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