Engineering · Apr 18, 2026
How we trained Profna Vision on twenty million loops
Inside the dataset, the edge runtime and what it takes to detect a defect in 40 ms.
Read the full storyProfna-powered machines
Already making an impact.
Numbers measured, not modelled — gathered every minute from every Profna-connected machine across our customer base. Updated quarterly.
812,000 kg
Fabric saved
98 M L
Water saved
18 M kWh
Energy saved
4.8 M kg
CO₂ avoided
Methodology
Honest math, audited annually.
We start from a baseline measured during the four weeks before deployment, then compare actual production against it. Independent audit by Bureau Verit Polska every twelve months keeps us honest.
- Per-machine baselines from the four weeks pre-Profna.
- CO₂ figures use the GHG Protocol Scope 3 textile factors.
- Water savings accounted for the full dyeing avoidance pipeline.
- Public methodology — full PDF available on request.
Stories from the floor.
Four very different factories, one common thread — the system pays for itself before the year is out, and the team starts trusting it long before that.
Sustainability · Apr 4, 2026
How Profna prevented over 800 tonnes of fabric from going to waste
A summary of the cumulative impact across our customer base in 2025.
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Customer story · Mar 22, 2026
Polonia Mill: from four siloed buildings to one live dashboard
How a 90-year-old Polish mill rolled out Profna Flow across the entire site in eight weeks.
Read the full story
Product · Mar 9, 2026
Why we replaced our backbone neural network — twice
Lessons from running computer vision at the edge in dusty, vibration-heavy environments.
Read the full storyWhat operators say
"Within the first month, we caught defects we would have shipped. The conversation in the morning standup completely changed."
Anna Kowalska
Quality Lead, Nordweave Mills
"I see the entire shift on one screen now. Twenty years of paper rounds, replaced by a single dashboard I trust."
Markus Lehmann
Plant Manager, Heliotex
"Every roll we ship now leaves with a digital passport. Our brand customers stopped asking — they just trust us."
Sofia Romano
Sustainability Director, Fibera
2030 goals
Where we're headed
10 M kg
Fabric saved annually
1 B L
Water savings cumulative
100%
Customer rolls fully traced