AI Manufacturing Automation
How we saved a company 15,000,000 CZK per year by automating key processes
annual savings
saved per month
sales team efficiency
invoice processing time
payback period
About the project
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.
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
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
We map key processes, identify where time and money are being lost, and calculate the real automation potential.
We design a tailored automation architecture without needing to replace the existing systems.
We implement, test on real data, and roll out gradually. We train the team from day one.
We monitor performance, react to process changes, and continuously expand into new areas.
Solution preview
Clear dashboards, approval flows, and automated workflows, all available in the browser.
Operational overview
automated operations
hours saved
processing success rate
Hours spent on administration
Waiting for approval
2Material order
Waiting for approval•Procurement department
Invoice no. 2024-0847
Waiting for review•Processed by AI
Travel reimbursement - Novak J.
Approved automatically•12,200 CZK
Invoice no. 2024-0846
Approved•Processed by AI
Before automation
Email received and read manually
Manual entry into the system
Forwarded for approval
Archived into a folder
After automation
AI reads and classifies it
Automatic ERP entry
Approval notification sent
Archiving and log
Results
annual savings
to process a single invoice
data error rate
sales team efficiency
saved per month
What we can digitize
Invoice and document processing
OCR + AI reading, automatic accounting.
Image recognition and classification
Quality control, label OCR.
Sales automation and CRM
AI email suggestions, post-call updates.
Approval workflows
Digital approvals without emails or paper.
Meeting notes
AI listens to Google Meet / MS Teams and sends summaries.
Smart calendar management
An AI assistant finds a slot and sends invites.
Automated reports
Generated from data every week without manual work.
AI customer support
A chatbot resolves 70-80% of inquiries.
Contract drafting assistance
Document review and draft generation.
Internal AI assistants
A chatbot over company documents and data.
