implementation
Invoice processing time
45 seconds12 minutes
Error rate
0.2%5%
Administration
up to 2 hours9+ hours
Internal request approval
up to 4 hours3-4 days
Before implementation
  • Weekly reports compiled manually from multiple systems
  • Meeting notes written by hand, tasks lost in emails
  • Scheduling meetings meant dozens of emails back and forth
After implementation
  • Reports generated automatically every Monday at 6:00 AM
  • Meeting notes and tasks delivered immediately after the call ends
  • Meetings scheduled automatically without email chains

How we work

Four phases of collaboration
Step 1
Process audit

We map key processes, identify where time and money are being lost, and calculate the real automation potential.

Step 2
Solution design

We design a tailored automation architecture without needing to replace the existing systems.

Step 3
Development and rollout

We implement, test on real data, and roll out gradually. We train the team from day one.

Step 4
Operations and improvement

We monitor performance, react to process changes, and continuously expand into new areas.

Solution preview

What the system looks like in practice

Clear dashboards, approval flows, and automated workflows, all available in the browser.

Operational overview

+13%
1847

automated operations

+7%
642 h

hours saved

+9%
98.3%

processing success rate

Hours spent on administration

Jan
Feb
Mar
Apr
May
Jun
Jul
Aug
Sep
Oct
Nov
Dec
Before automation
After automation

Waiting for approval

2

Material order

Waiting for approvalProcurement department

Waiting 2h

Invoice no. 2024-0847

Waiting for reviewProcessed by AI

Needs review

Travel reimbursement - Novak J.

Approved automatically12,200 CZK

Done

Invoice no. 2024-0846

ApprovedProcessed by AI

Done

Before automation

Email received and read manually

+10 min

Manual entry into the system

+15 min

Forwarded for approval

+1 day

Archived into a folder

+5 min

After automation

AI reads and classifies it

2 sec

Automatic ERP entry

3 sec

Approval notification sent

Immediately

Archiving and log

Automatically

Results

A few key numbers
15,000,000 CZK

annual savings

45 sec

to process a single invoice

0.2%

data error rate

+210%

sales team efficiency

642 h

saved per month

What we can digitize

The most common implementation areas
01

Invoice and document processing

OCR + AI reading, automatic accounting.

02

Image recognition and classification

Quality control, label OCR.

03

Sales automation and CRM

AI email suggestions, post-call updates.

04

Approval workflows

Digital approvals without emails or paper.

05

Meeting notes

AI listens to Google Meet / MS Teams and sends summaries.

06

Smart calendar management

An AI assistant finds a slot and sends invites.

07

Automated reports

Generated from data every week without manual work.

08

AI customer support

A chatbot resolves 70-80% of inquiries.

09

Contract drafting assistance

Document review and draft generation.

10

Internal AI assistants

A chatbot over company documents and data.

Pixelmate s.r.o.

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