Keep in mind that there are people for whom thinking about quality has been their whole career, for decades. There've been long-running industry studies on software quality that have gathered metrics across thousands of businesses on what works and what doesn't. People have been focusing on quality in businesses in general for centuries. It's not a solved problem, but it has been tackled by experts for a long time. It's a good idea to look to their work first before taking a swing at it yourself.
Personally I find quality to have a fundamental impact on everything every human does. It affects mental state, motivation, affects ability, necessity, and time to do things, creates or reduces costs, availability of resources, clarifies or complicates, makes life easier or harder, etc. It can save or destroy a business, make someone's life feel easy as pie or insanely frustrating. But it's not always easy to do right; you need a system to apply quality intelligently or you risk your efforts being wasted (https://global.toyota/en/company/vision-and-philosophy/produ...).
> It is based on the premise of making work easier for workers. The objective is to thoroughly eliminate waste and shorten lead times to deliver vehicles to customers quickly, at a low cost, and with high quality.
^ = from your linked Toyota Production System philosophy
Thanks for that link! I find those two early sentences to be an insightful and relatively complete loop of process.
When considering using automation or ~A.I. we can easily ask: which part of this loop is our addition improving (or messing up)? Where is the balance that works?
As you point out, answering these what-works/quality questions are not solved problems and expertise is needful, but careful consideration does not seem to be a popular mode in our age of fountaining funny money and magic genies.
I grew up in the '60s where the science fiction/future was always: march of progress and you'll have so much time and choices! Now I am in the future and the reality is close to: who has the time?
More insidiously/invisibly: you have plenty of time for endless momentary thrills, but no one has time to make things better.
Once upon a time there were customer complaint departments and the Production System would get fixed. Then it became suggestion boxes and returns. Then pleading for a Return Merchandise Authorization. Then it's your call is valuable to us recordings before click call hangups. Oops, unhappy customer?--give 'em a coupon to keep up the addiction, it's cheaper than Quality Control.
The latest devolution seems like fire the workers but use AI to mesmerize customers, or just mind control ~investors and ~regulators, since who needs cover-our-costs-paying-customers anyway?
Will the pendulum swing back?