Predictive maintenance from sensor data
Apprentices build models that flag bearings, pumps and motors before they fail, typical results: 25–40% unplanned-downtime reduction on legacy assets.
Train your production engineers, quality teams and operations leaders to build AI workflows for predictive maintenance, vision-based QA and yield optimisation, using your apprenticeship levy.
Five workflows manufacturers ship inside a TESS apprenticeship, every learner builds against real telemetry and SCADA data.
Apprentices build models that flag bearings, pumps and motors before they fail, typical results: 25–40% unplanned-downtime reduction on legacy assets.
Train teams to deploy computer-vision QA at the line speed your operators need, catching defects that operators miss after hour 6 of a shift.
Multivariate analysis to find the 3-4 process parameters that actually move yield, apprentices document the experiments and the gain.
Forecast and shape energy demand against half-hourly prices, for SME manufacturers this typically saves 5–8% on energy bills inside year one.
Apprentices replace fragile S&OP spreadsheets with reproducible forecasting pipelines, and document the handoff so the team doesn't slip back to manual.
Three apprenticeship pathways for manufacturing roles, all levy-eligible, paced to fit shift patterns.
For production analysts, planners and quality technicians who need real SQL, Python and SCADA-data skills.
Flagship pathway for process engineers, quality leads and ops managers. Apprentices ship a live AI build against a plant problem.
For shift leaders, area managers and continuous-improvement leads, AI governance, vendor selection, team adoption.
Yes, we routinely deliver to 3-shift operations with a mix of pre-recorded learning, evening live sessions and protected on-site time agreed with the plant manager.
Not for the learning, we provide sandbox environments. For shipped projects, we'll work with your IT team to deploy into whatever environment you have (AWS, Azure, GCP or on-prem).
Often the biggest one, which is why module 4 of our L4 covers it head-on, with explicit guidance on Purdue model boundaries and read-only telemetry patterns.
Apprenticeships fit cleanly inside a Kaizen / Six Sigma frame, the apprentice project becomes the 'data engine' for a CI workstream you'd run anyway.
Yes, once you hit 8+ learners we'll bring coaches to your site for 1-2 days per quarter as part of the cohort cadence.
30-minute call with our manufacturing-sector lead, we'll map roles to standards and pull a draft levy plan against your shift pattern.
Last updated: 24 May 2026