Chemicals and pharma
The plant keeps running. People still have to learn.
Decarbonisation, model-based control and digital laboratories change the work. Run around the clock and you have to create a learning window.
For process companies in continuous operation.
One unit, four runs
One date per shift group, offset.
- A
- B
- C
- D
Equipment qualification
Schematic example view, not a customer data set.
One term first
In this industry, “qualification” means two different things.
Equipment qualification
Documented evidence that a plant is installed as intended and performs reliably.
People qualification
People whose work changes, and the routes to the new role. QualiShift always means this one.
The date of the equipment qualification is also the latest date by which the shift team has to be able to run the plant.
Drivers
What changes the work
Decarbonising process heat.
Electrified heating changes operating practice that ran the same way for decades.
Advanced process control.
Model-based control takes over what used to come from experience. Intervening becomes judging.
Field devices and diagnostics.
More measuring points, more diagnostic data. Maintenance is plannable only for someone who can read it.
Digital laboratories.
Automated sample preparation, connected instruments. Method upkeep and data judgement rise.
New production processes.
Continuous rather than batch. That hits operating practice, quality and planning at once.
Roles
Where the work shifts
We describe activities, not job titles. Who can learn together follows from what someone does.
Plant operation
Running the plant to specification, spotting deviations from experience.
Running with model-based control. Experience needs a new frame of reference.
Laboratory
Preparing samples, running analyses, documenting results.
Looking after and connecting instruments, maintaining methods, owning data quality.
Maintenance
Interval-based maintenance, fault clearing on mechanics, electrics, instrumentation.
Condition-based maintenance from field device diagnostics, windows set by operation rather than calendar.
Process engineering
Designing processes, supporting changes, improving yield.
Control concepts and data models become part of the design.
Quality
Releases, deviation handling, evidence.
Judgement from continuous process data rather than from single batch values.
Production planning
Planning campaigns and batches, allowing for changeover and cleaning.
Planning against energy prices, tighter coupling to maintenance windows.
Evidence
39%
of core skills change between 2025 and 2030
EUR 1,347
per employee was spent on training by German companies
93%
of companies already offer training
Delivery
The learning window is cut out of operations
In fully continuous operation nobody is simply available. Planning here means planning against the shift roster first.
Shift model
The same unit runs once per group. Several identical runs are negotiated with the provider before the price is.
The turnaround is the window
A planned shutdown is the only shared period and the most demanding one. What works is the edge before and after.
Location
Operating practice is learned at the control system: simulation and supervised shifts on the plant. Theory remote.
Release from work
Release here means cover, otherwise it means overtime for colleagues.
Group size
Bounded by the shift group, not the room: as large as one shift can spare.
Training records are already part of the quality system here and relevant in audits. Linking person, role, content and date is therefore not an additional requirement. On top of it comes Section 97 (2) BetrVG, once existing knowledge no longer covers the work.

Cohort fit
High on content, demanding on timing
In substance the industry fits well. A shift team on the same plant goes through the same change, with comparable prior knowledge.
The difficulty sits on the time axis. Continuous operation breaks every group apart, and the turnaround carries the heaviest load.
Our assessment. High cohort fit, as soon as the measure has several identical runs rather than one date.
Next step
The date of the plant is also the date of the team.
The Transformation Scan shows which activities change and how many people sit behind them. Shift groups are planned on that.
