Solutions
Onboard users without teaching them your interface
Most onboarding is teaching people where things are. That knowledge is specific to your product, expensive to transfer, and lost when someone leaves. Describing an outcome needs no training at all.
Training is a tax on complexity
A capable application needs weeks before a new user is independent, and the curriculum is mostly navigation: which menu, which tab, which order. None of it transfers anywhere else, and all of it has to be re-taught when the interface is redesigned.
The cost is paid repeatedly - at every hire, every acquisition, every seasonal intake - and it is paid by the people who can least afford it, because the person training is usually the person who is best at the job.
Day one competence
When a new employee can write "create a new employee record and assign the standard onboarding tasks" and have it happen correctly, the training question changes. It is no longer "where is that screen" but "what should I be doing", which is domain knowledge worth teaching.
This is also the fastest route out of the adoption problem that follows most rollouts. Features that exist but were never found start being used, because a user who does not know a capability exists can still describe wanting its outcome.
Shorter ramp
Time to first useful contribution is measured in hours rather than weeks, because navigation stops being a prerequisite.
Less institutional memory
Process knowledge that lived in a handful of experienced heads is encoded in the workflows the application already implements.
Survives redesigns
Interface changes do not invalidate the training, because there was no interface-specific training to invalidate.
A note on seasonal and high-turnover teams
The economics are sharpest where turnover is high. If a team retrains a significant share of its people every year, the training cost is effectively permanent, and anything that removes the navigation half of the curriculum compounds rather than paying back once.
Frequently asked questions
Does this mean we stop training people entirely?
No, and you should not want to. It removes the interface half of the curriculum so the time can go to the domain half, which is the part that actually makes someone good at the job.
What about users who prefer clicking?
Nothing is taken away. The application works exactly as it did; Merlean is an additional way in for the tasks where describing is faster than navigating.
How do we know what people are trying to do?
Requests Merlean could not complete are the clearest signal you will get about missing capability and confusing workflows, and they arrive as plain sentences rather than as tickets.
See it against your own application
Merlean reads your repository and shows you what it understood before anything is exposed to a user. The fastest way to judge the fit is to point it at a real codebase.
Related
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Most support tickets are not bugs, they are "how do I". Merlean completes the task inside your product instead of documenting it, removing the reason to open a ticket.
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