Business & Deployment
Productivity Boost
Studies show real but uneven gains: largest for routine texts and less experienced workers, more modest for expert work — and at company level often invisible as long as processes stay unchanged. Minutes saved do not automatically become value; they have to be converted into faster throughput or better work. Otherwise you merely produce more text.
An example
A study measures a 40 percent time saving when writing texts. In practice little of it is left: writing was only a fifth of the process, the rest is coordination, sign-off and rework. 40 percent of a fifth is eight percent — and that vanishes into rounding error once a review loop is added that did not exist before.
A closer look
Reliable figures exist where tasks are clearly delimited and results measurable: customer service, programming, standard texts. The range is wide and depends more on the person’s experience level than on the tool.
Why it matters
Almost all published productivity figures measure a single step under laboratory conditions. The step really is faster; the process often is not. Anyone who wants to measure reliably measures at the end of the chain: lead time from intake to completion, cases per week, rework rate. And before and after, on the same kind of cases. This measurement is uncomfortable because it sometimes yields zero — and for exactly that reason it is the only one that supports an investment decision.
Commonly misunderstood
A time saving in one step is not a gain for the workflow. If the saved time flows into waiting before the next step, the lead time does not change.