2026 — Praxis Industries
Smart factory transformation: 30% waste reduction in 8 weeks
Material waste down 30%. Unplanned downtime eliminated for 11 consecutive weeks post-deployment.
Source: projects.m3ca.com — verified 26 August 2026
+30%
route efficiency
-22%
delivery time
How it went
01
The brief
A mid-sized manufacturer was haemorrhaging £600K per year in material waste and unplanned machine downtime, with no real-time visibility into their production floor.
02
What we did
M3CA integrated IoT sensors across 40 machines into a centralised data pipeline. ML models identified waste patterns invisible to human operators and flagged machines 48 hours before failure. Production managers gained live dashboards showing OEE, waste rates and bottlenecks across every shift.
03
What happened
Material waste down 30%. Unplanned downtime eliminated for 11 consecutive weeks post-deployment.
2026 — Praxis Industries
Smart factory transformation: 30% waste reduction in 8 weeks
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